医用画像解析ソフトウェア市場:タイプ(統合)、画像(2D、3D、4D)、モダリティ(CT、MRI、PET、超音波)、アプリケーション(整形外科、腫瘍、神経、マンモグラフィー、歯科)、エンドユーザー(病院、診断センター)別 - 2027年までの世界市場予測Medical Image Analysis Software Market by Type (Integrated), Images (2D, 3D, 4D), Modality (CT, MRI, PET, Ultrasound), Application (Orthopedic, Oncology, Neurology, Mammography, Dental), End User (Hospital, Diagnostic Center) - Global Forecasts to 2027 医用画像解析ソフトウェアの世界市場は、2022年の32億米ドルから2027年には45億米ドルに達し、CAGR7.8%で推移すると予測されます。市場を牽引する要因としては、医療用画像処理市場に対する官民の投資の拡大、慢... もっと見る
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サマリー医用画像解析ソフトウェアの世界市場は、2022年の32億米ドルから2027年には45億米ドルに達し、CAGR7.8%で推移すると予測されます。市場を牽引する要因としては、医療用画像処理市場に対する官民の投資の拡大、慢性疾患の有病率の上昇などが挙げられます。"2021年の医用画像解析ソフトウェア市場では、統合ソフトウェアが最大のセグメントであった。" 2021年の医用画像解析ソフトウェア市場では、統合ソフトウェアセグメントが61.8%と大きなシェアを占めている。イメージングシステムや画像検査の導入が進んでいることが、予測期間中の統合型医用画像解析ソフトウェア市場の成長を促進する主な要因の1つとなっている。 "エンドユーザーの中で、2021年に病院セグメントが最大の市場シェアを占めた" 2021年、病院部門は医用画像解析ソフトウェア市場で最大のシェアを占めた。病院で行われる画像診断の件数が増加していることや、低侵襲手術の導入が進んでいることが、このエンドユーザーセグメントの成長を後押ししている。 "2021年、北米は医用画像解析ソフトウェア市場の最大の地域市場を占めた" 2021年、北米は医用画像解析ソフトウェア市場の34.9%という最大のシェアを占めた。これは、高度な診断機器を備えた老舗の医療施設の存在、医療ITの導入を支援する政府の有利なイニシアティブ、主要な市場プレイヤーの存在などが要因であると考えられます。 アジア太平洋地域は、予測期間中にCAGR 9.2%で最も急速に成長する地域と予想されます。同地域では、政府の支援策、医療画像研究の拡大、医療従事者による医療画像解析ソフトウェアの採用が進んでいることが要因となっています。 本レポートで参照した主な参加企業の内訳は以下のとおりです。 - 企業タイプ別(供給側):Tier1:40%、Tier2:30%、Tier3:30%。 - 役職別Cレベル:27%、Directorレベル:18%、その他。55% - 地域別北米:50%、欧州:20%、アジア太平洋:15%、中南米:10%、中東・アフリカ:5 本市場で医用画像解析ソフトウェア製品を提供している主な企業は、GEヘルスケア(米国)、Koninklijke Philips N.V.(オランダ)、Siemens Healthineers(ドイツ)、キャノン株式会社(日本)、Agfa HealthCare(ベルギー)、International Business Machines Corporation(米国)、Carestream Health, Inc(米国)、AQUILAB SAS(フランス)、Esaote S.p.A(イタリア)、MIM Software, Inc(米国)、Image Analysis, Ltd., (UK), Inc.(英国)、ScienceSoft USA Corporation (米国)。 調査対象範囲 当レポートでは、医用画像解析ソフトウェア市場を分析し、製品、地域などの様々なセグメントに基づいて、同市場の市場規模や今後の成長可能性を推定することを目的としています。また、同市場の主要企業の競争力分析を、企業プロファイル、製品提供、最近の開発、主要な市場戦略とともに掲載しています。 本レポートを購入する理由 本レポートは、既存企業だけでなく新規参入企業や小規模企業が市場の動向を把握するのに役立ち、ひいてはより大きなシェアを獲得するのに役立つと思われます。本レポートを購入された企業は、以下の5つの戦略のうち1つ、または複数を組み合わせて利用することが可能です。 本レポートでは、以下のポイントについて解説しています。 - 市場浸透。医療用画像解析ソフトウェア市場におけるトッププレイヤーの製品ポートフォリオに関する包括的な情報。本レポートでは、製品、地域に基づいて市場を分析しています。 - 製品開発/イノベーション。医療用画像解析ソフトウェア市場における今後の技術、研究開発活動、製品発表に関する詳細な洞察。 - 市場開発。有利な新興市場に関する包括的な情報。地域別に様々なタイプの医療用画像解析ソフトウェアソリューションの市場を分析しています。 - 市場の多様化。医用画像解析ソフトウェア市場における製品、未開拓地域、最近の開発、投資に関する情報を網羅的に提供します。 - 競争力の評価。医療用画像解析ソフトウェア市場における主要企業の市場シェア、戦略、製品、流通網、製造能力に関する詳細な評価。 目次1 INTRODUCTION 461.1 STUDY OBJECTIVES 46 1.2 MARKET DEFINITION 47 1.2.1 INCLUSIONS AND EXCLUSIONS 47 1.3 MARKET SCOPE 48 1.3.1 MARKETS COVERED 48 FIGURE 1 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET SEGMENTATION 48 1.3.2 YEARS CONSIDERED 49 1.4 CURRENCY 49 1.5 LIMITATIONS 49 1.6 STAKEHOLDERS 50 1.7 SUMMARY OF CHANGES 50 2 RESEARCH METHODOLOGY 51 2.1 RESEARCH APPROACH 51 2.2 RESEARCH METHODOLOGY DESIGN 51 FIGURE 2 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: RESEARCH DESIGN 51 2.2.1 SECONDARY RESEARCH 52 2.2.1.1 Key data from secondary sources 53 2.2.2 PRIMARY DATA 53 FIGURE 3 PRIMARY SOURCES 53 2.2.2.1 Key data from primary sources 54 2.2.2.2 Insights from primary experts 55 FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: SUPPLY-SIDE AND DEMAND- SIDE PARTICIPANTS 55 FIGURE 5 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 56 2.3 MARKET SIZE ESTIMATION: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 56 FIGURE 6 SUPPLY-SIDE MARKET SIZE ESTIMATION: REVENUE SHARE ANALYSIS 57 FIGURE 7 SUPPLY-SIDE MARKET SIZE ESTIMATION: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET (2021) 57 FIGURE 8 TOP-DOWN APPROACH 58 FIGURE 9 CAGR PROJECTIONS FROM ANALYSIS OF DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES OF MEDICAL IMAGE ANALYSIS SOFTWARE MARKET (2022–2027) 59 FIGURE 10 CAGR PROJECTIONS: SUPPLY-SIDE ANALYSIS 60 2.4 MARKET BREAKDOWN AND DATA TRIANGULATION 61 FIGURE 11 DATA TRIANGULATION METHODOLOGY 61 2.5 MARKET SHARE ESTIMATION 62 2.6 ASSUMPTIONS FOR THE STUDY 62 2.7 RISK ASSESSMENT 63 TABLE 1 LIMITATIONS & ASSOCIATED RISKS 63 3 EXECUTIVE SUMMARY 64 FIGURE 12 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2022 VS. 2027 (USD MILLION) 64 FIGURE 13 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2022 VS. 2027 (USD MILLION) 65 FIGURE 14 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2022 VS. 2027 (USD MILLION) 65 FIGURE 15 TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2022 VS. 2027 (USD MILLION) 66 FIGURE 16 ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2022 VS. 2027 (USD MILLION) 67 FIGURE 17 COMBINED MODALITY IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2022 VS. 2027 (USD MILLION) 67 FIGURE 18 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2022 VS. 2027 (USD MILLION) 68 FIGURE 19 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2022 VS. 2027 (USD MILLION) 69 FIGURE 20 GEOGRAPHICAL SNAPSHOT OF MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 70 4 PREMIUM INSIGHTS 71 4.1 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET OVERVIEW 71 FIGURE 21 TECHNOLOGICAL ADVANCEMENTS IN MEDICAL IMAGING SYSTEMS AND ANALYSIS SOFTWARE TO DRIVE MARKET GROWTH 71 4.2 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: GEOGRAPHICAL GROWTH OPPORTUNITIES 72 FIGURE 22 CHINA TO WITNESS HIGHEST GROWTH IN MEDICAL IMAGE ANALYSIS SOFTWARE MARKET DURING FORECAST PERIOD 72 4.3 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE AND COUNTRY (2021) 73 FIGURE 23 INTEGRATED SOFTWARE SEGMENT ACCOUNTED FOR LARGEST SHARE OF NORTH AMERICAN MEDICAL IMAGE ANALYSIS SOFTWARE MARKET IN 2021 73 4.4 ASIA PACIFIC: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY AND COUNTRY (2021) 74 FIGURE 24 TOMOGRAPHY SEGMENT ACCOUNTED FOR LARGEST SHARE OF ASIA PACIFIC MEDICAL IMAGE ANALYSIS SOFTWARE MARKET IN 2021 