查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
製藥行業機器學習的全球市場規模、份額和行業趨勢分析報告：按組件、按部署類型、按組織規模、按地區、展望和預測，2023 年-2029
市場調查報告書
商品編碼
1276418

製藥行業機器學習的全球市場規模、份額和行業趨勢分析報告：按組件、按部署類型、按組織規模、按地區、展望和預測，2023 年-2029

Global Machine Learning in Pharmaceutical Industry Market Size, Share & Industry Trends Analysis Report By Component (Solution and Services), By Deployment Mode (Cloud and On-premise), By Organization size, By Regional Outlook and Forecast, 2023 - 2029
出版日期: | 出版商: KBV Research | 英文 200 Pages | 訂單完成後即時交付

價格

預計在預測期內，製藥行業的機器學習市場規模將以 34.4% 的複合年增長率增長，到 2029 年將達到 114 億美元。

機器學習還可以通過支持案例跟進和其他建議來幫助防止再犯。人工智能與電子病歷相結合。醫生偶爾會使用彈出窗口來解釋某些遺傳特徵如何影響患者的醫療狀況，或者新藥如何改善患者的健康。醫生可以點擊彈窗來更好地瞭解疾病並推薦最佳療程。

這些電子記錄不僅節省時間和空間，還能積極幫助醫生提出更好的治療建議，並讓他們瞭解手頭的細節。一些肺癌高發國家已經開始實施人工智能程序，通過分析 X 光和 CT 掃瞄來檢測可疑結節和病變，幫助醫生更好地診斷肺癌患者。

COVID-19 的影響分析

COVID-19 對製藥行業的機器學習市場產生了積極影響。機器學習的使用有助於推進製藥領域的療法和疫苗。此外，機器學習的使用正在發現有前途的 COVID-19 候選藥物。機器學習算法可以篩選來自基因數據庫和臨床試驗的大量數據，以識別可能對病毒有效的化合物。這有助於加快通常需要數年時間的藥物發現過程，從而促成許多新型 COVID-19 療法的早期開發。

市場增長因素

提前預測趨勢

運營商正在利用人工智能和機器學習提前數月向用戶提供登革熱等即將爆發的確切地點、日期和時間。該計劃還建議在污染區域周圍數百米範圍內採取登革熱控制措施。通過這種方式，機器學習可以幫助研究人員預測即將發生的流行病何時何地發生，提醒有關當局並告知公眾。這種能力有可能挽救大量生命，並有望推動機器學習的採用並為市場帶來新的增長機會。

擴大技術在醫療行業的應用

使用電子摘要而不是紙質摘要，患者護理變得更簡單、更高效。展望未來，基因組（以及大量共生細菌基因組）和定制療法的進步將大大增加可用信息量。隨著收集到更多的患者數據，可以獲得更多的見解。由於機器學習具有降低成本、管理和收集大量患者數據以供未來參考等各種好處，預計在製藥行業中越來越多地使用機器學習將推動市場增長。

市場製約

數據不一致

當使用許多數據源時，很難協調所有數據並對數據集執行分析。選擇單點解決方案或沒有強大數據分析系統的公司必須手動編譯分析報告和見解。此類過程非常耗時，並且可能不會產生真正的業務相關見解。因此，預計與數據相關的問題將阻礙製藥機器學習市場的擴張。

組件視角

基於組件，製藥行業機器學習細分為解決方案和服務。到 2022 年，解決方案部分將在製藥行業的機器學習市場中佔據最高的收入份額。這是由於製藥業在發現和發現新藥時產生的大量數據。ML 算法可以處理和分析這些數據，以找到可以指導藥物開發決策的模式、關係和見解。製藥行業對機器學習解決方案的需求是由使藥物研發過程更快、更便宜的願望推動的。

組織規模展望

根據組織規模，製藥機器學習市場分為中小企業和大型企業。2022 年，大型企業部門在製藥行業的機器學習市場中佔據了最大的收入份額。這涉及到大型製藥公司使用機器學習技術來評估來自眾多來源的海量數據，例如電子病歷、臨床試驗和遺傳信息，以發現潛在的藥物靶點，改善患者的治療效果，並改善患者的預後。因為它可以做出預測並改進臨床試驗設計。

部署模式展望

製藥行業市場的機器學習按部署模式分為雲和本地。2022 年，製藥行業的機器學習市場由本地部分主導。這是因為本地服務可以比雲服務節省資金。由於數據使用和分發是 CPU/GPU 密集型的，因此在公共雲中維護按需付費的 ML 流程成本很高。遷移到公共雲可能需要更大的數據集，從而增加複雜性和成本。

區域展望

按地區劃分，對北美、歐洲、亞太地區和 LAMEA 的製藥行業機器學習市場進行了分析。北美地區將在 2022 年以最大的收入份額引領製藥行業的機器學習市場。專注於研發的北美製藥企業對市場貢獻巨大。近年來，市場已經採用機器學習來推動創新、提高生產力並加速藥物發現和開發。

目錄

第一章市場範圍與研究方法

  • 市場定義
  • 目的
  • 市場範圍
  • 分割
  • 調查方法

第二章市場概況

  • 介紹
    • 概述
      • 市場構成和情景
  • 影響市場的關鍵因素
    • 市場驅動力
    • 市場製約因素

第 3 章競爭分析——世界

  • KBV 基數矩陣
  • 最近全行業的戰略發展
    • 夥伴關係、合作和協議
    • 產品發佈和產品擴展
    • 收購與合併
  • 關鍵成功策略
    • 主攻略
    • 重大戰略舉措

