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세계의 의약품 재이용용 AI 시장 : 시장 규모, 점유율 및 동향 분석 - 컴포넌트별, 기술별, 최종 용도별, 용도별, 지역별 전망 및 장래 예측(2025-2032년)

Global AI In Drug Repurposing Market Size, Share & Industry Analysis Report By Component, By Technology, By End Use, By Application, By Regional Outlook and Forecast, 2025 - 2032

발행일: | 리서치사: KBV Research | 페이지 정보: 영문 600 Pages | 배송안내 : 즉시배송

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

세계의 의약품 재이용용 AI 시장 규모는 예측 기간 동안 19.7%의 연평균 복합 성장률(CAGR)로 성장할 전망이며, 2032년까지 41억 1,000만 달러에 달할 것으로 예상되고 있습니다.

주요 하이라이트 :

  • 2024년 세계의 의약품 재이용용 AI 시장에서는 북미 시장이 우위를 차지했으며 2024년에는 42.30%의 수익 점유율을 차지했습니다.
  • 미국 시장은 북미의 리더십을 유지하며 2032년까지 시장 규모가 13억 1,000만 달러에 달할 것으로 예측됩니다.
  • 컴포넌트 중 소프트웨어 및 플랫폼 부문은 세계 시장을 독점했으며, 2024년에는 64.95%의 수익 점유율을 차지했습니다.
  • 기술 면에서 머신러닝 및 딥러닝 분야가 세계 시장을 선도할 것으로 예상되고 있으며, 2032년까지 수익 점유율은 40.63%가 될 것으로 예측되고 있습니다.
  • 제약 및 생명공학 기업 시장은 2024년 주요 최종 용도로 부상하여 58.41%의 수익 점유율을 얻었으며, 예측 기간 동안에도 우위를 유지할 것으로 예측됩니다.
  • 종양학의 용도 시장은 2032년 12억 8,000만 달러 시장 규모로 성장할 전망이며, 예측 기간 동안 지배적인 지위를 유지할 것으로 예측됩니다.

제약 업계는 AI가 의약품 재이용(의약품 리퍼 패싱 : 기존 화합물의 새로운 치료 용도 식별)에 혁명을 일으켜 큰 변화를 경험하고 있습니다. 기존 의약품 재이용은 딥러닝, 그래프 기반 모델, 머신러닝을 활용한 체계적이고 데이터 중심의 접근 방식으로 발전했습니다. 단백질체학, 임상 기록, 유전체학를 포함한 방대한 생물의학 데이터 세트를 활용함으로써 AI는 지금까지 명백하지 않은 복잡한 약물과 질병의 관계를 밝혀냈습니다. 이러한 진보로 AI 기반 의약품 재이용은 실험적 아이디어에서 기술 공급자와 제약 회사의 강력한 파트너십을 뒷받침하는 주류 연구개발 전략으로 전환되었습니다. AI는 보다 효율적인 라이프사이클 관리, 충족되지 않은 의료 요구에 대한 타겟팅 강화, 창약 기간 단축을 가능하게 합니다.

의약품 재이용용 AI 시장은 많은 동향에 견인되어 성장이 예상되고 있습니다. 전환은 이전에는 효과가 없었던 분자의 구제 프로그램과 희귀질환에 대한 용도로 확대되어 전략적 및 인도적 이점을 제공합니다. 적응 학습 시스템을 통해 새로운 데이터의 발생에 맞게 모델을 지속적으로 업데이트할 수 있어 장기적인 가치 및 정확성이 향상됩니다. 또한 AI 시스템은 주로 멀티모달 데이터를 관리하고 설명 가능성에 중점을 두고 있으며 임상적으로 신뢰되고 규제 당국의 신뢰를 구축하는 메커니즘에 대한 인사이트를 제공합니다. 시장 기업은 수직 파트너십, 하이브리드 비즈니스 모델 및 확장 가능한 AI 플랫폼을 구축하여 혁신을 지원합니다. 시장은 치열한 경쟁에 직면하고 있으며, 제약 파이프라인에 연결된 여러 통합 AI 바이오에코시스템을 중심으로 정세가 통합될 것으로 예측되며, 기업은 희귀질환 및 특정 치료법에 중점을 둡니다.

COVID-19의 영향 분석

COVID-19 팬데믹은 기존 의약품 재이용용 AI의 활용을 크게 가속화하고 의약품 연구개발에서 AI의 중요성을 보여주었습니다. 기업은 즉시 치료가 필요했기 때문에 AI를 활용하여 기존 화합물을 신속하게 스크리닝했습니다. 이로 인해 신약을 발견하는 데 걸리는 시간이 몇 년에서 몇 주로 단축되었습니다. SARS-CoV-2에 대한 사용 가능한 데이터가 증가함에 따라 AI 모델은 보다 정확한 예측을 수행할 수 있었습니다. 예비적인 성공 사례는 투자자와 업계의 자신감을 높였습니다. 민간 파트너십과 공동 데이터 공유 프로젝트를 통해 AI 데이터세트를 추가하여 하이브리드 모델링 접근 방식을 위한 새로운 아이디어로 이어졌습니다. 그 결과, AI 전용은 테스트 프로젝트에서 현대 의약품 개발의 중요한 부분으로 이동하여 유행 후에도 AI가 어떻게 변화하는지를 보여주었습니다. 이와 같이 COVID-19 팬데믹은 시장에 긍정적인 영향을 미쳤습니다.