74 4.5 REGIONAL MIX: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET (2022–2027) 75 FIGURE 25 ASIA PACIFIC REGION TO WITNESS HIGHEST GROWTH BETWEEN 2022 AND 2027 75 4.6 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: DEVELOPED VS. DEVELOPING MARKETS 75 FIGURE 26 DEVELOPING MARKETS TO REGISTER HIGHER GROWTH DURING FORECAST PERIOD 75 5 MARKET OVERVIEW 76 5.1 INTRODUCTION 76 5.2 MARKET DYNAMICS 77 FIGURE 27 MARKET DYNAMICS: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 77 5.2.1 DRIVERS 77 5.2.1.1 Technological advancements in medical imaging systems and analysis software 77 5.2.1.2 Growing public- and private-sector investments in medical imaging market 78 TABLE 2 KEY INVESTMENTS BY GOVERNMENT BODIES IN DIAGNOSTIC IMAGING MARKET 78 5.2.1.3 Rising prevalence of chronic diseases 79 FIGURE 28 PREVALENCE OF CHRONIC DISEASE-RELATED DEATHS IN DEVELOPED AND DEVELOPING COUNTRIES (2020) 79 FIGURE 29 NUMBER OF CT AND MRI SCANNERS PER MILLION POPULATION, BY COUNTRY (2019) 80 5.2.1.4 Growing applications of computer-aided diagnosis 80 5.2.2 RESTRAINTS 81 5.2.2.1 Budgetary constraints 81 5.2.3 OPPORTUNITIES 81 5.2.3.1 Cloud-based image analysis solutions 81 5.2.3.2 Untapped emerging markets 82 TABLE 3 INSTALLED BASE OF CT, MRI, AND PET-CT IN ASIAN COUNTRIES (2015) 82 TABLE 4 NUCLEAR MEDICINE INFRASTRUCTURE IN ASIAN AND MIDDLE EASTERN COUNTRIES (2015) 82 5.2.4 CHALLENGES 83 5.2.4.1 Market penetration of standalone software vendors 83 5.2.4.2 Software security and compliance issues 83 FIGURE 30 NUMBER OF DATA BREACHES IN THE US (2010–2020) 83 TABLE 5 LARGEST HEALTHCARE DATA BREACHES IN THE WORLD (2020-2021) 84 5.2.4.3 Shortage of radiologists 85 5.3 KEY CONFERENCES & EVENTS IN 2022–2023 86 TABLE 6 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: DETAILED LIST OF CONFERENCES & EVENTS 86 5.4 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89 TABLE 7 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89 TABLE 8 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89 TABLE 9 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 90 TABLE 10 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 90 TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91 6 INDUSTRY INSIGHTS 92 6.1 INTRODUCTION 92 6.2 INDUSTRY TRENDS 92 6.2.1 ADOPTION OF HYBRID MEDICAL IMAGING MODALITIES 92 6.2.2 SHIFT TO 3D IMAGING 92 6.2.3 CLOUD COMPUTING 93 6.2.4 ARTIFICIAL INTELLIGENCE (AI) 93 6.3 TECHNOLOGY TRENDS 93 6.3.1 MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, AND COMPUTER-AIDED DESIGN IN MEDICAL IMAGE ANALYSIS 93 6.4 SUPPLY CHAIN ANALYSIS 94 FIGURE 31 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: STAKEHOLDERS IN SUPPLY CHAIN 95 6.5 ECOSYSTEM MAPPING 95 FIGURE 32 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: ECOSYSTEM ANALYSIS 96 6.6 PORTER’S FIVE FORCES ANALYSIS 96 TABLE 12 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS 96 6.6.1 THREAT OF NEW ENTRANTS 97 6.6.1.1 Capital requirement 97 6.6.1.2 High preference for products from well-established brands 97 6.6.2 THREAT OF SUBSTITUTES 97 6.6.2.1 Substitutes for medical image analysis software 97 6.6.3 BARGAINING POWER OF SUPPLIERS 98 6.6.3.1 Presence of several raw material suppliers 98 6.6.3.2 Supplier switching costs 98 6.6.4 BARGAINING POWER OF BUYERS 98 6.6.4.1 Few companies offer premium products at global level 98 6.6.5 INTENSITY OF COMPETITIVE RIVALRY 98 6.6.5.1 Increasing demand for high-quality and innovative products 98 6.6.5.2 Lucrative growth potential in emerging markets 99 6.7 PATENT ANALYSIS 99 6.7.1 PATENT PUBLICATION TRENDS FOR MEDICAL IMAGE ANALYSIS SOFTWARE 99 FIGURE 33 GLOBAL PATENT PUBLICATION TRENDS IN MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, 2018–2022 99 6.7.2 TOP APPLICANTS (COMPANIES) FOR MEDICAL IMAGE ANALYSIS SOFTWARE PATENTS 100 FIGURE 34 TOP COMPANIES THAT APPLIED FOR MEDICAL IMAGE ANALYSIS SOFTWARE PATENTS, 2018–2022 100 6.7.3 JURISDICTION ANALYSIS: TOP APPLICANTS (COUNTRIES) FOR PATENTS IN MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 100 FIGURE 35 JURISDICTION ANALYSIS: TOP APPLICANT COUNTRIES FOR MEDICAL IMAGE ANALYSIS SOFTWARE PATENTS, 2018–2022 100 6.8 REGULATORY ANALYSIS 101 6.8.1 NORTH AMERICA 101 6.8.2 EUROPE 102 6.8.3 ASIA PACIFIC 102 6.8.4 MIDDLE EAST & AFRICA 103 6.8.5 LATIN AMERICA 103 6.9 PRICING ANALYSIS 103 TABLE 13 COMMERCIAL PRICING (USD) 104 TABLE 14 ACADEMIC PRICING (USD) 104 TABLE 15 REGIONAL PRICING ANALYSIS OF KEY DIAGNOSTIC IMAGING MODALITIES, 2020 (USD) 104 6.10 TRADE ANALYSIS 105 6.10.1 TRADE ANALYSIS FOR COMPUTED TOMOGRAPHY SYSTEMS 105 TABLE 16 IMPORT DATA FOR COMPUTED TOMOGRAPHY SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 105 TABLE 17 EXPORT DATA FOR COMPUTED TOMOGRAPHY SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 106 6.10.2 TRADE ANALYSIS FOR ULTRASOUND SYSTEMS 106 TABLE 18 IMPORT DATA FOR ULTRASOUND SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 106 TABLE 19 EXPORT DATA FOR ULTRASOUND SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 107 6.10.3 TRADE ANALYSIS FOR MAGNETIC RESONANCE IMAGING SYSTEMS 107 TABLE 20 IMPORT DATA FOR MAGNETIC RESONANCE IMAGING SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 107 TABLE 21 EXPORT DATA FOR MAGNETIC RESONANCE IMAGING SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 108 6.10.4 TRADE ANALYSIS FOR X-RAY SYSTEMS 108 TABLE 22 IMPORT DATA FOR X-RAY SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 108 TABLE 23 EXPORT DATA FOR X-RAY SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 109 6.11 IMPACT OF COVID-19 ON MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 109 7 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE 110 7.1 INTRODUCTION 111 TABLE 24 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 111 TABLE 