4 全球製藥行業機器學習市場，按組件分類

  • 全球解決方案市場：按地區
  • 全球服務市場：按地區分類

5 全球製藥行業機器學習市場，按部署形式

  • 全球雲市場：按地區
  • 全球內部部署市場：按地區

6 全球製藥行業機器學習市場，按組織規模劃分

  • 全球企業市場：按地區
  • 全球中小企業市場：按地區分類

7 全球製藥行業機器學習市場，按地區分列

  • 北美
    • 北美市場：按國家分類
      • 美國
      • 加拿大
      • 墨西哥
      • 其他北美
  • 歐洲
    • 歐洲市場：按國家分類
      • 德國
      • 英國
      • 法國
      • 俄羅斯
      • 西班牙
      • 意大利
      • 歐洲其他地區
  • 亞太地區
    • 亞太市場：按國家分類
      • 中國
      • 日本
      • 印度
      • 韓國
      • 新加坡
      • 馬來西亞
      • 亞太其他地區
  • 拉丁美洲/中東/非洲
    • 拉丁美洲/中東/非洲市場（按國家/地區）
      • 巴西
      • 阿根廷
      • 阿拉伯聯合酋長國
      • 沙特阿拉伯
      • 南非
      • 尼日利亞
      • 其他拉丁美洲/中東/非洲

第八章公司簡介

  • NVIDIA Corporation
  • IBM Corporation
  • Microsoft Corporation
  • Google LLC（Alphabet, Inc）
  • Cyclica, Inc
  • BioSymetrics, Inc
  • Deep Genomics Incorporated
  • Atomwise, Inc
  • Cloud Pharmaceuticals, Inc

The Global Machine Learning in Pharmaceutical Industry Market size is expected to reach $11.4 billion by 2029, rising at a market growth of 34.4% CAGR during the forecast period.

The purpose of machine learning in the pharmaceutical industry is to advance medical knowledge, not to replace a doctor. A physician's whole body of knowledge, which includes everything they acquired in medical school and during their training, in addition to their experience treating patients, is scaled to unprecedented levels by artificial intelligence algorithms.

The ability to obtain and process the vast quantity of data available to doctors-information on new treatments, disease symptoms, drug interactions, and how different patients treated in the same way can have different outcomes-is quickly emerging as a crucial talent. And machine learning makes it possible for them to make inferences from that data and put them into action. For instance, machine learning systems may quickly identify a rare ailment, browse the available treatments, and prescribe by compiling data from many patient visits and thousands of doctors. As a result, time is saved, which leads to increased effectiveness and decreased expenses.

Machine learning can also prevent recidivism by helping to follow up on instances and providing extra recommendations. AI is integrated with electronic medical records. When a doctor uses them irregularly, a pop-up appears explaining how particular genetic features can affect the patient's condition or how a new medication could enhance their health. A doctor can better understand the illness and recommend the best course of treatment by clicking the pop-up.

Not only are these electronic records saving time and space, but they are also actively assisting doctors in formulating better treatment recommendations and educating them on the details in front of them. Some countries with a high lung cancer patient population are beginning to deploy AI programs to help doctors better diagnose lung cancer patients by analyzing X-rays and CT scans and spotting suspicious nodules and lesions.

COVID-19 Impact Analysis

Machine learning in pharmaceutical industry market, was positively affected by the COVID-19. The utilization of machine learning has been instrumental in the advancement of treatments and vaccines within the pharmaceutical sector. In addition, prospective COVID-19 drug candidates have been found due to the use of ML. Machine learning algorithms can sift through huge amounts of data from genetic databases and clinical trials to identify compounds potentially effective against the virus. This has contributed to speeding the drug discovery process, which ordinarily takes years, and has led to the quick development of many novel COVID-19 medications.

Market Growth Factors

Predicting epidemic beforehand

Businesses are utilizing AI and machine learning to provide users with the precise place and date of the upcoming outbreak, like a dengue outbreak, a few months in advance. This program also suggests anti-dengue measures a few hundred meters around the contaminated area. Thus, using machine learning, researchers can foresee the timing and location of impending epidemics, alert the relevant authorities, and inform the general public about it. This capability has the potential to save a significant number of lives, which is expected to increase machine learning's adoption and open up new growth opportunities for the market.

Increasing use of technologies in the medical industry

Patient treatment is made simpler and more productive using electronic summaries instead of paper. Future advances in genomes (and the enormous genomics of the symbiotic bacteria) and tailored therapy will greatly increase the amount of information available. As more patient data is gathered, more insights will become accessible. The increased use of machine learning in the pharmaceutical industry is anticipated to drive market growth due to its various benefits, including cost reduction, management, and the collection of massive patient data for future reference.

Market Restraining Factors

Inconsistency of data

Harmonizing all the data and performing analytics over the data set is challenging when many data sources are used. Companies that choose a point solution or do not have a robust data analytics system must manually compile analytics reports and insights. Such a procedure takes a lot of time and might not produce any insights with practical business relevance. Thus, the issues associated with data are expected to hinder machine learning in pharmaceutical industry market's expansion.

Component Outlook

Based on Component, the machine learning in pharmaceutical industry market is segmented into solution and services. The solution segment held the highest revenue share in the machine learning in pharmaceutical industry market in 2022. This is due to the fact that the pharmaceutical industry produces enormous amounts of data when creating and discovering new medicines. ML algorithms can process and analyze this data to find patterns, connections, and insights that can guide drug development decisions. The demand for machine learning solutions in the pharmaceutical industry is further increased by the desire for quicker and more affordable drug research and development processes.