기술 전망

기술을 기반으로 시장은 머신러닝 및 딥러닝, 자연 언어 처리(NLP), 지식 그래프, 네트워크 기반 AI, 생성형 AI, 대규모 언어 모델(LLM), 컴퓨터 비전으로 분류됩니다. 자연 언어 처리(NLP) 부문은 2024년 의약품 재이용용 AI 시장에서 20%의 수익 점유율을 기록했습니다. 자연언어처리는 조사 논문, 특허, 임상시험 보고서 등 비구조화 생물의학 정보로부터 인사이트를 추출하는 데 중요한 역할을 합니다. NLP 알고리즘은 수백만 개의 문서를 스캔하고 과학적 언어를 문맥적으로 해석함으로써 잠재적인 약물 표적 및 약물과 질병의 관련성을 확인할 수 있습니다.

최종 용도 전망

최종 용도에 따라 시장은 제약 및 생명 공학 기업, 개발 업무 조사 기관(CRO), 학술 및 연구 기관 및 기타 최종 용도로 분류됩니다. 조사 업무 수탁기관(CRO) 부문은 2024년 의약품 재이용용 AI 시장에서 20%의 수익 점유율을 기록했습니다. 조사 업무 수탁기관은 의약품 재사용을 위한 AI 기반 플랫폼을 도입하여 제약회사의 데이터 처리, 임상적 지견, 실험 검증을 지원하고 있습니다. CRO는 AI 툴을 사용하여 효율적인 시험 프로토콜을 설계하고, 재사용할 수 있는 의약품 후보를 확인하고, 환자의 반응을 모델링합니다.

지역 전망

지역별로 살펴보면 의약품 재이용용 AI 시장은 북미, 유럽, 아시아태평양, LAMEA에서 분석되고 있습니다. 북미 부문은 2024년 의약품 재이용용 AI 시장에서 42%의 수익 점유율을 기록했습니다. 의약품 재이용용 AI 시장은 북미와 유럽에서 크게 성장할 것으로 예측됩니다. 이는 제약업계의 연구개발에 대한 엄청난 투자, CRO 및 주요 제약회사와 제휴하는 AI 스타트업 기업의 확립된 생태계, 광범위한 생물의학 데이터 세트(리얼 월드 에비던스, EHR, 유전체학) 때문입니다. 또한 유럽 시장에는 강력한 트랜스레이셔널 조사 네트워크, 확립된 생명공학 및 제약 클러스터가 있어 AI 기반 도구에 대한 규제 당국의 관심이 높아져 수요가 견조합니다. 또한 유럽은 데이터 프라이버시의 도입과 규제의 무결성에 중점을 두고 있으며, 그 결과 재활용 후보의 임상 검증이 급증하고 있습니다.

아시아태평양 및 LAMEA 지역에서는 의약품 재이용용 AI 시장이 대폭 확대될 것으로 예상되고 있습니다. 이는 인도, 한국, 중국에서 연구개발 비용의 급속한 증가, 지역의 의료 및 AI 이니셔티브, 바이오메디컬 데이터의 가용성 향상, 세계 제약 기업 및 지역 AI 제공업체와의 수많은 제휴에 의해 견인되고 있습니다. 또한, LAMEA 지역은 임상시험 활동 증가와 정부의 디지털 헬스 프로그램의 확대에 의해서도 성장하고 있습니다. 세계 협력과 민간 투자는 특히 헬스케어 인프라가 개발된 국가에서 지역별 수요를 목표로 하고 있습니다.

목차

제1장 시장의 범위 및 분석 수법

  • 시장의 정의
  • 목적
  • 시장 범위
  • 세분화
  • 분석 방법

제2장 시장 개관

  • 주요 하이라이트

제3장 시장 개요

  • 서문
    • 개요
      • 시장 구성 및 시나리오
  • 시장에 영향을 미치는 주요 요인
    • 시장 성장 촉진요인
    • 시장 성장 억제요인
    • 시장 기회
    • 시장의 과제
  • Porter's Five Forces 분석

제4장 시장 동향 : 의약품 재이용용 AI 시장

제5장 경쟁 구도 : 의약품 재이용용 AI 시장

제6장 밸류체인 분석 : 의약품 재이용용 AI 시장

제7장 제품 수명주기(PLC) : 의약품 재이용용 AI 시장

제8장 시장 통합 : 의약품 재이용용 AI 시장

제9장 주요 고객 기준 : 의약품 재이용용 AI 시장

제10장 세계의 의약품 재이용용 AI 시장 : 컴포넌트별

  • 세계의 소프트웨어 및 플랫폼 시장 : 지역별
  • 세계의 서비스 시장 : 지역별

제11장 세계의 의약품 재이용용 AI 시장 : 기술별

  • 세계의 머신러닝 및 딥러닝 시장 : 지역별
  • 세계의 자연언어처리(NLP) 시장 : 지역별
  • 세계의 지식 그래프 및 네트워크 베이스 AI 시장 : 지역별
  • 세계의 생성형 AI 및 대규모 언어 모델(LLM) 시장 : 지역별
  • 세계의 컴퓨터 비전 시장 : 지역별