25 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 112 7.2 INTEGRATED SOFTWARE 112 7.2.1 INTEGRATED SOFTWARE IS LARGEST & FASTEST-GROWING SEGMENT OF MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 112 TABLE 26 INTEGRATED MEDICAL IMAGE ANALYSIS SOFTWARE VENDORS 113 TABLE 27 INTEGRATED IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 114 7.3 STANDALONE SOFTWARE 115 7.3.1 STANDALONE SOFTWARE OFFERS HIGHER FLEXIBILITY WITH NUMEROUS FEATURES 115 TABLE 28 STANDALONE MEDICAL IMAGE ANALYSIS SOFTWARE VENDORS 115 TABLE 29 STANDALONE IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 116 8 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE 117 8.1 INTRODUCTION 118 TABLE 30 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 118 8.2 3D IMAGING 118 8.2.1 GROWING ACCEPTANCE AND RISING ADVANTAGES OF THIS TECHNIQUE ARE SUPPORTING MARKET GROWTH 118 TABLE 31 3D IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 119 TABLE 32 3D IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 119 8.3 4D IMAGING 120 8.3.1 4D MEDICAL IMAGING IS REPLACING TRADITIONAL SURGICAL INTERVENTIONS BY PROVIDING MINIMALLY INVASIVE ALTERNATIVES 120 TABLE 33 4D IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 121 TABLE 34 4D IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 121 8.4 2D IMAGING 122 8.4.1 2D IMAGING IS COST-EFFECTIVE, SIMPLE, FAST, AND EASY TO PERFORM 122 TABLE 35 2D IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 122 TABLE 36 2D IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 124 9 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY 125 9.1 INTRODUCTION 126 TABLE 37 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 126 9.2 TOMOGRAPHY 127 TABLE 38 TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 127 TABLE 39 TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 128 9.2.1 COMPUTED TOMOGRAPHY (CT) 128 TABLE 40 CT IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 129 TABLE 41 COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 130 TABLE 42 COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 131 9.2.1.1 High-end slice CT 131 9.2.1.1.1 Increasing R&D investments by market players to drive market growth 131 TABLE 43 HIGH-END SLICE CT IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 132 9.2.1.2 Mid-end slice CT 133 9.2.1.2.1 Uncertain reimbursements and insurance coverage in developing countries to restrain market growth 133 TABLE 44 MID-END SLICE CT IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 134 9.2.1.3 Low-end slice CT 134 9.2.1.3.1 Low cost and significant demand in emerging markets to drive market 134 TABLE 45 LOW-END SLICE CT IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 135 9.2.2 MAGNETIC RESONANCE IMAGING (MRI) 135 TABLE 46 MAGNETIC RESONANCE IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 136 TABLE 47 MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 137 TABLE 48 MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 137 9.2.2.1 Closed MRI systems 138 9.2.2.1.1 Increasing prevalence of brain-related disorders/diseases propelling market growth 138 TABLE 49 CLOSED MRI ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 139 9.2.2.2 Open MRI systems 139 9.2.2.2.1 Open MRI systems work on same principle as traditional MRI systems 139 TABLE 50 OPEN MRI ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 140 9.2.3 POSITRON EMISSION TOMOGRAPHY (PET) 140 9.2.3.1 Increasing shift from standalone PET scans to combined modalities like PET/CT and PET/MR 140 TABLE 51 PET IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 141 TABLE 52 POSITRON EMISSION TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 142 9.2.4 SINGLE-PHOTON EMISSION COMPUTED TOMOGRAPHY (SPECT) 142 9.2.4.1 Growing prevalence of chronic neurological disorders to increase usage of SPECT scans 142 TABLE 53 SPECT IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 143 TABLE 54 SINGLE-PHOTON EMISSION COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 144 9.3 ULTRASOUND IMAGING 144 TABLE 55 ULTRASOUND IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 145 TABLE 56 ULTRASOUND IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 145 TABLE 57 ULTRASOUND IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 146 9.3.1 2D ULTRASOUND SYSTEMS 146 9.3.1.1 Higher resolution of 2D imaging systems to increase their adoption 146 TABLE 58 ULTRASOUND 2D IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 147 9.3.2 3D AND 4D ULTRASOUND SYSTEMS 148 9.3.2.1 Growing number of products launches with technological and software modifications propelling market growth 148 TABLE 59 ULTRASOUND 3D AND 4D IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 149 9.3.3 DOPPLER IMAGING 149 9.3.3.1 Technological developments by market players in Doppler imaging to aid market growth 149 TABLE 60 DOPPLER IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 150 9.4 RADIOGRAPHIC IMAGING 151 9.4.1 INCREASED ADOPTION OF RADIOGRAPHIC IMAGING TECHNIQUES DUE TO COVID-19 PANDEMIC TO DRIVE MARKET 151 TABLE 61 RADIOGRAPHIC IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 152 TABLE 62 RADIOGRAPHIC IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 153 9.5 COMBINED MODALITIES 154 FIGURE 36 COMBINED PET SCANNERS PER MILLION POPULATION, BY COUNTRY (2019) 154 TABLE 63 COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 154 TABLE 64 COMBINED MODALITY IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 155 9.5.1 PET/CT 155 9.5.1.1 PET/CT is more powerful than standalone PET systems 155 TABLE 65 PET/CT IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 156 TABLE 66 PET/CT IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 156 9.5.2 SPECT/CT 157 9.5.2.1 Growing number of new product launches to drive market 157 TABLE 