Organization size Outlook

On the basis Organization size, the machine learning in pharmaceutical industry market is divided into SMEs and large enterprises. The large enterprises segment witnessed the largest revenue share in the machine learning in pharmaceutical industry market in 2022. This is because large pharmaceutical corporations can use machine learning technology to evaluate enormous volumes of data from numerous sources, including electronic health records, clinical trials, and genetic information, to find prospective drug targets, forecast patient outcomes, and improve clinical trial design.

Deployment Mode Outlook

By deployment mode, the machine learning in pharmaceutical industry market is classified into cloud and on-premise. The on-premise segment garnered a prominent revenue share in the machine learning in pharmaceutical industry market in 2022. This is because on-premise services can save more capital than cloud services, as the use and distribution of data can be CPU/GPU intensive, making it expensive to maintain an ML process in a public cloud on a pay-as-you-go basis. The data set might need to be bigger to migrate to the public cloud, adding complexity and cost.

Regional Outlook

Region-wise, the machine learning in pharmaceutical industry market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America region led the machine learning in pharmaceutical industry market by generating the maximum revenue share in 2022. With a strong emphasis on R&D, the pharmaceutical business in North America makes a considerable contribution to the market. The market has adopted machine learning in recent years to spur innovation, boost productivity, and quicken medication discovery and development.

The major strategies followed by the market participants are Partnerships. Based on the Analysis presented in the Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Machine Learning in Pharmaceutical Industry Market. Companies such as NVIDIA Corporation, IBM Corporation and Cyclica, Inc. are some of the key innovators in Machine Learning in Pharmaceutical Industry Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Google LLC (Alphabet, Inc.), NVIDIA Corporation, IBM Corporation, Microsoft Corporation, Cyclica, Inc., BioSymetrics Inc., Cloud Pharmaceuticals, Inc., Deep Genomics Incorporated and Atomwise, Inc.

Recent Strategies Deployed in Machine Learning in Pharmaceutical Industry Market

Partnerships, Collaborations and Agreements:

Mar-2023: NVIDIA collaborated with AWS, a US-based provider of the cloud-based web platform. The collaboration focuses on developing infrastructure for training large ML models and developing generative AI applications. This collaboration supports customers to make the best use of accelerated computing and generative AI to further explore opportunities.

Oct-2022: BioSymetrics partnered with Deerfield Management, a US-based healthcare investment firm. The partnership focuses on advancing the development of therapeutics. Additionally, as per the agreement, both companies would work on identifying therapeutic targets through BioSymetrics' database and platform.

Jun-2022: Cyclica partnered with Oncocross, a South Korea-based developer of cancer drugs. The partnership includes the discovery and designing of treatments intended for myelofibrosis.

Feb-2022: BioSymetrics came into partnership with Sema4, a US-based health intelligence company. The partnership focuses on drug discovery based on data to accelerate precision medicine. The companies through this partnership aim to deliver an innovative and differentiated method for drug discovery. Further, Sema4's multi-omic data insights and access enhance BioSymetrics' capabilities to discover treatments intended for people with different diseases.

Feb-2022: Microsoft entered into a partnership with Tata Consultancy Services, an Indian company focusing on providing information technology services and consulting. Under the partnership, Tata Consultancy Services leveraged its software, TCS Intelligent Urban Exchange (IUX) and TCS Customer Intelligence & Insights (CI&I), to enable businesses in providing hyper-personalized customer experiences. CI&I and IUX are supported by artificial intelligence (AI), and machine learning, and assist in real-time data analytics. The CI&I software empowered retailers, banks, insurers, and other businesses to gather insights, predictions, and recommended actions in real time to enhance the satisfaction of customers.

Aug-2021: IBM Corporation came into partnership with Cloudera, an American software company providing enterprise data management systems. Through this partnership, both companies would help enterprises with their AI and Data needs. Additionally, this would allow IBM to let Cloudera reside under the IBM Data Fabric which would enable business access to the right data at a better cost, regardless of the data's storage location.

Sep-2021: Deep Genomics announced a partnership with Mila, an AI institute based in Canada. The partnership agreement allows Deep Genomics to join the AI institute's community and make use of the institute's recruitment activities.

Mar-2021: IBM partnered with Cleveland Clinic, a US-based nonprofit medical center. The partnership involves establishing a discovery accelerator, a joint Cleveland clinic, and an IBM center, with the aim to accelerate the speed of discovery in multiple areas including, single-cell transcriptomics, clinical applications, etc. by using high-performance computing on AI, quantum computing technologies, and hybrid cloud.

Product Launches and Expansions:

Nov-2022: NVIDIA joined hands with Microsoft, a US-based tech giant. The collaboration focuses on developing powerful cloud AI computers. The AI supercomputer would be developed by leveraging, Microsoft's Azure supercomputing infrastructure and NVIDIA's GPUs. Further, this collaboration provides advanced AI infrastructure and software to researchers and companies.

May-2021: Google released Vertex AI, a novel managed machine learning platform that enables developers to more easily deploy and maintain their AI models. Engineers can use Vertex AI to manage video, image, text, and tabular datasets, and develop machine learning pipelines to train and analyze models utilizing Google Cloud algorithms or custom training code. After that, the engineers can install models for online or batch use cases all on scalable managed infrastructure.

Mar-2021: Microsoft released updates to Azure Arc, its service that brought Azure products and management to multiple clouds, edge devices, and data centers with auditing, compliance, and role-based access. Microsoft also made Azure Arc-enabled Kubernetes available. Azure Arc-enabled Machine Learning and Azure Arc-enabled Kubernetes are developed to aid companies to find a balance between enjoying the advantages of the cloud and maintaining apps and maintaining apps and workloads on-premises for regulatory and operational reasons. The new services enable companies to implement Kubernetes clusters and create machine learning models where data lives, as well as handle applications and models from a single dashboard.