제12장 세계의 의약품 재이용용 AI 시장 : 최종 용도별

  • 세계의 제약 및 바이오테크놀러지 기업 시장 : 지역별
  • 세계의 CRO 시장 : 지역별
  • 세계의 학술기관 및 연구기관 시장 : 지역별
  • 세계의 다른 최종 용도 시장 : 지역별

제13장 세계의 의약품 재이용용 AI 시장 : 용도별

  • 세계의 종양학 시장 : 지역별
  • 세계의 신경학 시장 : 지역별
  • 세계의 감염증 시장 : 지역별
  • 세계의 희소질환 및 고아질환 시장 : 지역별
  • 세계의 심장병 시장 : 지역별
  • 세계의 다른 용도 시장 : 지역별

제14장 세계의 의약품 재이용용 AI 시장 : 지역별

  • 북미
  • 시장에 영향을 미치는 주요 요인
    • 북미의 의약품 재이용용 AI 시장 : 국가별
      • 미국
      • 캐나다
      • 멕시코
      • 기타 북미
  • 유럽
    • 유럽의 의약품 재이용용 AI 시장 : 국가별
    • 시장에 영향을 미치는 주요 요인
      • 독일
      • 프랑스
      • 영국
      • 러시아
      • 스페인
      • 이탈리아
      • 기타 유럽
  • 아시아태평양
    • 아시아태평양의 의약품 재이용용 AI 시장 : 국가별
    • 시장에 영향을 미치는 주요 요인
      • 중국
      • 일본
      • 인도
      • 한국
      • 호주
      • 말레이시아
      • 기타 아시아태평양
  • 라틴아메리카, 중동 및 아프리카(LAMEA)
  • 시장에 영향을 미치는 주요 요인
    • 라틴아메리카 및 중동 및 아프리카의 의약품 재이용용 AI 시장 : 국가별
      • 브라질
      • 아르헨티나
      • 아랍에미리트(UAE)
      • 사우디아라비아
      • 남아프리카
      • 나이지리아
      • 기타 라틴아메리카, 중동 및 아프리카

제15장 기업 프로파일

  • Ginkgo Bioworks Holdings, Inc
  • IBM Corporation
  • Atomwise, Inc
  • Cyclica, Inc
  • Genesis Healthcare Co
  • Verge, Inc
  • Novartis AG
  • Schrodinger, Inc
  • Recursion Pharmaceuticals, Inc
  • The Cradle Company

제16장 의약품 재이용용 AI 시장의 성공 필수 조건

AJY 25.12.12

The Global AI In Drug Repurposing Market size is expected to reach $4.11 billion by 2032, rising at a market growth of 19.7% CAGR during the forecast period.

Key Highlights:

  • The North America market dominated Global AI In Drug Repurposing Market in 2024, accounting for a 42.30% revenue share in 2024.
  • The U.S. market is projected to maintain its leadership in North America, reaching a market size of USD 1.31 billion by 2032.
  • Among the Component, the Software & Platform segment dominated the global market, contributing a revenue share of 64.95% in 2024.
  • In terms of Technology, Machine Learning/Deep Learning segment are expected to lead the global market, with a projected revenue share of 40.63% by 2032.
  • The Pharmaceutical & BioTechnology Companies market emerged as the leading End Use in 2024, capturing a 58.41% revenue share, and is projected to retain its dominance during the forecast period.
  • The Oncology Market in Application is poised to grow at the market in 2032 with a market size of USD 1.28 billion and is projected to maintain its dominant position throughout the forecast period.

The pharmaceutical sector is experiencing a transformative shift as AI revolutionizes drug repurposing-identifying new therapeutic uses for existing compounds. Drug repurposing has developed into a systematic and data-driven approach powered by deep learning, graph-based models, and machine learning. By deploying vast biomedical datasets-including proteomics, clinical records, and genomics, AI now unveils complex drug-disease relationships that were not evident previously. This development has shifted AI-based repurposing from an experimental idea to a mainstream R&D strategy, supported by a strong partnership between technology providers and pharmaceutical companies. AI allows more efficient lifecycle management, enhanced targeting of unmet medical requirements, and faster drug discovery timelines.

The AI in Drug Repurposing market is anticipated to grow, driven by numerous trends. Repurposing is expanding into rescue programs and rare diseases for previously failed molecules, offering strategic as well as humanitarian advantages. Adaptive learning systems now allow continued model updates as new data emerges, improving long-term value and accuracy. Also, AI systems largely manage multimodal data and focus on explainability, providing mechanistic insights that clinical trust and build regulatory confidence. Market players deploy vertical partnerships, hybrid business models, and scalable AI platforms to support innovation. The market is witnessing intensive competition as the landscape is predicted to consolidate around a few integrated AI bio-ecosystems connected to pharma pipelines, with players emphasizing on rare conditions or specific therapeutic.

COVID 19 Impact Analysis

The COVID-19 pandemic sped up the use of AI in drug repurposing a lot, showing how important it is for pharmaceutical R&D. Organizations used AI to quickly screen existing compounds because they needed treatments right away. This cut the time it took to find new drugs from years to weeks. AI models were able to make better predictions because there was more data available on SARS-CoV-2. Preliminary success stories also made investors and the industry more confident. Public-private partnerships and collaborative data-sharing projects added to AI datasets, which led to new ideas for hybrid modeling approaches. As a result, AI repurposing went from being a test project to a key part of modern drug development, showing how it could change things even after the pandemic. Thus, the COVID-19 pandemic had a positive impact on the market.