67 SPECT/CT IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 157 TABLE 68 SPECT/CT IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 158 9.5.3 PET/MR 158 9.5.3.1 PET/MR is more effective than PET/CT as it offers less radiation exposure and higher contrast 158 TABLE 69 PET/MR IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 159 TABLE 70 PET/MR IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 159 9.6 MAMMOGRAPHY 160 9.6.1 INCREASING INCIDENCE OF BREAST CANCER TO DRIVE MARKET 160 TABLE 71 MAMMOGRAPHY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 160 TABLE 72 MAMMOGRAPHY IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 161 10 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION 162 10.1 INTRODUCTION 163 TABLE 73 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 163 10.2 CARDIOLOGY 163 10.2.1 RISING INCIDENCE OF CARDIAC DISORDERS TO DRIVE MARKET 163 TABLE 74 CARDIOLOGY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 164 TABLE 75 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR CARDIOLOGY, BY COUNTRY, 2020–2027 (USD MILLION) 165 10.3 ORTHOPEDICS 166 10.3.1 RISING ARTHRITIS CASES SUPPORTING MARKET GROWTH 166 TABLE 76 ORTHOPEDIC IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 166 TABLE 77 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR ORTHOPEDICS, BY COUNTRY, 2020–2027 (USD MILLION) 167 10.4 ONCOLOGY 167 10.4.1 GROWING NUMBER OF CANCER CASES TO DRIVE MARKET 167 TABLE 78 ONCOLOGY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 168 TABLE 79 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR ONCOLOGY, BY COUNTRY, 2020–2027 (USD MILLION) 169 10.5 NEUROLOGY 169 10.5.1 INCREASING DEMAND FOR ADVANCED NEUROLOGICAL IMAGING TECHNOLOGIES DRIVING GROWTH OF THIS SEGMENT 169 TABLE 80 NEUROLOGY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 170 TABLE 81 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR NEUROLOGY, BY COUNTRY, 2020–2027 (USD MILLION) 171 10.6 OBSTETRICS AND GYNECOLOGY 171 10.6.1 MRI WIDELY USED IMAGING TECHNIQUE IN OBSTETRICS AND GYNECOLOGY 171 TABLE 82 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR OBSTETRICS AND GYNECOLOGY, BY COUNTRY, 2020–2027 (USD MILLION) 172 10.7 MAMMOGRAPHY 173 10.7.1 INCREASING DEMAND FOR EFFICIENCY IN BREAST IMAGING TO DRIVE MARKET 173 TABLE 83 MAMMOGRAPHY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 174 TABLE 84 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR MAMMOGRAPHY, BY COUNTRY, 2020–2027 (USD MILLION) 174 10.8 DENTAL 175 10.8.1 INCREASING PREVALENCE OF OROPHARYNGEAL CANCER TO SUPPORT MARKET GROWTH 175 TABLE 85 DENTAL IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 176 TABLE 86 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR DENTAL APPLICATIONS, BY COUNTRY, 2020–2027 (USD MILLION) 176 10.9 RESPIRATORY 177 10.9.1 COVID-19 PANDEMIC HAS INCREASED DEMAND FOR X-RAY IMAGING 177 TABLE 87 RESPIRATORY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 178 TABLE 88 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR RESPIRATORY APPLICATIONS, BY COUNTRY, 2020–2027 (USD MILLION) 178 10.10 UROLOGY AND NEPHROLOGY 179 10.10.1 RISING INCIDENCE OF KIDNEY DISEASE DRIVING UROLOGY AND NEPHROLOGY MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 179 TABLE 89 UROLOGY AND NEPHROLOGY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 179 TABLE 90 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR UROLOGY AND NEPHROLOGY, BY COUNTRY, 2020–2027 (USD MILLION) 180 10.11 VASCULAR 180 10.11.1 RISING INCIDENCE OF VASCULAR DISORDERS TO PROPEL MARKET GROWTH 180 TABLE 91 VASCULAR IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 181 TABLE 92 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR VASCULAR APPLICATIONS, BY COUNTRY, 2020–2027 (USD MILLION) 182 11 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER 183 11.1 INTRODUCTION 184 TABLE 93 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 184 11.2 HOSPITALS 184 11.2.1 HIGH ADOPTION OF ADVANCED TECHNOLOGIES TO DRIVE MARKET 184 FIGURE 37 NUMBER OF HOSPITALS, BY COUNTRY (2019) 185 TABLE 94 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR HOSPITALS, BY COUNTRY, 2020–2027 (USD MILLION) 186 11.3 DIAGNOSTIC IMAGING CENTERS 186 11.3.1 LOWER WAITING PERIOD IN DIAGNOSTIC IMAGING CENTERS AND QUICKER RESULTS ARE SUPPORTING GROWTH OF THIS SEGMENT 186 TABLE 95 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR DIAGNOSTIC IMAGING CENTERS, BY COUNTRY, 2020–2027 (USD MILLION) 187 11.4 OTHER END USERS 187 FIGURE 38 US: NUMBER OF AMBULATORY SURGERY CENTERS (2012–2022) 188 TABLE 96 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR OTHER END USERS, BY COUNTRY, 2020–2027 (USD MILLION) 189 12 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY REGION 190 12.1 INTRODUCTION 191 FIGURE 39 CHINA TO WITNESS HIGHEST GROWTH IN MEDICAL IMAGE ANALYSIS SOFTWARE MARKET DURING FORECAST PERIOD 191 TABLE 97 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY REGION, 2020–2027 (USD MILLION) 192 12.2 NORTH AMERICA 192 FIGURE 40 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET SNAPSHOT 193 TABLE 98 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 193 TABLE 99 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 194 TABLE 100 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 194 TABLE 101 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 194 TABLE 102 NORTH AMERICA: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 195 TABLE 103 NORTH AMERICA: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 195 TABLE 104 NORTH AMERICA: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 195 TABLE 105 NORTH AMERICA: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 196 TABLE 106 NORTH AMERICA: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 196 TABLE 107 