Mergers and Acquisitions:

Jul-2021: IBM entered into an agreement to acquire Bluetab Solutions Group, an enterprise software, and technical services company. Through this acquisition, Bluetab would become a strategic part of IBM's data services consulting practice to improve its hybrid cloud and AI strategy.

Scope of the Study

Market Segments covered in the Report:

By Component

  • Solution
  • Services

By Deployment Mode

  • Cloud
  • On premise

By Organization size

  • Large Enterprises
  • SMEs

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • Google LLC (Alphabet, Inc.)
  • NVIDIA Corporation
  • IBM Corporation
  • Microsoft Corporation
  • Cyclica, Inc.
  • BioSymetrics Inc.
  • Cloud Pharmaceuticals, Inc.
  • Deep Genomics Incorporated
  • Atomwise, Inc.

Unique Offerings from KBV Research

  • Exhaustive coverage
  • Highest number of market tables and figures
  • Subscription based model available
  • Guaranteed best price
  • Assured post sales research support with 10% customization free

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Machine Learning in Pharmaceutical Industry Market, by Component
    • 1.4.2 Global Machine Learning in Pharmaceutical Industry Market, by Deployment Mode
    • 1.4.3 Global Machine Learning in Pharmaceutical Industry Market, by Organization size
    • 1.4.4 Global Machine Learning in Pharmaceutical Industry Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market Overview

  • 2.1 Introduction
    • 2.1.1 Overview
      • 2.1.1.1 Market composition & scenario
  • 2.2 Key Factors Impacting the Market
    • 2.2.1 Market Drivers
    • 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

  • 3.1 KBV Cardinal Matrix
  • 3.2 Recent Industry Wide Strategic Developments
    • 3.2.1 Partnerships, Collaborations and Agreements
    • 3.2.2 Product Launches and Product Expansions
    • 3.2.3 Acquisition and Mergers
  • 3.3 Top Winning Strategies
    • 3.3.1 Key Leading Strategies: Percentage Distribution (2019-2023)
    • 3.3.2 Key Strategic Move: (Partnerships, Collaborations and Agreements : 2019, Sep - 2023, Mar) Leading Players

Chapter 4. Global Machine Learning in Pharmaceutical Industry Market by Component

  • 4.1 Global Solution Market by Region
  • 4.2 Global Services Market by Region

Chapter 5. Global Machine Learning in Pharmaceutical Industry Market by Deployment Mode

  • 5.1 Global Cloud Market by Region
  • 5.2 Global On premise Market by Region

Chapter 6. Global Machine Learning in Pharmaceutical Industry Market by Organization size

  • 6.1 Global Large Enterprises Market by Region
  • 6.2 Global SMEs Market by Region

