創薬における人工知能の市場調査レポート 2030年までの予測Artificial Intelligence in Drug Discovery Market Research Report Forecast to 2030 創薬における人工知能の市場調査レポート 2030年までの予測 市場概要 創薬における人工知能市場は、予測期間中に29.83%の大幅なCAGRを記録すると予測される。創薬における模擬知能の受容の高まり、創薬におけ... もっと見る
サマリー創薬における人工知能の市場調査レポート 2030年までの予測市場概要 創薬における人工知能市場は、予測期間中に29.83%の大幅なCAGRを記録すると予測される。創薬における模擬知能の受容の高まり、創薬における人工知能に対する主要イニシアチブの高まり、人工知能を搭載した創薬新企業の増加が、事業分野の発展を促進しています。 創薬におけるシミュレーテッド・インテリジェンスの評価は、製薬企業やバイオテクノロジー企業などの業界で高まっている。これは本質的に、人工知能が薬物粒子の発見に進歩した利点を提供し、創薬プロセスをペースアップさせる方法によるものである。さらに、人工知能は薬の設計、最適化、合成に取り組む上で重要な洞察を与えてくれる。創薬のための人工知能の受容を高めている要因はいくつかある。最も優勢なものは、病気の対策と治療に対処するための新たな方法による、進行中の病気と正確な医療の発生率の上昇を含む。その上、いくつかの市場メンバーは、薬剤ポートフォリオの精度を高めており、このサイクルが人工知能の進歩の受容の増加を示していると見られている。 市場の細分化 創薬における人工知能は、製品とサービスに基づいて、ソフトウェアとサービスに分類される。分子タイプに基づくと、市場は高分子と低分子に分けられる。技術に基づく創薬人工知能市場は、機械学習、ディープラーニング、その他に分類される。 適応症に基づくと、市場は免疫腫瘍学、神経変性疾患、心血管疾患、代謝性疾患、その他に分類される。用途に基づくと、市場は標的同定、候補スクリーニング、de novo薬剤設計、薬剤最適化と再利用、前臨床試験に分類される。 地域別洞察 北米の創薬人工知能市場は、2022年に最も大きなパイを占めた。これは、同地域で進行中の疾病が増加していること、多くの大手新興企業が参入していること、医薬品研究開発への投資が増加していることによる。 欧州の人工知能による創薬市場が2番目に大きなパイを占めているのは、欧州全域で珍しい病気が蔓延し、創薬のためのシミュレーテッド・インテリジェンス主導の段階への需要が高まっているためである。さらに、ドイツの人工知能市場 アジア太平洋地域の人工知能による創薬市場は、2023年から2030年にかけて大きな伸びを示すと予想されている。これは、アジア太平洋地域で、病気の重さが増していることと、コンピューターベースのインテリジェンス能力を採用するバイオ医薬品業界が非常に増えているためである。 世界のその他の地域は、中東、アフリカ、中南米に細分化される。先に述べた地域の創薬市場における人工知能は、おそらく、持続性疾患や感染性疾患の罹患率の上昇による医薬品需要の増加のため、発展を観察するつもりです。 主要企業 創薬における人工知能市場の主要企業には、IBM(米国)、Alphabet Inc(米国)、Atomwise Inc(米国)、Deep Genomics(カナダ)、Cloud Pharmaceuticals, Inc(米国)、Microsoft corporation(米国)、Insilico Medicine(中国)、Cyclica(カナダ)、BenevolentAI(英国)、Exscientia(英国)などがある。 目次TABLE OF CONTENTS1 EXECUTIVE SUMMARY 1.1 OVERVIEW 1.1.1 MARKET SYNOPSIS 2 MARKET INTRODUCTION 2.1 DEFINITION 2.2 SCOPE OF THE STUDY 2.3 RESEARCH OBJECTIVE 2.4 MARKET STRUCTURE 2.5 LIST OF ASSUMPTIONS 3 RESEARCH METHODOLOGY 3.1 OVERVIEW 3.2 DATA MINING 3.3 SECONDARY RESEARCH 3.4 PRIMARY RESEARCH 3.4.1 PRIMARY INTERVIEWS AND INFORMATION GATHERING PROCESS 3.4.2 BREAKDOWN OF PRIMARY RESPONDENTS 3.5 FORECASTING TECHNIQUES 3.6 RESEARCH METHODOLOGY FOR MARKET SIZE ESTIMATION 3.6.1 BOTTOM-UP APPROACH 3.6.2 TOP-DOWN APPROACH 3.7 DATA TRIANGULATION 3.8 VALIDATION 4 MARKET DYNAMICS 4.1 OVERVIEW 4.2 DRIVERS 4.2.1 INCREASING ADOPTION OF AI IN DRUG DISCOVERY 4.2.2 RISING STRATEGIC INITIATIVES FOR AI IN DRUG DISCOVERY 4.2.3 INCREASING NUMBER OF AI-POWERED DRUG DISCOVERY START-UPS 4.3 RESTRAINTS 4.3.1 SHORTAGE OF AI WORKFORCE 4.4 OPPORTUNITIES 4.4.1 EMERGING MARKETS 5 MARKET FACTOR ANALYSIS 5.1 VALUE CHAIN ANALYSIS 5.1.1 R&D 5.1.2 MANUFACTURING 5.1.3 DISTRIBUTION & SALES 5.1.4 POST-SALES MONITORING 5.2 PORTER'S FIVE FORCES MODEL 5.2.1 THREAT OF NEW ENTRANTS 5.2.2 BARGAINING POWER OF SUPPLIERS 5.2.3 THREAT OF SUBSTITUTES 5.2.4 BARGAINING POWER OF BUYERS 5.2.5 INTENSITY OF RIVALRY 5.3 IMPACT OF COVID-19 ON THE GLOBAL AI IN DRUG DISCOVERY 5.3.1 IMPACT ON SUPPLY CHAIN 5.3.2 IMPACT ON SERVICE DEMAND 5.3.3 IMPACT ON MARKET PLAYERS 6 GLOBAL AI IN DRUG DISCOVERY MARKET, BY PRODUCT AND SERVICE 6.1 OVERVIEW 6.2 SOFTWARE 6.3 SERVICES 7 GLOBAL AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE 7.1 OVERVIEW 7.2 LARGE MOLECULE 7.3 SMALL MOLECULE 8 GLOBAL AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY 8.1 OVERVIEW 8.2 MACHINE LEARNING 8.3 DEEP LEARNING 8.4 OTHERS 9 GLOBAL AI IN DRUG DISCOVERY MARKET, BY INDICATION 9.1 OVERVIEW 9.2 IMMUNO-ONCOLOGY 9.3 NEURODEGENERATIVE DISEASES 9.4 CARDIOVASCULAR DISEASES 9.5 METABOLIC DISEASES 9.6 OTHERS 10 GLOBAL AI IN DRUG DISCOVERY MARKET, BY APPLICATION 10.1 OVERVIEW 10.2 TARGET IDENTIFICATION 10.3 CANDIDATE SCREENING 10.4 DE NOVO DRUG DESIGNING 10.5 DRUG OPTIMIZATION AND REPURPOSING 10.6 PRECLINICAL TESTING 11 GLOBAL AI IN DRUG DISCOVERY MARKET, BY REGION 11.1 OVERVIEW 11.2 NORTH AMERICA 11.2.1 US 11.2.2 CANADA 11.3 EUROPE 11.3.1 GERMANY 11.3.2 FRANCE 11.3.3 UK 11.3.4 ITALY 11.3.5 SPAIN 11.3.6 REST OF EUROPE 11.4 ASIA-PACIFIC 11.4.1 CHINA 11.4.2 JAPAN 11.4.3 INDIA 11.4.4 AUSTRALIA 11.4.5 SOUTH KOREA 11.4.6 REST OF ASIA-PACIFIC 11.5 REST OF THE