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 197 TABLE 108 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 197 12.2.1 US 198 12.2.1.1 Growth of medical technologies industry to support market growth 198 TABLE 109 US: KEY MACROINDICATORS 198 TABLE 110 US: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 199 TABLE 111 US: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 199 TABLE 112 US: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 200 TABLE 113 US: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 200 TABLE 114 US: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 201 TABLE 115 US: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 201 TABLE 116 US: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 201 TABLE 117 US: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 202 TABLE 118 US: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 202 TABLE 119 US: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 203 12.2.2 CANADA 203 12.2.2.1 Growing investments in medical imaging field to drive market 203 TABLE 120 CANADA: KEY MACROINDICATORS 204 TABLE 121 CANADA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 204 TABLE 122 CANADA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 205 TABLE 123 CANADA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 205 TABLE 124 CANADA: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 206 TABLE 125 CANADA: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 206 TABLE 126 CANADA: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 206 TABLE 127 CANADA: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 207 TABLE 128 CANADA: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 207 TABLE 129 CANADA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 208 TABLE 130 CANADA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 208 12.3 EUROPE 209 TABLE 131 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 209 TABLE 132 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 210 TABLE 133 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 210 TABLE 134 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 210 TABLE 135 EUROPE: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 211 TABLE 136 EUROPE: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 211 TABLE 137 EUROPE: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 211 TABLE 138 EUROPE: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 212 TABLE 139 EUROPE: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 212 TABLE 140 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 213 TABLE 141 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 213 12.3.1 GERMANY 214 12.3.1.1 High adoption of diagnostic imaging systems and strong healthcare infrastructure to drive market in Germany 214 TABLE 142 GERMANY: KEY MACROINDICATORS 214 TABLE 143 GERMANY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 214 TABLE 144 GERMANY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 215 TABLE 145 GERMANY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 215 TABLE 146 GERMANY: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 216 TABLE 147 GERMANY: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 216 TABLE 148 GERMANY: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 216 TABLE 149 GERMANY: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 217 TABLE 150 GERMANY: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 217 TABLE 151 GERMANY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 218 TABLE 152 GERMANY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 218 12.3.2 FRANCE 219 12.3.2.1 Growing public-private investments and rising number of imaging centers to support market growth 219 TABLE 153 FRANCE: KEY MACROINDICATORS 219 TABLE 154 FRANCE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 220 TABLE 155 FRANCE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 220 TABLE 156 FRANCE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 220 TABLE 157 FRANCE: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 221 TABLE 158 FRANCE: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 221 TABLE 159 FRANCE: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 221 TABLE 160 FRANCE: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 222 TABLE 161 FRANCE: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 222 TABLE 162 FRANCE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 223 TABLE 163 FRANCE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 223 12.3.3 UK 224 12.3.3.1 Rising demand for medical imaging procedures to support market growth 224 TABLE 164 UK: KEY MACROINDICATORS 224 TABLE 165 UK: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 225 TABLE 166 UK: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 225 TABLE 167 UK: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 225 TABLE 168 UK: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 226 TABLE 169 UK: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 226 TABLE 170 UK: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 226 TABLE 171 UK: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 227 TABLE 172 UK: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 227 TABLE 173 UK: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 228 TABLE 174 UK: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 228 12.3.4 SPAIN 229 12.3.4.1 Favorable regulatory scenario and rising geriatric population are key growth drivers 229 TABLE 175 SPAIN: KEY MACROINDICATORS 229 TABLE 176 SPAIN: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 230 TABLE 177 SPAIN: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 230 TABLE 178 SPAIN: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 230 TABLE 179 SPAIN: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 