Chapter 7. Global Machine Learning in Pharmaceutical Industry Market by Region

  • 7.1 North America Machine Learning in Pharmaceutical Industry Market
    • 7.1.1 North America Machine Learning in Pharmaceutical Industry Market by Component
      • 7.1.1.1 North America Solution Market by Country
      • 7.1.1.2 North America Services Market by Country
    • 7.1.2 North America Machine Learning in Pharmaceutical Industry Market by Deployment Mode
      • 7.1.2.1 North America Cloud Market by Country
      • 7.1.2.2 North America On premise Market by Country
    • 7.1.3 North America Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.1.3.1 North America Large Enterprises Market by Country
      • 7.1.3.2 North America SMEs Market by Country
    • 7.1.4 North America Machine Learning in Pharmaceutical Industry Market by Country
      • 7.1.4.1 US Machine Learning in Pharmaceutical Industry Market
        • 7.1.4.1.1 US Machine Learning in Pharmaceutical Industry Market by Component
        • 7.1.4.1.2 US Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.1.4.1.3 US Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.1.4.2 Canada Machine Learning in Pharmaceutical Industry Market
        • 7.1.4.2.1 Canada Machine Learning in Pharmaceutical Industry Market by Component
        • 7.1.4.2.2 Canada Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.1.4.2.3 Canada Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.1.4.3 Mexico Machine Learning in Pharmaceutical Industry Market
        • 7.1.4.3.1 Mexico Machine Learning in Pharmaceutical Industry Market by Component
        • 7.1.4.3.2 Mexico Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.1.4.3.3 Mexico Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.1.4.4 Rest of North America Machine Learning in Pharmaceutical Industry Market
        • 7.1.4.4.1 Rest of North America Machine Learning in Pharmaceutical Industry Market by Component
        • 7.1.4.4.2 Rest of North America Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.1.4.4.3 Rest of North America Machine Learning in Pharmaceutical Industry Market by Organization size
  • 7.2 Europe Machine Learning in Pharmaceutical Industry Market
    • 7.2.1 Europe Machine Learning in Pharmaceutical Industry Market by Component
      • 7.2.1.1 Europe Solution Market by Country
      • 7.2.1.2 Europe Services Market by Country
    • 7.2.2 Europe Machine Learning in Pharmaceutical Industry Market by Deployment Mode
      • 7.2.2.1 Europe Cloud Market by Country
      • 7.2.2.2 Europe On premise Market by Country
    • 7.2.3 Europe Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.2.3.1 Europe Large Enterprises Market by Country
      • 7.2.3.2 Europe SMEs Market by Country
    • 7.2.4 Europe Machine Learning in Pharmaceutical Industry Market by Country
      • 7.2.4.1 Germany Machine Learning in Pharmaceutical Industry Market
        • 7.2.4.1.1 Germany Machine Learning in Pharmaceutical Industry Market by Component
        • 7.2.4.1.2 Germany Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.2.4.1.3 Germany Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.2.4.2 UK Machine Learning in Pharmaceutical Industry Market
        • 7.2.4.2.1 UK Machine Learning in Pharmaceutical Industry Market by Component
        • 7.2.4.2.2 UK Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.2.4.2.3 UK Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.2.4.3 France Machine Learning in Pharmaceutical Industry Market
        • 7.2.4.3.1 France Machine Learning in Pharmaceutical Industry Market by Component
        • 7.2.4.3.2 France Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.2.4.3.3 France Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.2.4.4 Russia Machine Learning in Pharmaceutical Industry Market
        • 7.2.4.4.1 Russia Machine Learning in Pharmaceutical Industry Market by Component
        • 7.2.4.4.2 Russia Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.2.4.4.3 Russia Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.2.4.5 Spain Machine Learning in Pharmaceutical Industry Market
        • 7.2.4.5.1 Spain Machine Learning in Pharmaceutical Industry Market by Component
        • 7.2.4.5.2 Spain Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.2.4.5.3 Spain Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.2.4.6 Italy Machine Learning in Pharmaceutical Industry Market
        • 7.2.4.6.1 Italy Machine Learning in Pharmaceutical Industry Market by Component
        • 7.2.4.6.2 Italy Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.2.4.6.3 Italy Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.2.4.7 Rest of Europe Machine Learning in Pharmaceutical Industry Market
        • 7.2.4.7.1 Rest of Europe Machine Learning in Pharmaceutical Industry Market by Component
        • 7.2.4.7.2 Rest of Europe Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.2.4.7.3 Rest of Europe Machine Learning in Pharmaceutical Industry Market by Organization size
  • 7.3 Asia Pacific Machine Learning in Pharmaceutical Industry Market
    • 7.3.1 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Component
      • 7.3.1.1 Asia Pacific Solution Market by Country
      • 7.3.1.2 Asia Pacific Services Market by Country
    • 7.3.2 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Deployment Mode
      • 7.3.2.1 Asia Pacific Cloud Market by Country
      • 7.3.2.2 Asia Pacific On premise Market by Country
    • 7.3.3 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.3.3.1 Asia Pacific Large Enterprises Market by Country
      • 7.3.3.2 Asia Pacific SMEs Market by Country
    • 7.3.4 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Country
      • 7.3.4.1 China Machine Learning in Pharmaceutical Industry Market
        • 7.3.4.1.1 China Machine Learning in Pharmaceutical Industry Market by Component
        • 7.3.4.1.2 China Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.3.4.1.3 China Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.3.4.2 Japan Machine Learning in Pharmaceutical Industry Market
        • 7.3.4.2.1 Japan Machine Learning in Pharmaceutical Industry Market by Component
        • 7.3.4.2.2 Japan Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.3.4.2.3 Japan Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.3.4.3 India Machine Learning in Pharmaceutical Industry Market
        • 7.3.4.3.1 India Machine Learning in Pharmaceutical Industry Market by Component
        • 7.3.4.3.2 India Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.3.4.3.3 India Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.3.4.4 South Korea Machine Learning in Pharmaceutical Industry Market
        • 7.3.4.4.1 South Korea Machine Learning in Pharmaceutical Industry Market by Component
        • 7.3.4.4.2 South Korea Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.3.4.4.3 South Korea Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.3.4.5 Singapore Machine Learning in Pharmaceutical Industry Market
        • 7.3.4.5.1 Singapore Machine Learning in Pharmaceutical Industry Market by Component
        • 7.3.4.5.2 Singapore Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.3.4.5.3 Singapore Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.3.4.6 Malaysia Machine Learning in Pharmaceutical Industry Market
        • 7.3.4.6.1 Malaysia Machine Learning in Pharmaceutical Industry Market by Component
        • 7.3.4.6.2 Malaysia Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.3.4.6.3 Malaysia Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.3.4.7 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market
        • 7.3.4.7.1 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market by Component
        • 7.3.4.7.2 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.3.4.7.3 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market by Organization size
  • 7.4 LAMEA Machine Learning in Pharmaceutical Industry Market
    • 7.4.1 LAMEA Machine Learning in Pharmaceutical Industry Market by Component
      • 7.4.1.1 LAMEA Solution Market by Country
      • 7.4.1.2 LAMEA Services Market by Country
    • 7.4.2 LAMEA Machine Learning in Pharmaceutical Industry Market by Deployment Mode
      • 7.4.2.1 LAMEA Cloud Market by Country
      • 7.4.2.2 LAMEA On premise Market by Country
    • 7.4.3 LAMEA Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.4.3.1 LAMEA Large Enterprises Market by Country
      • 7.4.3.2 LAMEA SMEs Market by Country
    • 7.4.4 LAMEA Machine Learning in Pharmaceutical Industry Market by Country
      • 7.4.4.1 Brazil Machine Learning in Pharmaceutical Industry Market
        • 7.4.4.1.1 Brazil Machine Learning in Pharmaceutical Industry Market by Component
        • 7.4.4.1.2 Brazil Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.4.4.1.3 Brazil Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.4.4.2 Argentina Machine Learning in Pharmaceutical Industry Market
        • 7.4.4.2.1 Argentina Machine Learning in Pharmaceutical Industry Market by Component
        • 7.4.4.2.2 Argentina Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.4.4.2.3 Argentina Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.4.4.3 UAE Machine Learning in Pharmaceutical Industry Market
        • 7.4.4.3.1 UAE Machine Learning in Pharmaceutical Industry Market by Component
        • 7.4.4.3.2 UAE Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.4.4.3.3 UAE Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.4.4.4 Saudi Arabia Machine Learning in Pharmaceutical Industry Market
        • 7.4.4.4.1 Saudi Arabia Machine Learning in Pharmaceutical Industry Market by Component
        • 7.4.4.4.2 Saudi Arabia Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.4.4.4.3 Saudi Arabia Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.4.4.5 South Africa Machine Learning in Pharmaceutical Industry Market
        • 7.4.4.5.1 South Africa Machine Learning in Pharmaceutical Industry Market by Component
        • 7.4.4.5.2 South Africa Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.4.4.5.3 South Africa Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.4.4.6 Nigeria Machine Learning in Pharmaceutical Industry Market
        • 7.4.4.6.1 Nigeria Machine Learning in Pharmaceutical Industry Market by Component
        • 7.4.4.6.2 Nigeria Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.4.4.6.3 Nigeria Machine Learning in Pharmaceutical Industry Market by Organization size
      • 7.4.4.7 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market
        • 7.4.4.7.1 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market by Component
        • 7.4.4.7.2 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market by Deployment Mode
        • 7.4.4.7.3 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market by Organization size