WORLD 11.5.1 MIDDLE EAST 11.5.2 AFRICA 11.5.3 LATIN AMERICA 12 COMPETITIVE LANDSCAPE 12.1 OVERVIEW 12.2 COMPETITIVE BENCHMARKING 12.3 MAJOR GROWTH STRATEGY IN THE GLOBAL AI IN DRUG DISCOVERY MARKET 12.4 THE LEADING PLAYER IN TERMS OF THE NUMBER OF DEVELOPMENTS IN THE GLOBAL AI IN DRUG DISCOVERY MARKET 12.5 KEY DEVELOPMENT ANALYSIS 12.6 KEY DEVELOPMENTS & GROWTH STRATEGIES 12.6.1 SERVICE/COMPANY LAUNCH 12.6.2 MERGER/ACQUISITION 12.6.3 PARTNERSHIP/COLLABORATION/AGREEMENT 13 COMPANY PROFILES 13.1 IBM 13.1.1 COMPANY OVERVIEW 13.1.2 FINANCIAL OVERVIEW 13.1.3 SOFTWARE/SERVICES OFFERED 13.1.4 KEY DEVELOPMENTS 13.1.5 SWOT ANALYSIS 13.1.6 KEY STRATEGIES 13.2 ALPHABET INC. 13.2.1 COMPANY OVERVIEW 13.2.2 FINANCIAL OVERVIEW 13.2.3 SOFTWARE/SERVICES OFFERED 13.2.4 KEY DEVELOPMENTS 13.2.5 SWOT ANALYSIS 13.2.6 KEY STRATEGIES 13.3 ATOMWISE INC. 13.3.1 COMPANY OVERVIEW 13.3.2 FINANCIAL OVERVIEW 13.3.3 SOFTWARE/SERVICES OFFERED 13.3.4 KEY DEVELOPMENTS 13.3.5 SWOT ANALYSIS 13.3.6 KEY STRATEGIES 13.4 DEEP GENOMICS 13.4.1 COMPANY OVERVIEW 13.4.2 FINANCIAL OVERVIEW 13.4.3 SOFTWARE/SERVICES OFFERED 13.4.4 KEY DEVELOPMENTS 13.4.5 KEY STRATEGIES 13.5 CLOUD PHARMACEUTICALS, INC. 13.5.1 COMPANY OVERVIEW 13.5.2 FINANCIAL OVERVIEW 13.5.3 SOFTWARE/SERVICES OFFERED 13.5.4 KEY DEVELOPMENTS 13.5.5 KEY STRATEGIES 13.6 MICROSOFT CORPORATION 13.6.1 COMPANY OVERVIEW 13.6.2 FINANCIAL OVERVIEW 13.6.3 SERVICES OFFERED 13.6.4 KEY DEVELOPMENTS 13.6.5 SWOT ANALYSIS 13.6.6 KEY STRATEGIES 13.7 INSILICO MEDICINE 13.7.1 COMPANY OVERVIEW 13.7.2 FINANCIAL OVERVIEW 13.7.3 SERVICES OFFERED 13.7.4 KEY DEVELOPMENTS 13.7.5 KEY STRATEGIES 13.8 CYCLICA 13.8.1 COMPANY OVERVIEW 13.8.2 FINANCIAL OVERVIEW 13.8.3 SERVICES OFFERED 13.8.4 KEY DEVELOPMENTS 13.8.5 KEY STRATEGIES 13.9 BENEVOLENTAI 13.9.1 COMPANY OVERVIEW 13.9.2 FINANCIAL OVERVIEW 13.9.3 SERVICES OFFERED 13.9.4 KEY DEVELOPMENTS 13.9.5 SWOT ANALYSIS 13.9.6 KEY STRATEGIES 13.10 EXSCIENTIA 13.10.1 COMPANY OVERVIEW 13.10.2 FINANCIAL OVERVIEW 13.10.3 SOFTWARES OFFERED 13.10.4 KEY DEVELOPMENTS 13.10.5 KEY STRATEGIES 14 APPENDIX 14.1 REFERENCES 14.2 RELATED REPORTS 図表リストLIST OF TABLESTABLE 1 LIST OF ASSUMPTIONS & LIMITATIONS TABLE 2 GLOBAL AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 3 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR PRODUCT, BY REGION, 2019–2030 (USD BILLION) TABLE 4 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR SERVICES, BY REGION, 2019–2030 (USD BILLION) TABLE 5 GLOBAL AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 6 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR LARGE MOLECULE, BY REGION, 2019–2030 (USD BILLION) TABLE 7 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR SMALL MOLECULE, BY REGION, 2019–2030 (USD BILLION) TABLE 8 GLOBAL AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 9 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR MACHINE LEARNING, BY REGION, 2019–2030 (USD BILLION) TABLE 10 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR DEEP LEARNING, BY REGION, 2019–2030 (USD BILLION) TABLE 11 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR OTHERS, BY REGION, 2019–2030 (USD BILLION) TABLE 12 GLOBAL AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 13 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR IMMUNO-ONCOLOGY, BY REGION, 2019–2030 (USD BILLION) TABLE 14 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR NEURODEGENERATIVE DISEASES, BY REGION, 2019–2030 (USD BILLION) TABLE 15 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR CARDIOVASCULAR DISEASES, BY REGION, 2019–2030 (USD BILLION) TABLE 16 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR METABOLIC DISEASES, BY REGION, 2019–2030 (USD BILLION) TABLE 17 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR OTHERS, BY REGION, 2019–2030 (USD BILLION) TABLE 18 GLOBAL AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 19 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR TARGET IDENTIFICATION, BY REGION, 2019–2030 (USD BILLION) TABLE 20 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR CANDIDATE SCREENING, BY REGION, 2019–2030 (USD BILLION) TABLE 21 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR DE NOVO DRUG DESIGNING, BY REGION, 2019–2030 (USD BILLION) TABLE 22 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR DRUG OPTIMIZATION AND REPURPOSING, BY REGION, 2019–2030 (USD BILLION) TABLE 23 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR PRECLINICAL TESTING, BY REGION, 2019–2030 (USD BILLION) TABLE 24 GLOBAL AI IN DRUG DISCOVERY MARKET, BY REGION, 2019–2030 (USD BILLION) TABLE 25 NORTH AMERICA: AI IN DRUG DISCOVERY MARKET, BY COUNTRY, 2019–2030 (USD BILLION) TABLE 26 NORTH AMERICA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 27 NORTH AMERICA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 28 NORTH AMERICA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 29 NORTH AMERICA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 30 NORTH AMERICA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 31 US AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 32 US AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 33 US AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 34 US AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 35 US AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 36 CANADA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 37 CANADA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 38 CANADA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 39 CANADA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 40 CANADA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 41 EUROPE: AI IN DRUG DISCOVERY MARKET, BY COUNTRY, 2019–2030 (USD BILLION) TABLE 42 EUROPE AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 43 EUROPE AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 44 EUROPE AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 45 EUROPE AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 46 EUROPE AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 47 GERMANY AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 48 GERMANY AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 49 GERMANY AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 50 GERMANY AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 51 GERMANY AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 52 FRANCE AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 53 FRANCE AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 54 FRANCE AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 55 FRANCE AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 56 FRANCE AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 57 UK AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 58 UK AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 59 UK AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 60 UK AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 61 UK AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 62 ITALY AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 63 ITALY AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 64 ITALY AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 65 ITALY AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 66 ITALY AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 67 SPAIN AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 68 SPAIN AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 69 SPAIN AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 70 SPAIN AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 71 SPAIN AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 72 REST OF EUROPE AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 73 REST OF EUROPE AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 74 REST OF EUROPE AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 75 REST OF EUROPE AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 76 REST OF EUROPE AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 77 ASIA-PACIFIC: AI IN DRUG DISCOVERY