Technology Outlook

Based on Technology, the market is segmented into Machine Learning/Deep Learning, Natural Language Processing (NLP), Knowledge Graphs & Network-Based AI, Generative AI & Large Language Models (LLMs), and Computer Vision. The natural language processing (NLP) segment witnessed 20% revenue share in the AI In drug repurposing market in 2024. Natural language processing plays a vital role in extracting insights from unstructured biomedical information such as research papers, patents, and clinical trial reports. NLP algorithms can scan millions of documents to identify potential drug-target or drug-disease connections by interpreting scientific language contextually.

End Use Outlook

Based on End Use, the market is segmented into Pharmaceutical & BioTechnology Companies, Contract Research Organizations (CROs), Academic & Research Institutes, and Other End Use. The contract research organizations (CROs) segment recorded 20% revenue share in the AI In drug repurposing market in 2024. Contract research organizations are increasingly adopting AI-based platforms for drug repurposing to support pharmaceutical clients with data processing, clinical insights, and experimental validation. CROs use AI tools to design efficient trial protocols, identify drug candidates with repurposing potential, and model patient responses.

Regional Outlook

Region-wise, the AI In Drug Repurposing Market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America segment recorded 42% revenue share in the AI In Drug Repurposing Market in 2024. The AI in Drug Repurposing market is anticipated to grow at a significant rate in North America and Europe. This is due to large investment in pharma R&D, well-established ecosystem of AI startups collaborating CROs and big pharma, and extensive biomedical datasets (real-world evidence, EHRs, and genomics). Furthermore, the European market has strong translational research networks, well-established biotech and pharmaceutical clusters, and growing regulatory interest in AI-based tools, resulting in strong demand. Also, Europe focuses on data privacy deployments and regulatory alignment, which result in surging clinical validation of repurposing candidates.

In the Asia Pacific and LAMEA regions, the AI in Drug Repurposing market is expected to experience substantial expansion. This is driven by rapidly growing R&D spending in India, South Korea, and China, regional health/AI initiatives, rising biomedical data availability, and numerous partnerships between global pharma and regional AI providers. Moreover, the LAMEA region is also witnessing growth due to the rising clinical trial activity and increasing government digital health programs. The global collaborations and private investments target region-specific demands, particularly in nations with strong healthcare infrastructure.

List of Key Companies Profiled

  • Ginkgo Bioworks Holdings, Inc.
  • IBM Corporation
  • Atomwise, Inc.
  • Cyclica, Inc.
  • Genesis Healthcare Co.
  • Verge, Inc.
  • Novartis AG
  • Schrodinger, Inc
  • Recursion Pharmaceuticals, Inc.
  • The Cradle Company

Global AI In Drug Repurposing Market Report Segmentation

By Component

  • Software & Platform
  • Services

By Technology

  • Machine Learning/Deep Learning
  • Natural Language Processing (NLP)
  • Knowledge Graphs & Network-Based AI
  • Generative AI & Large Language Models (LLMs)
  • Computer Vision

By End Use

  • Pharmaceutical & BioTechnology Companies
  • Contract Research Organizations (CROs)
  • Academic & Research Institutes
  • Other End Use

By Application

  • Oncology
  • Neurology
  • Infectious Diseases
  • Rare & Orphan Diseases
  • Cardiology
  • Other Application

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

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 AI In Drug Repurposing Market, by Component
    • 1.4.2 Global AI In Drug Repurposing Market, by Technology
    • 1.4.3 Global AI In Drug Repurposing Market, by End Use
    • 1.4.4 Global AI In Drug Repurposing Market, by Application
    • 1.4.5 Global AI In Drug Repurposing Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints
    • 3.2.3 Market Opportunities
    • 3.2.4 Market Challenges
  • 3.3 Porter Five Forces Analysis

Chapter 4. Market Trends - AI In Drug Repurposing Market

Chapter 5. State of Competition - AI In Drug Repurposing Market

Chapter 6. Value Chain Analysis of AI In Drug Repurposing Market

Chapter 7. Product Life Cycle - AI In Drug Repurposing Market

Chapter 8. Market Consolidation - AI In Drug Repurposing Market

Chapter 9. Key Customer Criteria - AI In Drug Repurposing Market

Chapter 10. Global AI In Drug Repurposing Market by Component

  • 10.1 Global Software & Platform Market by Region
  • 10.2 Global Services Market by Region

Chapter 11. Global AI In Drug Repurposing Market by Technology

  • 11.1 Global Machine Learning/Deep Learning Market by Region
  • 11.2 Global Natural Language Processing (NLP) Market by Region
  • 11.3 Global Knowledge Graphs & Network-Based AI Market by Region
  • 11.4 Global Generative AI & Large Language Models (LLMs) Market by Region
  • 11.5 Global Computer Vision Market by Region

Chapter 12. Global AI In Drug Repurposing Market by End Use

  • 12.1 Global Pharmaceutical & BioTechnology Companies Market by Region
  • 12.2 Global Contract Research Organizations (CROs) Market by Region
  • 12.3 Global Academic & Research Institutes Market by Region
  • 12.4 Global Other End Use Market by Region