Chapter 8. Company Profiles

  • 8.1 NVIDIA Corporation
    • 8.1.1 Company Overview
    • 8.1.2 Financial Analysis
    • 8.1.3 Segmental and Regional Analysis
    • 8.1.4 Research & Development Expenses
    • 8.1.5 Recent strategies and developments:
      • 8.1.5.1 Partnerships, Collaborations, and Agreements:
      • 8.1.5.2 Acquisition and Mergers:
    • 8.1.6 SWOT Analysis
  • 8.2 IBM Corporation
    • 8.2.1 Company Overview
    • 8.2.2 Financial Analysis
    • 8.2.3 Regional & Segmental Analysis
    • 8.2.4 Research & Development Expenses
    • 8.2.5 Recent strategies and developments:
      • 8.2.5.1 Partnerships, Collaborations, and Agreements:
      • 8.2.5.2 Acquisition and Mergers:
    • 8.2.6 SWOT Analysis
  • 8.3 Microsoft Corporation
    • 8.3.1 Company Overview
    • 8.3.2 Financial Analysis
    • 8.3.3 Segmental and Regional Analysis
    • 8.3.4 Research & Development Expenses
    • 8.3.5 Recent strategies and developments:
      • 8.3.5.1 Partnerships, Collaborations, and Agreements:
      • 8.3.5.2 Product Launches and Product Expansions:
    • 8.3.6 SWOT Analysis
  • 8.4 Google LLC (Alphabet, Inc.)
    • 8.4.1 Company Overview
    • 8.4.2 Financial Analysis
    • 8.4.3 Segmental and Regional Analysis
    • 8.4.4 Research & Development Expense
    • 8.4.5 Recent strategies and developments:
      • 8.4.5.1 Product Launches and Product Expansions:
    • 8.4.6 SWOT Analysis
  • 8.5 Cyclica, Inc.
    • 8.5.1 Company Overview
    • 8.5.2 Recent strategies and developments:
      • 8.5.2.1 Partnerships, Collaborations, and Agreements:
      • 8.5.2.2 Product Launches and Product Expansions:
  • 8.6 BioSymetrics, Inc.
    • 8.6.1 Company Overview
    • 8.6.2 Recent strategies and developments:
      • 8.6.2.1 Partnerships, Collaborations, and Agreements:
      • 8.6.2.2 Product Launches and Product Expansions:
  • 8.7 Deep Genomics Incorporated
    • 8.7.1 Company Overview
    • 8.7.2 Recent strategies and developments:
      • 8.7.2.1 Partnerships, Collaborations, and Agreements:
  • 8.8 Atomwise, Inc.
    • 8.8.1 Company Overview
    • 8.8.2 Recent strategies and developments:
      • 8.8.2.1 Partnerships, Collaborations, and Agreements:
  • 8.9 Cloud Pharmaceuticals, Inc.
    • 8.9.1 Company Overview