MARKET, BY COUNTRY, 2018-2030 (USD BILLION) TABLE 78 ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 79 ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 80 ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 81 ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 82 ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 83 CHINA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 84 CHINA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 85 CHINA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 86 CHINA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 87 CHINA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 88 JAPAN AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 89 JAPAN AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 90 JAPAN AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 91 JAPAN AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 92 JAPAN AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 93 INDIA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 94 INDIA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 95 INDIA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 96 INDIA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 97 INDIA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 98 AUSTRALIA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 99 AUSTRALIA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 100 AUSTRALIA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 101 AUSTRALIA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 102 AUSTRALIA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 103 SOUTH KOREA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 104 SOUTH KOREA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 105 SOUTH KOREA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 106 SOUTH KOREA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 107 SOUTH KOREA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 108 REST OF ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 109 REST OF ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 110 REST OF ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 111 REST OF ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 112 REST OF ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 113 REST OF THE WORLD: AI IN DRUG DISCOVERY MARKET, BY REGION, 2018-2030 (USD BILLION) TABLE 114 REST OF THE WORLD AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 115 REST OF THE WORLD AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 116 REST OF THE WORLD AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 117 REST OF THE WORLD AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 118 REST OF THE WORLD AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 119 MIDDLE EAST AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 120 MIDDLE EAST AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 121 MIDDLE EAST AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 122 MIDDLE EAST AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 123 MIDDLE EAST AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 124 AFRICA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 125 AFRICA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 126 AFRICA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 127 AFRICA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 128 AFRICA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 129 LATIN AMERICA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 130 LATIN AMERICA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 131 LATIN AMERICA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 132 LATIN AMERICA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 133 LATIN AMERICA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 134 MAJOR PLAYERS IN THE GLOBAL AI IN DRUG DISCOVERY MARKET TABLE 135 MOST ACTIVE PLAYER IN THE GLOBAL AI IN DRUG DISCOVERY MARKET TABLE 136 SERVICE/COMPANY LAUNCH TABLE 137 MERGER/ACQUISITION TABLE 138 PARTNERSHIP/COLLABORATION/AGREEMENT