Chapter 13. Global AI In Drug Repurposing Market by Application

  • 13.1 Global Oncology Market by Region
  • 13.2 Global Neurology Market by Region
  • 13.3 Global Infectious Diseases Market by Region
  • 13.4 Global Rare & Orphan Diseases Market by Region
  • 13.5 Global Cardiology Market by Region
  • 13.6 Global Other Application Market by Region

Chapter 14. Global AI In Drug Repurposing Market by Region

  • 14.1 North America AI In Drug Repurposing Market
  • 14.2 Key Factors Impacting the Market
    • 14.2.1 Market Drivers
    • 14.2.2 Market Restraints
    • 14.2.3 Market Opportunities
    • 14.2.4 Market Challenges
    • 14.2.5 Market Trends - North America AI In Drug Repurposing Market
    • 14.2.6 State of Competition - North American AI in Drug Repurposing Market
    • 14.2.7 North America AI In Drug Repurposing Market by Component
      • 14.2.7.1 North America Software & Platform Market by Country
      • 14.2.7.2 North America Services Market by Country
    • 14.2.8 North America AI In Drug Repurposing Market by Technology
      • 14.2.8.1 North America Machine Learning/Deep Learning Market by Region
      • 14.2.8.2 North America Natural Language Processing (NLP) Market by Region
      • 14.2.8.3 North America Knowledge Graphs & Network-Based AI Market by Region
      • 14.2.8.4 North America Generative AI & Large Language Models (LLMs) Market by Region
      • 14.2.8.5 North America Computer Vision Market by Region
    • 14.2.9 North America AI In Drug Repurposing Market by End Use
      • 14.2.9.1 North America Pharmaceutical & BioTechnology Companies Market by Country
      • 14.2.9.2 North America Contract Research Organizations (CROs) Market by Country
      • 14.2.9.3 North America Academic & Research Institutes Market by Country
      • 14.2.9.4 North America Other End Use Market by Country
    • 14.2.10 North America AI In Drug Repurposing Market by Application
      • 14.2.10.1 North America Oncology Market by Country
      • 14.2.10.2 North America Neurology Market by Country
      • 14.2.10.3 North America Infectious Diseases Market by Country
      • 14.2.10.4 North America Rare & Orphan Diseases Market by Country
      • 14.2.10.5 North America Cardiology Market by Country
      • 14.2.10.6 North America Other Application Market by Country
    • 14.2.11 North America AI In Drug Repurposing Market by Country
      • 14.2.11.1 US AI In Drug Repurposing Market
        • 14.2.11.1.1 US AI In Drug Repurposing Market by Component
        • 14.2.11.1.2 US AI In Drug Repurposing Market by Technology
        • 14.2.11.1.3 US AI In Drug Repurposing Market by End Use
        • 14.2.11.1.4 US AI In Drug Repurposing Market by Application
      • 14.2.11.2 Canada AI In Drug Repurposing Market
        • 14.2.11.2.1 Canada AI In Drug Repurposing Market by Component
        • 14.2.11.2.2 Canada AI In Drug Repurposing Market by Technology
        • 14.2.11.2.3 Canada AI In Drug Repurposing Market by End Use
        • 14.2.11.2.4 Canada AI In Drug Repurposing Market by Application
      • 14.2.11.3 Mexico AI In Drug Repurposing Market
        • 14.2.11.3.1 Mexico AI In Drug Repurposing Market by Component
        • 14.2.11.3.2 Mexico AI In Drug Repurposing Market by Technology
        • 14.2.11.3.3 Mexico AI In Drug Repurposing Market by End Use
        • 14.2.11.3.4 Mexico AI In Drug Repurposing Market by Application
      • 14.2.11.4 Rest of North America AI In Drug Repurposing Market
        • 14.2.11.4.1 Rest of North America AI In Drug Repurposing Market by Component
        • 14.2.11.4.2 Rest of North America AI In Drug Repurposing Market by Technology
        • 14.2.11.4.3 Rest of North America AI In Drug Repurposing Market by End Use
        • 14.2.11.4.4 Rest of North America AI In Drug Repurposing Market by Application
  • 14.3 Europe AI In Drug Repurposing Market
  • 14.4 Key Factors Impacting the Market
    • 14.4.1 Market Drivers
    • 14.4.2 Market Restraints
    • 14.4.3 Market Opportunities
    • 14.4.4 Market Challenges
    • 14.4.5 Market Trends - Europe AI In Drug Repurposing Market
    • 14.4.6 State of Competition - Europe AI in Drug Repurposing market
    • 14.4.7 Europe AI In Drug Repurposing Market by Component
      • 14.4.7.1 Europe Software & Platform Market by Country
      • 14.4.7.2 Europe Services Market by Country
    • 14.4.8 Europe AI In Drug Repurposing Market by Technology
      • 14.4.8.1 Europe Machine Learning/Deep Learning Market by Country
      • 14.4.8.2 Europe Natural Language Processing (NLP) Market by Country
      • 14.4.8.3 Europe Knowledge Graphs & Network-Based AI Market by Country
      • 14.4.8.4 Europe Generative AI & Large Language Models (LLMs) Market by Country
      • 14.4.8.5 Europe Computer Vision Market by Country
    • 14.4.9 Europe AI In Drug Repurposing Market by End Use
      • 14.4.9.1 Europe Pharmaceutical & BioTechnology Companies Market by Country
      • 14.4.9.2 Europe Contract Research Organizations (CROs) Market by Country
      • 14.4.9.3 Europe Academic & Research Institutes Market by Country
      • 14.4.9.4 Europe Other End Use Market by Country
    • 14.4.10 Europe AI In Drug Repurposing Market by Application
      • 14.4.10.1 Europe Oncology Market by Country
      • 14.4.10.2 Europe Neurology Market by Country
      • 14.4.10.3 Europe Infectious Diseases Market by Country
      • 14.4.10.4 Europe Rare & Orphan Diseases Market by Country
      • 14.4.10.5 Europe Cardiology Market by Country
      • 14.4.10.6 Europe Other Application Market by Country
    • 14.4.11 Europe AI In Drug Repurposing Market by Country