LIST OF TABLES

  • TABLE 1 Global Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 2 Global Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- Machine Learning in Pharmaceutical Industry Market
  • TABLE 4 Product Launches And Product Expansions- Machine Learning in Pharmaceutical Industry Market
  • TABLE 5 Acquisition and Mergers- Machine Learning in Pharmaceutical Industry Market
  • TABLE 6 Global Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 7 Global Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 8 Global Solution Market by Region, 2019 - 2022, USD Million
  • TABLE 9 Global Solution Market by Region, 2023 - 2029, USD Million
  • TABLE 10 Global Services Market by Region, 2019 - 2022, USD Million
  • TABLE 11 Global Services Market by Region, 2023 - 2029, USD Million
  • TABLE 12 Global Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 13 Global Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 14 Global Cloud Market by Region, 2019 - 2022, USD Million
  • TABLE 15 Global Cloud Market by Region, 2023 - 2029, USD Million
  • TABLE 16 Global On premise Market by Region, 2019 - 2022, USD Million
  • TABLE 17 Global On premise Market by Region, 2023 - 2029, USD Million
  • TABLE 18 Global Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 19 Global Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 20 Global Large Enterprises Market by Region, 2019 - 2022, USD Million
  • TABLE 21 Global Large Enterprises Market by Region, 2023 - 2029, USD Million
  • TABLE 22 Global SMEs Market by Region, 2019 - 2022, USD Million
  • TABLE 23 Global SMEs Market by Region, 2023 - 2029, USD Million
  • TABLE 24 Global Machine Learning in Pharmaceutical Industry Market by Region, 2019 - 2022, USD Million
  • TABLE 25 Global Machine Learning in Pharmaceutical Industry Market by Region, 2023 - 2029, USD Million
  • TABLE 26 North America Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 27 North America Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 28 North America Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 29 North America Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 30 North America Solution Market by Country, 2019 - 2022, USD Million
  • TABLE 31 North America Solution Market by Country, 2023 - 2029, USD Million
  • TABLE 32 North America Services Market by Country, 2019 - 2022, USD Million
  • TABLE 33 North America Services Market by Country, 2023 - 2029, USD Million
  • TABLE 34 North America Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 35 North America Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 36 North America Cloud Market by Country, 2019 - 2022, USD Million
  • TABLE 37 North America Cloud Market by Country, 2023 - 2029, USD Million
  • TABLE 38 North America On premise Market by Country, 2019 - 2022, USD Million
  • TABLE 39 North America On premise Market by Country, 2023 - 2029, USD Million
  • TABLE 40 North America Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 41 North America Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 42 North America Large Enterprises Market by Country, 2019 - 2022, USD Million
  • TABLE 43 North America Large Enterprises Market by Country, 2023 - 2029, USD Million
  • TABLE 44 North America SMEs Market by Country, 2019 - 2022, USD Million
  • TABLE 45 North America SMEs Market by Country, 2023 - 2029, USD Million
  • TABLE 46 North America Machine Learning in Pharmaceutical Industry Market by Country, 2019 - 2022, USD Million
  • TABLE 47 North America Machine Learning in Pharmaceutical Industry Market by Country, 2023 - 2029, USD Million
  • TABLE 48 US Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 49 US Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 50 US Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 51 US Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 52 US Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 53 US Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 54 US Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 55 US Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 56 Canada Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 57 Canada Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 58 Canada Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 59 Canada Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 60 Canada Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 61 Canada Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 62 Canada Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 63 Canada Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 64 Mexico Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 65 Mexico Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 66 Mexico Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 67 Mexico Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 68 Mexico Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 69 Mexico Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 70 Mexico Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 71 Mexico Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 72 Rest of North America Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 73 Rest of North America Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 74 Rest of North America Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 75 Rest of North America Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 76 Rest of North America Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 77 Rest of North America Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 78 Rest of North America Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 79 Rest of North America Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 80 Europe Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 81 Europe Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 82 Europe Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 83 Europe Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 84 Europe Solution Market by Country, 2019 - 2022, USD Million
  • TABLE 85 Europe Solution Market by Country, 2023 - 2029, USD Million
  • TABLE 86 Europe Services Market by Country, 2019 - 2022, USD Million
  • TABLE 87 Europe Services Market by Country, 2023 - 2029, USD Million
  • TABLE 88 Europe Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 89 Europe Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 90 Europe Cloud Market by Country, 2019 - 2022, USD Million
  • TABLE 91 Europe Cloud Market by Country, 2023 - 2029, USD Million
  • TABLE 92 Europe On premise Market by Country, 2019 - 2022, USD Million
  • TABLE 93 Europe On premise Market by Country, 2023 - 2029, USD Million
  • TABLE 94 Europe Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 95 Europe Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 96 Europe Large Enterprises Market by Country, 2019 - 2022, USD Million
  • TABLE 97 Europe Large Enterprises Market by Country, 2023 - 2029, USD Million
  • TABLE 98 Europe SMEs Market by Country, 2019 - 2022, USD Million
  • TABLE 99 Europe SMEs Market by Country, 2023 - 2029, USD Million
  • TABLE 100 Europe Machine Learning in Pharmaceutical Industry Market by Country, 2019 - 2022, USD Million
  • TABLE 101 Europe Machine Learning in Pharmaceutical Industry Market by Country, 2023 - 2029, USD Million
  • TABLE 102 Germany Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 103 Germany Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 104 Germany Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 105 Germany Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 106 Germany Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 107 Germany Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 108 Germany Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 109 Germany Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 110 UK Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 111 UK Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 112 UK Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 113 UK Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 114 UK Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 115 UK Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 116 UK Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 117 UK Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 118 France Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 119 France Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 120 France Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 121 France Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 122 France Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 123 France Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 124 France Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 125 France Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 126 Russia Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 127 Russia Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 128 Russia Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 129 Russia Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 130 Russia Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 131 Russia Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 132 Russia Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 133 Russia Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 134 Spain Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 135 Spain Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 136 Spain Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 137 Spain Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 138 Spain Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 139 Spain Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 140 Spain Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 141 Spain Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 142 Italy Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 143 Italy Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 144 Italy Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 145 Italy Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 146 Italy Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 147 Italy Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 148 Italy Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 149 Italy Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 150 Rest of Europe Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 151 Rest of Europe Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 152 Rest of Europe Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 153 Rest of Europe Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 154 Rest of Europe Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 155 Rest of Europe Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 156 Rest of Europe Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 157 Rest of Europe Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 158 Asia Pacific Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 159 Asia Pacific Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 160 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 161 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 162 Asia Pacific Solution Market by Country, 2019 - 2022, USD Million
  • TABLE 163 Asia Pacific Solution Market by Country, 2023 - 2029, USD Million
  • TABLE 164 Asia Pacific Services Market by Country, 2019 - 2022, USD Million