TABLE 139 IBM: SOFTWARE/SERVICES OFFERED TABLE 140 IBM: KEY DEVELOPMENTS TABLE 141 ALPHABET INC.: SOFTWARE/SERVICES OFFERED TABLE 142 ALPHABET INC.: KEY DEVELOPMENTS TABLE 143 ATOMWISE INC.: SOFTWARE/SERVICES OFFERED TABLE 144 ATOMWISE INC.: KEY DEVELOPMENTS TABLE 145 DEEP GENOMICS: SOFTWARE/SERVICES OFFERED TABLE 146 CLOUD PHARMACEUTICALS, INC.: SOFTWARE/SERVICES OFFERED TABLE 147 CLOUD PHARMACEUTICALS, INC.: KEY DEVELOPMENTS TABLE 148 MICROSOFT CORPORATION: SERVICES OFFERED TABLE 149 INSILICO MEDICINE: SERVICES OFFERED TABLE 150 CYCLICA: SERVICES OFFERED TABLE 151 BENEVOLENTAI: SERVICES OFFERED TABLE 152 EXSCIENTIA: SOFTWARES OFFERED
SummaryArtificial Intelligence in Drug Discovery Market Research Report Forecast to 2030 Table of ContentsTABLE OF CONTENTS1 EXECUTIVE SUMMARY 1.1 OVERVIEW 1.1.1 MARKET SYNOPSIS 2 MARKET INTRODUCTION 2.1 DEFINITION 2.2 SCOPE OF THE STUDY 2.3 RESEARCH OBJECTIVE 2.4 MARKET STRUCTURE 2.5 LIST OF ASSUMPTIONS 3 RESEARCH METHODOLOGY 3.1 OVERVIEW 3.2 DATA MINING 3.3 SECONDARY RESEARCH 3.4 PRIMARY RESEARCH 3.4.1 PRIMARY INTERVIEWS AND INFORMATION GATHERING PROCESS 3.4.2 BREAKDOWN OF PRIMARY RESPONDENTS 3.5 FORECASTING TECHNIQUES 3.6 RESEARCH METHODOLOGY FOR MARKET SIZE ESTIMATION 3.6.1 BOTTOM-UP APPROACH 3.6.2 TOP-DOWN APPROACH 3.7 DATA TRIANGULATION 3.8 VALIDATION 4 MARKET DYNAMICS 4.1 OVERVIEW 4.2 DRIVERS 4.2.1 INCREASING ADOPTION OF AI IN DRUG DISCOVERY 4.2.2 RISING STRATEGIC INITIATIVES FOR AI IN DRUG DISCOVERY 4.2.3 INCREASING NUMBER OF AI-POWERED DRUG DISCOVERY START-UPS 4.3 RESTRAINTS 4.3.1 SHORTAGE OF AI WORKFORCE 4.4 OPPORTUNITIES 4.4.1 EMERGING MARKETS 5 MARKET FACTOR ANALYSIS 5.1 VALUE CHAIN ANALYSIS 5.1.1 R&D 5.1.2 MANUFACTURING 5.1.3 DISTRIBUTION & SALES 5.1.4 POST-SALES MONITORING 5.2 PORTER'S FIVE FORCES MODEL 5.2.1 THREAT OF NEW ENTRANTS 5.2.2 BARGAINING POWER OF SUPPLIERS 5.2.3 THREAT OF SUBSTITUTES 5.2.4 BARGAINING POWER OF BUYERS 5.2.5 INTENSITY OF RIVALRY 5.3 IMPACT OF COVID-19 ON THE GLOBAL AI IN DRUG DISCOVERY 5.3.1 IMPACT ON SUPPLY CHAIN 5.3.2 IMPACT ON SERVICE DEMAND 5.3.3 IMPACT ON MARKET PLAYERS 6 GLOBAL AI IN DRUG DISCOVERY MARKET, BY PRODUCT AND SERVICE 6.1 OVERVIEW 6.2 SOFTWARE 6.3 SERVICES 7 GLOBAL AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE 7.1 OVERVIEW 7.2 LARGE MOLECULE 7.3 SMALL MOLECULE 8 GLOBAL AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY 8.1 OVERVIEW 8.2 MACHINE LEARNING 8.3 DEEP LEARNING 8.4 OTHERS 9 GLOBAL AI IN DRUG DISCOVERY MARKET, BY INDICATION 9.1 OVERVIEW 9.2 IMMUNO-ONCOLOGY 9.3 NEURODEGENERATIVE DISEASES 9.4 CARDIOVASCULAR DISEASES 9.5 METABOLIC DISEASES 9.6 OTHERS 10 GLOBAL AI IN DRUG DISCOVERY MARKET, BY APPLICATION 10.1 OVERVIEW 10.2 TARGET IDENTIFICATION 10.3 CANDIDATE SCREENING 10.4 DE NOVO DRUG DESIGNING 10.5 DRUG OPTIMIZATION AND REPURPOSING 10.6 PRECLINICAL TESTING 11 GLOBAL AI IN DRUG DISCOVERY MARKET, BY REGION 11.1 OVERVIEW 11.2 NORTH AMERICA 11.2.1 US 11.2.2 CANADA 11.3 EUROPE 11.3.1 GERMANY 11.3.2 FRANCE 11.3.3 UK 11.3.4 ITALY 11.3.5 SPAIN 11.3.6 REST OF EUROPE 11.4 ASIA-PACIFIC 11.4.1 CHINA 11.4.2 JAPAN 11.4.3 INDIA 11.4.4 AUSTRALIA 11.4.5 SOUTH KOREA 11.4.6 REST OF ASIA-PACIFIC 11.5 REST OF THE WORLD 11.5.1 MIDDLE EAST 11.5.2 AFRICA 11.5.3 LATIN AMERICA 12 COMPETITIVE LANDSCAPE 12.1 OVERVIEW 12.2 COMPETITIVE BENCHMARKING 12.3 MAJOR GROWTH STRATEGY IN THE GLOBAL AI IN DRUG DISCOVERY MARKET 12.4 THE LEADING PLAYER IN TERMS OF THE NUMBER OF DEVELOPMENTS IN THE GLOBAL AI IN DRUG DISCOVERY MARKET 12.5 KEY DEVELOPMENT ANALYSIS 12.6 KEY DEVELOPMENTS & GROWTH STRATEGIES 12.6.1 SERVICE/COMPANY LAUNCH 12.6.2 MERGER/ACQUISITION 12.6.3 PARTNERSHIP/COLLABORATION/AGREEMENT 13 COMPANY PROFILES 13.1 IBM 13.1.1 COMPANY OVERVIEW 13.1.2 FINANCIAL OVERVIEW 13.1.3 SOFTWARE/SERVICES OFFERED 13.1.4 KEY DEVELOPMENTS 13.1.5 SWOT ANALYSIS 13.1.6 KEY STRATEGIES 13.2 ALPHABET INC. 13.2.1 COMPANY OVERVIEW 13.2.2 FINANCIAL OVERVIEW 13.2.3 SOFTWARE/SERVICES OFFERED 13.2.4 KEY DEVELOPMENTS 13.2.5 SWOT ANALYSIS 13.2.6 KEY STRATEGIES 13.3 ATOMWISE INC. 