231 TABLE 180 SPAIN: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 231 TABLE 181 SPAIN: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 231 TABLE 182 SPAIN: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 232 TABLE 183 SPAIN: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 232 TABLE 184 SPAIN: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 233 TABLE 185 SPAIN: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 233 12.3.5 ITALY 234 12.3.5.1 Well-established healthcare infrastructure to support overall market growth 234 TABLE 186 ITALY: KEY MACROINDICATORS 234 TABLE 187 ITALY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 234 TABLE 188 ITALY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 235 TABLE 189 ITALY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 235 TABLE 190 ITALY: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 236 TABLE 191 ITALY: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 236 TABLE 192 ITALY: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 236 TABLE 193 ITALY: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 237 TABLE 194 ITALY: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 237 TABLE 195 ITALY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 238 TABLE 196 ITALY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 238 12.3.6 REST OF EUROPE 239 TABLE 197 ROE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 239 TABLE 198 ROE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 239 TABLE 199 ROE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 240 TABLE 200 ROE: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 240 TABLE 201 ROE: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 241 TABLE 202 ROE: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 241 TABLE 203 ROE: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 241 TABLE 204 ROE: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 242 TABLE 205 ROE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 242 TABLE 206 ROE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 243
SummaryThe global medical image analysis software market is projected to reach USD 4.5 Billion by 2027 from USD 3.2 Billion in 2022, at a CAGR of 7.8%. Among the factors driving the market are the growing public- and private-sector investments in the medical imaging market, and the rising prevalence of chronic diseases. Table of Contents1 INTRODUCTION 461.1 STUDY OBJECTIVES 46 1.2 MARKET DEFINITION 47 1.2.1 INCLUSIONS AND EXCLUSIONS 47 1.3 MARKET SCOPE 48 1.3.1 MARKETS COVERED 48 FIGURE 1 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET SEGMENTATION 48 1.3.2 YEARS CONSIDERED 49 1.4 CURRENCY 49 1.5 LIMITATIONS 49 1.6 STAKEHOLDERS 50 1.7 SUMMARY OF CHANGES 50 2 RESEARCH METHODOLOGY 51 2.1 RESEARCH APPROACH 51 2.2 RESEARCH METHODOLOGY DESIGN 51 FIGURE 2 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: RESEARCH DESIGN 51 2.2.1 SECONDARY RESEARCH 52 2.2.1.1 Key data from secondary sources 53 2.2.2 PRIMARY DATA 53 FIGURE 3 PRIMARY SOURCES 53 2.2.2.1 Key data from primary sources 54 2.2.2.2 Insights from primary experts 55 FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: SUPPLY-SIDE AND DEMAND- SIDE PARTICIPANTS 55 FIGURE 5 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 56 2.3 MARKET SIZE ESTIMATION: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 56 FIGURE 6 SUPPLY-SIDE MARKET SIZE ESTIMATION: REVENUE SHARE ANALYSIS 57 FIGURE 7 SUPPLY-SIDE MARKET SIZE ESTIMATION: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET (2021) 57 FIGURE 8 TOP-DOWN APPROACH 58 FIGURE 9 CAGR PROJECTIONS FROM ANALYSIS OF DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES OF MEDICAL IMAGE ANALYSIS SOFTWARE MARKET (2022–2027) 59 FIGURE 10 CAGR PROJECTIONS: SUPPLY-SIDE ANALYSIS 60 2.4 MARKET BREAKDOWN AND DATA TRIANGULATION 61 FIGURE 11 DATA TRIANGULATION METHODOLOGY 61 2.5 MARKET SHARE ESTIMATION 62 2.6 ASSUMPTIONS FOR THE STUDY 62 2.7 RISK ASSESSMENT 63 TABLE 1 LIMITATIONS & ASSOCIATED RISKS 63 3 EXECUTIVE SUMMARY 64 FIGURE 12 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2022 VS. 2027 (USD MILLION) 64 FIGURE 13 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2022 VS. 2027 (USD MILLION) 65 FIGURE 14 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2022 VS. 2027 (USD MILLION) 65 FIGURE 15 TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2022 VS. 2027 (USD MILLION) 66 FIGURE 16 ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2022 VS. 2027 (USD MILLION) 67 FIGURE 17 COMBINED MODALITY IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2022 VS. 2027 (USD MILLION) 67 FIGURE 18 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2022 VS. 2027 (USD MILLION) 68 FIGURE 19 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2022 VS. 2027 (USD MILLION) 69 FIGURE 20 GEOGRAPHICAL SNAPSHOT OF MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 70 4 PREMIUM INSIGHTS 71 4.1 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET OVERVIEW 71 FIGURE 21 TECHNOLOGICAL ADVANCEMENTS IN MEDICAL IMAGING SYSTEMS AND ANALYSIS SOFTWARE TO DRIVE MARKET GROWTH 71 4.2 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: GEOGRAPHICAL GROWTH OPPORTUNITIES 72 FIGURE 22 CHINA TO WITNESS HIGHEST GROWTH IN MEDICAL IMAGE ANALYSIS SOFTWARE MARKET DURING FORECAST PERIOD 72 4.3 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE AND COUNTRY (2021) 73 FIGURE 23 INTEGRATED SOFTWARE SEGMENT ACCOUNTED FOR LARGEST SHARE OF NORTH AMERICAN MEDICAL IMAGE ANALYSIS SOFTWARE MARKET IN 2021 73 4.4 ASIA PACIFIC: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY AND COUNTRY (2021) 74 FIGURE 24 TOMOGRAPHY SEGMENT ACCOUNTED FOR LARGEST SHARE OF ASIA PACIFIC MEDICAL IMAGE ANALYSIS SOFTWARE MARKET IN 2021 74 4.5 REGIONAL