  • TABLE 165 Asia Pacific Services Market by Country, 2023 - 2029, USD Million
  • TABLE 166 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 167 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 168 Asia Pacific Cloud Market by Country, 2019 - 2022, USD Million
  • TABLE 169 Asia Pacific Cloud Market by Country, 2023 - 2029, USD Million
  • TABLE 170 Asia Pacific On premise Market by Country, 2019 - 2022, USD Million
  • TABLE 171 Asia Pacific On premise Market by Country, 2023 - 2029, USD Million
  • TABLE 172 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 173 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 174 Asia Pacific Large Enterprises Market by Country, 2019 - 2022, USD Million
  • TABLE 175 Asia Pacific Large Enterprises Market by Country, 2023 - 2029, USD Million
  • TABLE 176 Asia Pacific SMEs Market by Country, 2019 - 2022, USD Million
  • TABLE 177 Asia Pacific SMEs Market by Country, 2023 - 2029, USD Million
  • TABLE 178 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Country, 2019 - 2022, USD Million
  • TABLE 179 Asia Pacific Machine Learning in Pharmaceutical Industry Market by Country, 2023 - 2029, USD Million
  • TABLE 180 China Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 181 China Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 182 China Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 183 China Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 184 China Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 185 China Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 186 China Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 187 China Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 188 Japan Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 189 Japan Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 190 Japan Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 191 Japan Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 192 Japan Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 193 Japan Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 194 Japan Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 195 Japan Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 196 India Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 197 India Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 198 India Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 199 India Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 200 India Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 201 India Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 202 India Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 203 India Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 204 South Korea Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 205 South Korea Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 206 South Korea Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 207 South Korea Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 208 South Korea Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 209 South Korea Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 210 South Korea Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 211 South Korea Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 212 Singapore Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 213 Singapore Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 214 Singapore Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 215 Singapore Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 216 Singapore Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 217 Singapore Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 218 Singapore Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 219 Singapore Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 220 Malaysia Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 221 Malaysia Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 222 Malaysia Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 223 Malaysia Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 224 Malaysia Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 225 Malaysia Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 226 Malaysia Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 227 Malaysia Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 228 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 229 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 230 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 231 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 232 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 233 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 234 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 235 Rest of Asia Pacific Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 236 LAMEA Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 237 LAMEA Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 238 LAMEA Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 239 LAMEA Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 240 LAMEA Solution Market by Country, 2019 - 2022, USD Million
  • TABLE 241 LAMEA Solution Market by Country, 2023 - 2029, USD Million
  • TABLE 242 LAMEA Services Market by Country, 2019 - 2022, USD Million
  • TABLE 243 LAMEA Services Market by Country, 2023 - 2029, USD Million
  • TABLE 244 LAMEA Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 245 LAMEA Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 246 LAMEA Cloud Market by Country, 2019 - 2022, USD Million
  • TABLE 247 LAMEA Cloud Market by Country, 2023 - 2029, USD Million
  • TABLE 248 LAMEA On premise Market by Country, 2019 - 2022, USD Million
  • TABLE 249 LAMEA On premise Market by Country, 2023 - 2029, USD Million
  • TABLE 250 LAMEA Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 251 LAMEA Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 252 LAMEA Large Enterprises Market by Country, 2019 - 2022, USD Million
  • TABLE 253 LAMEA Large Enterprises Market by Country, 2023 - 2029, USD Million
  • TABLE 254 LAMEA SMEs Market by Country, 2019 - 2022, USD Million
  • TABLE 255 LAMEA SMEs Market by Country, 2023 - 2029, USD Million
  • TABLE 256 LAMEA Machine Learning in Pharmaceutical Industry Market by Country, 2019 - 2022, USD Million
  • TABLE 257 LAMEA Machine Learning in Pharmaceutical Industry Market by Country, 2023 - 2029, USD Million
  • TABLE 258 Brazil Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 259 Brazil Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 260 Brazil Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 261 Brazil Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 262 Brazil Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 263 Brazil Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 264 Brazil Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 265 Brazil Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 266 Argentina Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 267 Argentina Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 268 Argentina Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 269 Argentina Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 270 Argentina Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 271 Argentina Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 272 Argentina Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 273 Argentina Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 274 UAE Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 275 UAE Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 276 UAE Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 277 UAE Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 278 UAE Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 279 UAE Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 280 UAE Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 281 UAE Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 282 Saudi Arabia Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 283 Saudi Arabia Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 284 Saudi Arabia Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 285 Saudi Arabia Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 286 Saudi Arabia Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 287 Saudi Arabia Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 288 Saudi Arabia Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 289 Saudi Arabia Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 290 South Africa Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 291 South Africa Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 292 South Africa Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 293 South Africa Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 294 South Africa Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 295 South Africa Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 296 South Africa Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 297 South Africa Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 298 Nigeria Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 299 Nigeria Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 300 Nigeria Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 301 Nigeria Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 302 Nigeria Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 303 Nigeria Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 304 Nigeria Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 305 Nigeria Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 306 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market, 2019 - 2022, USD Million
  • TABLE 307 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market, 2023 - 2029, USD Million
  • TABLE 308 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market by Component, 2019 - 2022, USD Million
  • TABLE 309 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market by Component, 2023 - 2029, USD Million
  • TABLE 310 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2019 - 2022, USD Million
  • TABLE 311 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market by Deployment Mode, 2023 - 2029, USD Million
  • TABLE 312 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market by Organization size, 2019 - 2022, USD Million
  • TABLE 313 Rest of LAMEA Machine Learning in Pharmaceutical Industry Market by Organization size, 2023 - 2029, USD Million
  • TABLE 314 Key Information - NVIDIA Corporation
  • TABLE 315 Key information - IBM Corporation
  • TABLE 316 key information - Microsoft Corporation
  • TABLE 317 Key Information - Google LLC
  • TABLE 318 Key Information - Cyclica, Inc.
  • TABLE 319 Key Information - BioSymetrics, Inc.
  • TABLE 320 Key Information - Deep Genomics Incorporated
  • TABLE 321 Key Information - Atomwise, Inc.
  • TABLE 322 Key Information - Cloud Pharmaceuticals, Inc.

List of Figures

  • FIG 1 Methodology for the research
  • FIG 2 KBV Cardinal Matrix
  • FIG 3 Key Leading Strategies: Percentage Distribution (2019-2023)
  • FIG 4 Key Strategic Move: (Partnerships, Collaborations and Agreements : 2019, Sep - 2023, Mar) Leading Players
  • FIG 5 Global Machine Learning in Pharmaceutical Industry Market share by Component, 2022
  • FIG 6 Global Machine Learning in Pharmaceutical Industry Market share by Component, 2029

FIG