13.3.1 COMPANY OVERVIEW 13.3.2 FINANCIAL OVERVIEW 13.3.3 SOFTWARE/SERVICES OFFERED 13.3.4 KEY DEVELOPMENTS 13.3.5 SWOT ANALYSIS 13.3.6 KEY STRATEGIES 13.4 DEEP GENOMICS 13.4.1 COMPANY OVERVIEW 13.4.2 FINANCIAL OVERVIEW 13.4.3 SOFTWARE/SERVICES OFFERED 13.4.4 KEY DEVELOPMENTS 13.4.5 KEY STRATEGIES 13.5 CLOUD PHARMACEUTICALS, INC. 13.5.1 COMPANY OVERVIEW 13.5.2 FINANCIAL OVERVIEW 13.5.3 SOFTWARE/SERVICES OFFERED 13.5.4 KEY DEVELOPMENTS 13.5.5 KEY STRATEGIES 13.6 MICROSOFT CORPORATION 13.6.1 COMPANY OVERVIEW 13.6.2 FINANCIAL OVERVIEW 13.6.3 SERVICES OFFERED 13.6.4 KEY DEVELOPMENTS 13.6.5 SWOT ANALYSIS 13.6.6 KEY STRATEGIES 13.7 INSILICO MEDICINE 13.7.1 COMPANY OVERVIEW 13.7.2 FINANCIAL OVERVIEW 13.7.3 SERVICES OFFERED 13.7.4 KEY DEVELOPMENTS 13.7.5 KEY STRATEGIES 13.8 CYCLICA 13.8.1 COMPANY OVERVIEW 13.8.2 FINANCIAL OVERVIEW 13.8.3 SERVICES OFFERED 13.8.4 KEY DEVELOPMENTS 13.8.5 KEY STRATEGIES 13.9 BENEVOLENTAI 13.9.1 COMPANY OVERVIEW 13.9.2 FINANCIAL OVERVIEW 13.9.3 SERVICES OFFERED 13.9.4 KEY DEVELOPMENTS 13.9.5 SWOT ANALYSIS 13.9.6 KEY STRATEGIES 13.10 EXSCIENTIA 13.10.1 COMPANY OVERVIEW 13.10.2 FINANCIAL OVERVIEW 13.10.3 SOFTWARES OFFERED 13.10.4 KEY DEVELOPMENTS 13.10.5 KEY STRATEGIES 14 APPENDIX 14.1 REFERENCES 14.2 RELATED REPORTS List of Tables/GraphsLIST OF TABLESTABLE 1 LIST OF ASSUMPTIONS & LIMITATIONS TABLE 2 GLOBAL AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 3 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR PRODUCT, BY REGION, 2019–2030 (USD BILLION) TABLE 4 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR SERVICES, BY REGION, 2019–2030 (USD BILLION) TABLE 5 GLOBAL AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 6 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR LARGE MOLECULE, BY REGION, 2019–2030 (USD BILLION) TABLE 7 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR SMALL MOLECULE, BY REGION, 2019–2030 (USD BILLION) TABLE 8 GLOBAL AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 9 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR MACHINE LEARNING, BY REGION, 2019–2030 (USD BILLION) TABLE 10 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR DEEP LEARNING, BY REGION, 2019–2030 (USD BILLION) TABLE 11 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR OTHERS, BY REGION, 2019–2030 (USD BILLION) TABLE 12 GLOBAL AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 13 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR IMMUNO-ONCOLOGY, BY REGION, 2019–2030 (USD BILLION) TABLE 14 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR NEURODEGENERATIVE DISEASES, BY REGION, 2019–2030 (USD BILLION) TABLE 15 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR CARDIOVASCULAR DISEASES, BY REGION, 2019–2030 (USD BILLION) TABLE 16 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR METABOLIC DISEASES, BY REGION, 2019–2030 (USD BILLION) TABLE 17 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR OTHERS, BY REGION, 2019–2030 (USD BILLION) TABLE 18 GLOBAL AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 19 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR TARGET IDENTIFICATION, BY REGION, 2019–2030 (USD BILLION) TABLE 20 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR CANDIDATE SCREENING, BY REGION, 2019–2030 (USD BILLION) TABLE 21 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR DE NOVO DRUG DESIGNING, BY REGION, 2019–2030 (USD BILLION) TABLE 22 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR DRUG OPTIMIZATION AND REPURPOSING, BY REGION, 2019–2030 (USD BILLION) TABLE 23 GLOBAL AI IN DRUG DISCOVERY MARKET, FOR PRECLINICAL TESTING, BY REGION, 2019–2030 (USD BILLION) TABLE 24 GLOBAL AI IN DRUG DISCOVERY MARKET, BY REGION, 2019–2030 (USD BILLION) TABLE 25 NORTH AMERICA: AI IN DRUG DISCOVERY MARKET, BY COUNTRY, 2019–2030 (USD BILLION) TABLE 26 NORTH AMERICA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 27 NORTH AMERICA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 28 NORTH AMERICA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 