MIX: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET (2022–2027) 75 FIGURE 25 ASIA PACIFIC REGION TO WITNESS HIGHEST GROWTH BETWEEN 2022 AND 2027 75 4.6 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: DEVELOPED VS. DEVELOPING MARKETS 75 FIGURE 26 DEVELOPING MARKETS TO REGISTER HIGHER GROWTH DURING FORECAST PERIOD 75 5 MARKET OVERVIEW 76 5.1 INTRODUCTION 76 5.2 MARKET DYNAMICS 77 FIGURE 27 MARKET DYNAMICS: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 77 5.2.1 DRIVERS 77 5.2.1.1 Technological advancements in medical imaging systems and analysis software 77 5.2.1.2 Growing public- and private-sector investments in medical imaging market 78 TABLE 2 KEY INVESTMENTS BY GOVERNMENT BODIES IN DIAGNOSTIC IMAGING MARKET 78 5.2.1.3 Rising prevalence of chronic diseases 79 FIGURE 28 PREVALENCE OF CHRONIC DISEASE-RELATED DEATHS IN DEVELOPED AND DEVELOPING COUNTRIES (2020) 79 FIGURE 29 NUMBER OF CT AND MRI SCANNERS PER MILLION POPULATION, BY COUNTRY (2019) 80 5.2.1.4 Growing applications of computer-aided diagnosis 80 5.2.2 RESTRAINTS 81 5.2.2.1 Budgetary constraints 81 5.2.3 OPPORTUNITIES 81 5.2.3.1 Cloud-based image analysis solutions 81 5.2.3.2 Untapped emerging markets 82 TABLE 3 INSTALLED BASE OF CT, MRI, AND PET-CT IN ASIAN COUNTRIES (2015) 82 TABLE 4 NUCLEAR MEDICINE INFRASTRUCTURE IN ASIAN AND MIDDLE EASTERN COUNTRIES (2015) 82 5.2.4 CHALLENGES 83 5.2.4.1 Market penetration of standalone software vendors 83 5.2.4.2 Software security and compliance issues 83 FIGURE 30 NUMBER OF DATA BREACHES IN THE US (2010–2020) 83 TABLE 5 LARGEST HEALTHCARE DATA BREACHES IN THE WORLD (2020-2021) 84 5.2.4.3 Shortage of radiologists 85 5.3 KEY CONFERENCES & EVENTS IN 2022–2023 86 TABLE 6 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: DETAILED LIST OF CONFERENCES & EVENTS 86 5.4 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89 TABLE 7 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89 TABLE 8 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89 TABLE 9 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 90 TABLE 10 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 90 TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91 6 INDUSTRY INSIGHTS 92 6.1 INTRODUCTION 92 6.2 INDUSTRY TRENDS 92 6.2.1 ADOPTION OF HYBRID MEDICAL IMAGING MODALITIES 92 6.2.2 SHIFT TO 3D IMAGING 92 6.2.3 CLOUD COMPUTING 93 6.2.4 ARTIFICIAL INTELLIGENCE (AI) 93 6.3 TECHNOLOGY TRENDS 93 6.3.1 MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, AND COMPUTER-AIDED DESIGN IN MEDICAL IMAGE ANALYSIS 93 6.4 SUPPLY CHAIN ANALYSIS 94 FIGURE 31 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: STAKEHOLDERS IN SUPPLY CHAIN 95 6.5 ECOSYSTEM MAPPING 95 FIGURE 32 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: ECOSYSTEM ANALYSIS 96 6.6 PORTER’S FIVE FORCES ANALYSIS 96 TABLE 12 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET: PORTER’S FIVE FORCES ANALYSIS 96 6.6.1 THREAT OF NEW ENTRANTS 97 6.6.1.1 Capital requirement 97 6.6.1.2 High preference for products from well-established brands 97 6.6.2 THREAT OF SUBSTITUTES 97 6.6.2.1 Substitutes for medical image analysis software 97 6.6.3 BARGAINING POWER OF SUPPLIERS 98 6.6.3.1 Presence of several raw material suppliers 98 6.6.3.2 Supplier switching costs 98 6.6.4 BARGAINING POWER OF BUYERS 98 6.6.4.1 Few companies offer premium products at global level 98 6.6.5 INTENSITY OF COMPETITIVE RIVALRY 98 6.6.5.1 Increasing demand for high-quality and innovative products 98 6.6.5.2 Lucrative growth potential in emerging markets 99 6.7 PATENT ANALYSIS 99 6.7.1 PATENT PUBLICATION TRENDS FOR MEDICAL IMAGE ANALYSIS SOFTWARE 99 FIGURE 33 GLOBAL PATENT PUBLICATION TRENDS IN MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, 2018–2022 99 6.7.2 TOP APPLICANTS (COMPANIES) FOR MEDICAL IMAGE ANALYSIS SOFTWARE PATENTS 100 FIGURE 34 TOP COMPANIES THAT APPLIED FOR MEDICAL IMAGE ANALYSIS SOFTWARE PATENTS, 2018–2022 100 6.7.3 JURISDICTION ANALYSIS: TOP APPLICANTS (COUNTRIES) FOR PATENTS IN MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 100 FIGURE 35 JURISDICTION ANALYSIS: TOP APPLICANT COUNTRIES FOR MEDICAL IMAGE ANALYSIS SOFTWARE PATENTS, 2018–2022 100 6.8 REGULATORY ANALYSIS 101 6.8.1 NORTH AMERICA 101 6.8.2 EUROPE 102 6.8.3 ASIA PACIFIC 102 6.8.4 MIDDLE EAST & AFRICA 103 6.8.5 LATIN AMERICA 103 6.9 PRICING ANALYSIS 103 TABLE 13 COMMERCIAL PRICING (USD) 104 TABLE 14 ACADEMIC PRICING (USD) 104 TABLE 15 REGIONAL PRICING ANALYSIS OF KEY DIAGNOSTIC IMAGING MODALITIES, 2020 (USD) 104 6.10 TRADE ANALYSIS 105 6.10.1 TRADE ANALYSIS FOR COMPUTED TOMOGRAPHY SYSTEMS 105 TABLE 16 IMPORT DATA FOR COMPUTED TOMOGRAPHY SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 105 TABLE 17 EXPORT DATA FOR COMPUTED TOMOGRAPHY SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 106 6.10.2 TRADE ANALYSIS FOR ULTRASOUND SYSTEMS 106 TABLE 18 IMPORT DATA FOR ULTRASOUND SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 106 TABLE 19 EXPORT DATA FOR ULTRASOUND SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 107 6.10.3 TRADE ANALYSIS FOR MAGNETIC RESONANCE IMAGING SYSTEMS 107 TABLE 20 IMPORT DATA FOR MAGNETIC RESONANCE IMAGING SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 107 TABLE 21 EXPORT DATA FOR MAGNETIC RESONANCE IMAGING SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 108 6.10.4 TRADE ANALYSIS FOR X-RAY SYSTEMS 108 TABLE 22 IMPORT DATA FOR X-RAY SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 108 TABLE 23 EXPORT DATA FOR X-RAY SYSTEMS, BY COUNTRY, 2016–2020 (USD MILLION) 109 6.11 IMPACT OF COVID-19 ON MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 109 7 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE 110 7.1 INTRODUCTION 111 TABLE 24 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 111 TABLE 