      • 14.4.11.1 Germany AI In Drug Repurposing Market
        • 14.4.11.1.1 Germany AI In Drug Repurposing Market by Component
        • 14.4.11.1.2 Germany AI In Drug Repurposing Market by Technology
        • 14.4.11.1.3 Germany AI In Drug Repurposing Market by End Use
        • 14.4.11.1.4 Germany AI In Drug Repurposing Market by Application
      • 14.4.11.2 UK AI In Drug Repurposing Market
        • 14.4.11.2.1 UK AI In Drug Repurposing Market by Component
        • 14.4.11.2.2 UK AI In Drug Repurposing Market by Technology
        • 14.4.11.2.3 UK AI In Drug Repurposing Market by End Use
        • 14.4.11.2.4 UK AI In Drug Repurposing Market by Application
      • 14.4.11.3 France AI In Drug Repurposing Market
        • 14.4.11.3.1 France AI In Drug Repurposing Market by Component
        • 14.4.11.3.2 France AI In Drug Repurposing Market by Technology
        • 14.4.11.3.3 France AI In Drug Repurposing Market by End Use
        • 14.4.11.3.4 France AI In Drug Repurposing Market by Application
      • 14.4.11.4 Russia AI In Drug Repurposing Market
        • 14.4.11.4.1 Russia AI In Drug Repurposing Market by Component
        • 14.4.11.4.2 Russia AI In Drug Repurposing Market by Technology
        • 14.4.11.4.3 Russia AI In Drug Repurposing Market by End Use
        • 14.4.11.4.4 Russia AI In Drug Repurposing Market by Application
      • 14.4.11.5 Spain AI In Drug Repurposing Market
        • 14.4.11.5.1 Spain AI In Drug Repurposing Market by Component
        • 14.4.11.5.2 Spain AI In Drug Repurposing Market by Technology
        • 14.4.11.5.3 Spain AI In Drug Repurposing Market by End Use
        • 14.4.11.5.4 Spain AI In Drug Repurposing Market by Application
      • 14.4.11.6 Italy AI In Drug Repurposing Market
        • 14.4.11.6.1 Italy AI In Drug Repurposing Market by Component
        • 14.4.11.6.2 Italy AI In Drug Repurposing Market by Technology
        • 14.4.11.6.3 Italy AI In Drug Repurposing Market by End Use
        • 14.4.11.6.4 Italy AI In Drug Repurposing Market by Application
      • 14.4.11.7 Rest of Europe AI In Drug Repurposing Market
        • 14.4.11.7.1 Rest of Europe AI In Drug Repurposing Market by Component
        • 14.4.11.7.2 Rest of Europe AI In Drug Repurposing Market by Technology
        • 14.4.11.7.3 Rest of Europe AI In Drug Repurposing Market by End Use
        • 14.4.11.7.4 Rest of Europe AI In Drug Repurposing Market by Application
  • 14.5 Asia Pacific AI In Drug Repurposing Market
  • 14.6 Key Factors Impacting the Market
    • 14.6.1 Market Drivers
    • 14.6.2 Market Restraints
    • 14.6.3 Market Opportunities
    • 14.6.4 Market Challenges
    • 14.6.5 Market Trends - Asia Pacific AI In Drug Repurposing Market
    • 14.6.6 State of Competition - Asia Pacific AI In Drug Repurposing Market
    • 14.6.7 Asia Pacific AI In Drug Repurposing Market by Component
      • 14.6.7.1 Asia Pacific Software & Platform Market by Country
      • 14.6.7.2 Asia Pacific Services Market by Country
    • 14.6.8 Asia Pacific AI In Drug Repurposing Market by Technology
      • 14.6.8.1 Asia Pacific Machine Learning/Deep Learning Market by Country
      • 14.6.8.2 Asia Pacific Natural Language Processing (NLP) Market by Country
      • 14.6.8.3 Asia Pacific Knowledge Graphs & Network-Based AI Market by Country
      • 14.6.8.4 Asia Pacific Generative AI & Large Language Models (LLMs) Market by Country
      • 14.6.8.5 Asia Pacific Computer Vision Market by Country
    • 14.6.9 Asia Pacific AI In Drug Repurposing Market by End Use
      • 14.6.9.1 Asia Pacific Pharmaceutical & BioTechnology Companies Market by Country
      • 14.6.9.2 Asia Pacific Contract Research Organizations (CROs) Market by Country
      • 14.6.9.3 Asia Pacific Academic & Research Institutes Market by Country
      • 14.6.9.4 Asia Pacific Other End Use Market by Country
    • 14.6.10 Asia Pacific AI In Drug Repurposing Market by Application
      • 14.6.10.1 Asia Pacific Oncology Market by Country
      • 14.6.10.2 Asia Pacific Neurology Market by Country
      • 14.6.10.3 Asia Pacific Infectious Diseases Market by Country
      • 14.6.10.4 Asia Pacific Rare & Orphan Diseases Market by Country
      • 14.6.10.5 Asia Pacific Cardiology Market by Country
      • 14.6.10.6 Asia Pacific Other Application Market by Country
    • 14.6.11 Asia Pacific AI In Drug Repurposing Market by Country
      • 14.6.11.1 China AI In Drug Repurposing Market
        • 14.6.11.1.1 China AI In Drug Repurposing Market by Component
        • 14.6.11.1.2 China AI In Drug Repurposing Market by Technology
        • 14.6.11.1.3 China AI In Drug Repurposing Market by End Use
        • 14.6.11.1.4 China AI In Drug Repurposing Market by Application
      • 14.6.11.2 Japan AI In Drug Repurposing Market
        • 14.6.11.2.1 Japan AI In Drug Repurposing Market by Component
        • 14.6.11.2.2 Japan AI In Drug Repurposing Market by Technology
        • 14.6.11.2.3 Japan AI In Drug Repurposing Market by End Use
        • 14.6.11.2.4 Japan AI In Drug Repurposing Market by Application
      • 14.6.11.3 India AI In Drug Repurposing Market
        • 14.6.11.3.1 India AI In Drug Repurposing Market by Component
        • 14.6.11.3.2 India AI In Drug Repurposing Market by Technology
        • 14.6.11.3.3 India AI In Drug Repurposing Market by End Use
        • 14.6.11.3.4 India AI In Drug Repurposing Market by Application
      • 14.6.11.4 South Korea AI In Drug Repurposing Market
        • 14.6.11.4.1 South Korea AI In Drug Repurposing Market by Component
        • 14.6.11.4.2 South Korea AI In Drug Repurposing Market by Technology