29 NORTH AMERICA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 30 NORTH AMERICA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 31 US AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 32 US AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 33 US AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 34 US AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 35 US AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 36 CANADA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 37 CANADA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 38 CANADA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 39 CANADA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 40 CANADA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 41 EUROPE: AI IN DRUG DISCOVERY MARKET, BY COUNTRY, 2019–2030 (USD BILLION) TABLE 42 EUROPE AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 43 EUROPE AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 44 EUROPE AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 45 EUROPE AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 46 EUROPE AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 47 GERMANY AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 48 GERMANY AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 49 GERMANY AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 50 GERMANY AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 51 GERMANY AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 52 FRANCE AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 53 FRANCE AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 54 FRANCE AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 55 FRANCE AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 56 FRANCE AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 57 UK AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 58 UK AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 59 UK AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 60 UK AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 61 UK AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 62 ITALY AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 63 ITALY AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 64 ITALY AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 65 ITALY AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 66 ITALY AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 67 SPAIN AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 68 SPAIN AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 69 SPAIN AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 70 SPAIN AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 71 SPAIN AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 72 REST OF EUROPE AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 73 REST OF EUROPE AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 74 REST OF EUROPE AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 75 REST OF EUROPE AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 76 REST OF EUROPE AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 77 ASIA-PACIFIC: AI IN DRUG DISCOVERY MARKET, BY COUNTRY, 2018-2030 (USD BILLION) TABLE 78 ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 79 ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 80 ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 81 ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 82 ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 83 CHINA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 84 CHINA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 85 CHINA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 86 CHINA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 87 CHINA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 88 JAPAN AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 89 JAPAN AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 90 JAPAN AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 91 JAPAN AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 92 JAPAN AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 93 INDIA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 94 INDIA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 95 INDIA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 96 INDIA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 97 INDIA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 98 AUSTRALIA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 99 AUSTRALIA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 100 AUSTRALIA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 101 AUSTRALIA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 102 AUSTRALIA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 103 SOUTH KOREA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 104 SOUTH KOREA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 105 SOUTH KOREA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 106 SOUTH KOREA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 107 SOUTH KOREA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 108 REST OF ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 109 REST OF ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 110 REST OF ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 111 REST OF ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 112 REST OF ASIA-PACIFIC AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 113 REST OF THE WORLD: AI IN DRUG DISCOVERY MARKET, BY REGION, 2018-2030 (USD BILLION) TABLE 114 REST OF THE WORLD AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 115 REST OF THE WORLD AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 116 REST OF THE WORLD AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 117 REST OF THE WORLD AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 118 REST OF THE WORLD AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 119 MIDDLE EAST AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 120 MIDDLE EAST AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 121 MIDDLE EAST AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 122 MIDDLE EAST AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 123 MIDDLE EAST AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 124 AFRICA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 125 AFRICA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 126 AFRICA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 127 AFRICA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 128 AFRICA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 129 LATIN AMERICA AI IN DRUG DISCOVERY MARKET, BY PRODUCT & SERVICE, 2019–2030 (USD BILLION) TABLE 130 LATIN AMERICA AI IN DRUG DISCOVERY MARKET, BY MOLECULE TYPE, 2019–2030 (USD BILLION) TABLE 131 LATIN AMERICA AI IN DRUG DISCOVERY MARKET, BY TECHNOLOGY, 2019–2030 (USD BILLION) TABLE 132 LATIN AMERICA AI IN DRUG DISCOVERY MARKET, BY INDICATION, 2019–2030 (USD BILLION) TABLE 133 LATIN AMERICA AI IN DRUG DISCOVERY MARKET, BY APPLICATION, 2019–2030 (USD BILLION) TABLE 134 MAJOR PLAYERS IN THE GLOBAL AI IN DRUG DISCOVERY MARKET TABLE 135 MOST ACTIVE PLAYER IN THE GLOBAL AI IN DRUG DISCOVERY MARKET TABLE 136 SERVICE/COMPANY LAUNCH TABLE 137 MERGER/ACQUISITION TABLE 138 PARTNERSHIP/COLLABORATION/AGREEMENT TABLE 139 IBM: SOFTWARE/SERVICES OFFERED TABLE 140 IBM: KEY DEVELOPMENTS TABLE 141 ALPHABET INC.: SOFTWARE/SERVICES OFFERED TABLE 142 ALPHABET INC.: KEY DEVELOPMENTS TABLE 143 ATOMWISE INC.: SOFTWARE/SERVICES OFFERED TABLE 144 ATOMWISE INC.: KEY DEVELOPMENTS TABLE 145 DEEP GENOMICS: SOFTWARE/SERVICES OFFERED TABLE 146 CLOUD PHARMACEUTICALS, INC.: SOFTWARE/SERVICES OFFERED TABLE 147 CLOUD PHARMACEUTICALS, INC.: KEY DEVELOPMENTS TABLE 148 MICROSOFT CORPORATION: SERVICES OFFERED TABLE 149 INSILICO MEDICINE: SERVICES OFFERED TABLE 150 CYCLICA: SERVICES OFFERED TABLE 151 BENEVOLENTAI: SERVICES OFFERED TABLE 152 EXSCIENTIA: SOFTWARES OFFERED
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