        • 14.6.11.4.3 South Korea AI In Drug Repurposing Market by End Use
        • 14.6.11.4.4 South Korea AI In Drug Repurposing Market by Application
      • 14.6.11.5 Singapore AI In Drug Repurposing Market
        • 14.6.11.5.1 Singapore AI In Drug Repurposing Market by Component
        • 14.6.11.5.2 Singapore AI In Drug Repurposing Market by Technology
        • 14.6.11.5.3 Singapore AI In Drug Repurposing Market by End Use
        • 14.6.11.5.4 Singapore AI In Drug Repurposing Market by Application
      • 14.6.11.6 Malaysia AI In Drug Repurposing Market
        • 14.6.11.6.1 Malaysia AI In Drug Repurposing Market by Component
        • 14.6.11.6.2 Malaysia AI In Drug Repurposing Market by Technology
        • 14.6.11.6.3 Malaysia AI In Drug Repurposing Market by End Use
        • 14.6.11.6.4 Malaysia AI In Drug Repurposing Market by Application
      • 14.6.11.7 Rest of Asia Pacific AI In Drug Repurposing Market
        • 14.6.11.7.1 Rest of Asia Pacific AI In Drug Repurposing Market by Component
        • 14.6.11.7.2 Rest of Asia Pacific AI In Drug Repurposing Market by Technology
        • 14.6.11.7.3 Rest of Asia Pacific AI In Drug Repurposing Market by End Use
        • 14.6.11.7.4 Rest of Asia Pacific AI In Drug Repurposing Market by Application
  • 14.7 LAMEA AI In Drug Repurposing Market
  • 14.8 Key Factors Impacting the Market
    • 14.8.1 Market Drivers
    • 14.8.2 Market Restraints
    • 14.8.3 Market Opportunities
    • 14.8.4 Market Challenges
    • 14.8.5 Market Trends - LAMEA AI In Drug Repurposing Market
    • 14.8.6 State of Competition - LAMEA AI in Drug Repurposing market
    • 14.8.7 LAMEA AI In Drug Repurposing Market by Component
      • 14.8.7.1 LAMEA Software & Platform Market by Country
      • 14.8.7.2 LAMEA Services Market by Country
    • 14.8.8 LAMEA AI In Drug Repurposing Market by Technology
      • 14.8.8.1 LAMEA Machine Learning/Deep Learning Market by Country
      • 14.8.8.2 LAMEA Natural Language Processing (NLP) Market by Country
      • 14.8.8.3 LAMEA Knowledge Graphs & Network-Based AI Market by Country
      • 14.8.8.4 LAMEA Generative AI & Large Language Models (LLMs) Market by Country
      • 14.8.8.5 LAMEA Computer Vision Market by Country
    • 14.8.9 LAMEA AI In Drug Repurposing Market by End Use
      • 14.8.9.1 LAMEA Pharmaceutical & BioTechnology Companies Market by Country
      • 14.8.9.2 LAMEA Contract Research Organizations (CROs) Market by Country
      • 14.8.9.3 LAMEA Academic & Research Institutes Market by Country
      • 14.8.9.4 LAMEA Other End Use Market by Country
    • 14.8.10 LAMEA AI In Drug Repurposing Market by Application
      • 14.8.10.1 LAMEA Oncology Market by Country
      • 14.8.10.2 LAMEA Neurology Market by Country
      • 14.8.10.3 LAMEA Infectious Diseases Market by Country
      • 14.8.10.4 LAMEA Rare & Orphan Diseases Market by Country
      • 14.8.10.5 LAMEA Cardiology Market by Country
      • 14.8.10.6 LAMEA Other Application Market by Country
    • 14.8.11 LAMEA AI In Drug Repurposing Market by Country
      • 14.8.11.1 Brazil AI In Drug Repurposing Market
        • 14.8.11.1.1 Brazil AI In Drug Repurposing Market by Component
        • 14.8.11.1.2 Brazil AI In Drug Repurposing Market by Technology
        • 14.8.11.1.3 Brazil AI In Drug Repurposing Market by End Use
        • 14.8.11.1.4 Brazil AI In Drug Repurposing Market by Application
      • 14.8.11.2 Argentina AI In Drug Repurposing Market
        • 14.8.11.2.1 Argentina AI In Drug Repurposing Market by Component
        • 14.8.11.2.2 Argentina AI In Drug Repurposing Market by Technology
        • 14.8.11.2.3 Argentina AI In Drug Repurposing Market by End Use
        • 14.8.11.2.4 Argentina AI In Drug Repurposing Market by Application
      • 14.8.11.3 UAE AI In Drug Repurposing Market
        • 14.8.11.3.1 UAE AI In Drug Repurposing Market by Component
        • 14.8.11.3.2 UAE AI In Drug Repurposing Market by Technology
        • 14.8.11.3.3 UAE AI In Drug Repurposing Market by End Use
        • 14.8.11.3.4 UAE AI In Drug Repurposing Market by Application
      • 14.8.11.4 Saudi Arabia AI In Drug Repurposing Market
        • 14.8.11.4.1 Saudi Arabia AI In Drug Repurposing Market by Component
        • 14.8.11.4.2 Saudi Arabia AI In Drug Repurposing Market by Technology
        • 14.8.11.4.3 Saudi Arabia AI In Drug Repurposing Market by End Use
        • 14.8.11.4.4 Saudi Arabia AI In Drug Repurposing Market by Application
      • 14.8.11.5 South Africa AI In Drug Repurposing Market
        • 14.8.11.5.1 South Africa AI In Drug Repurposing Market by Component
        • 14.8.11.5.2 South Africa AI In Drug Repurposing Market by Technology
        • 14.8.11.5.3 South Africa AI In Drug Repurposing Market by End Use
        • 14.8.11.5.4 South Africa AI In Drug Repurposing Market by Application
      • 14.8.11.6 Nigeria AI In Drug Repurposing Market
        • 14.8.11.6.1 Nigeria AI In Drug Repurposing Market by Component
        • 14.8.11.6.2 Nigeria AI In Drug Repurposing Market by Technology
        • 14.8.11.6.3 Nigeria AI In Drug Repurposing Market by End Use
        • 14.8.11.6.4 Nigeria AI In Drug Repurposing Market by Application
      • 14.8.11.7 Rest of LAMEA AI In Drug Repurposing Market
        • 14.8.11.7.1 Rest of LAMEA AI In Drug Repurposing Market by Component
        • 14.8.11.7.2 Rest of LAMEA AI In Drug Repurposing Market by Technology
        • 14.8.11.7.3 Rest of LAMEA AI In Drug Repurposing Market by End Use
        • 14.8.11.7.4 Rest of LAMEA AI In Drug Repurposing Market by Application

Chapter 15. Company Profiles

  • 15.1 Ginkgo Bioworks Holdings, Inc.
    • 15.1.1 Company Overview
    • 15.1.2 Financial Analysis
    • 15.1.3 Segmental and Regional Analysis
    • 15.1.4 Research & Development Expenses
    • 15.1.5 Recent strategies and developments:
      • 15.1.5.1 Partnerships, Collaborations, and Agreements:
    • 15.1.6 SWOT Analysis
  • 15.2 IBM Corporation
    • 15.2.1 Company Overview
    • 15.2.2 Financial Analysis
    • 15.2.3 Regional & Segmental Analysis
    • 15.2.4 Research & Development Expenses
    • 15.2.5 Recent strategies and developments:
      • 15.2.5.1 Partnerships, Collaborations, and Agreements:
    • 15.2.6 SWOT Analysis
  • 15.3 Atomwise, Inc.
    • 15.3.1 Company Overview
  • 15.4 Cyclica, Inc.
    • 15.4.1 Company Overview
  • 15.5 Genesis Healthcare Co.
    • 15.5.1 Company Overview
  • 15.6 Verge, Inc.
    • 15.6.1 Company Overview
  • 15.7 Novartis AG
    • 15.7.1 Company Overview
    • 15.7.2 Financial Analysis
    • 15.7.3 Segmental and Regional Analysis
    • 15.7.4 Research & Development Expenses
    • 15.7.5 SWOT Analysis
  • 15.8 Schrodinger, Inc
    • 15.8.1 Company Overview
    • 15.8.2 Financial Analysis
    • 15.8.3 Segmental and Regional Analysis
    • 15.8.4 Research & Development Expenses
  • 15.9 Recursion Pharmaceuticals, Inc.
    • 15.9.1 Company Overview
    • 15.9.2 Financial Analysis
    • 15.9.3 Research & Development Expenses
  • 15.10. The Cradle Company
    • 15.10.1 Company Overview

Chapter 16. Winning Imperatives of AI In Drug Repurposing Market

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