25 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 112 7.2 INTEGRATED SOFTWARE 112 7.2.1 INTEGRATED SOFTWARE IS LARGEST & FASTEST-GROWING SEGMENT OF MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 112 TABLE 26 INTEGRATED MEDICAL IMAGE ANALYSIS SOFTWARE VENDORS 113 TABLE 27 INTEGRATED IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 114 7.3 STANDALONE SOFTWARE 115 7.3.1 STANDALONE SOFTWARE OFFERS HIGHER FLEXIBILITY WITH NUMEROUS FEATURES 115 TABLE 28 STANDALONE MEDICAL IMAGE ANALYSIS SOFTWARE VENDORS 115 TABLE 29 STANDALONE IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 116 8 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE 117 8.1 INTRODUCTION 118 TABLE 30 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 118 8.2 3D IMAGING 118 8.2.1 GROWING ACCEPTANCE AND RISING ADVANTAGES OF THIS TECHNIQUE ARE SUPPORTING MARKET GROWTH 118 TABLE 31 3D IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 119 TABLE 32 3D IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 119 8.3 4D IMAGING 120 8.3.1 4D MEDICAL IMAGING IS REPLACING TRADITIONAL SURGICAL INTERVENTIONS BY PROVIDING MINIMALLY INVASIVE ALTERNATIVES 120 TABLE 33 4D IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 121 TABLE 34 4D IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 121 8.4 2D IMAGING 122 8.4.1 2D IMAGING IS COST-EFFECTIVE, SIMPLE, FAST, AND EASY TO PERFORM 122 TABLE 35 2D IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 122 TABLE 36 2D IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 124 9 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY 125 9.1 INTRODUCTION 126 TABLE 37 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 126 9.2 TOMOGRAPHY 127 TABLE 38 TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 127 TABLE 39 TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 128 9.2.1 COMPUTED TOMOGRAPHY (CT) 128 TABLE 40 CT IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 129 TABLE 41 COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 130 TABLE 42 COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 131 9.2.1.1 High-end slice CT 131 9.2.1.1.1 Increasing R&D investments by market players to drive market growth 131 TABLE 43 HIGH-END SLICE CT IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 132 9.2.1.2 Mid-end slice CT 133 9.2.1.2.1 Uncertain reimbursements and insurance coverage in developing countries to restrain market growth 133 TABLE 44 MID-END SLICE CT IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 134 9.2.1.3 Low-end slice CT 134 9.2.1.3.1 Low cost and significant demand in emerging markets to drive market 134 TABLE 45 LOW-END SLICE CT IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 135 9.2.2 MAGNETIC RESONANCE IMAGING (MRI) 135 TABLE 46 MAGNETIC RESONANCE IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 136 TABLE 47 MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 137 TABLE 48 MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 137 9.2.2.1 Closed MRI systems 138 9.2.2.1.1 Increasing prevalence of brain-related disorders/diseases propelling market growth 138 TABLE 49 CLOSED MRI ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 139 9.2.2.2 Open MRI systems 139 9.2.2.2.1 Open MRI systems work on same principle as traditional MRI systems 139 TABLE 50 OPEN MRI ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 140 9.2.3 POSITRON EMISSION TOMOGRAPHY (PET) 140 9.2.3.1 Increasing shift from standalone PET scans to combined modalities like PET/CT and PET/MR 140 TABLE 51 PET IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 141 TABLE 52 POSITRON EMISSION TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 142 9.2.4 SINGLE-PHOTON EMISSION COMPUTED TOMOGRAPHY (SPECT) 142 9.2.4.1 Growing prevalence of chronic neurological disorders to increase usage of SPECT scans 142 TABLE 53 SPECT IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 143 TABLE 54 SINGLE-PHOTON EMISSION COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 144 9.3 ULTRASOUND IMAGING 144 TABLE 55 ULTRASOUND IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 145 TABLE 56 ULTRASOUND IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 145 TABLE 57 ULTRASOUND IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 146 9.3.1 2D ULTRASOUND SYSTEMS 146 9.3.1.1 Higher resolution of 2D imaging systems to increase their adoption 146 TABLE 58 ULTRASOUND 2D IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 147 9.3.2 3D AND 4D ULTRASOUND SYSTEMS 148 9.3.2.1 Growing number of products launches with technological and software modifications propelling market growth 148 TABLE 59 ULTRASOUND 3D AND 4D IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 149 9.3.3 DOPPLER IMAGING 149 9.3.3.1 Technological developments by market players in Doppler imaging to aid market growth 149 TABLE 60 DOPPLER IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 150 9.4 RADIOGRAPHIC IMAGING 151 9.4.1 INCREASED ADOPTION OF RADIOGRAPHIC IMAGING TECHNIQUES DUE TO COVID-19 PANDEMIC TO DRIVE MARKET 151 TABLE 61 RADIOGRAPHIC IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 152 TABLE 62 RADIOGRAPHIC IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 153 9.5 COMBINED MODALITIES 154 FIGURE 36 COMBINED PET SCANNERS PER MILLION POPULATION, BY COUNTRY (2019) 154 TABLE 63 COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 154 TABLE 64 COMBINED MODALITY IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 155 9.5.1 PET/CT 155 9.5.1.1 PET/CT is more powerful than standalone PET systems 155 TABLE 65 PET/CT IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 156 TABLE 66 PET/CT IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 156 9.5.2 SPECT/CT 157 9.5.2.1 Growing number of new product launches to drive market 157 TABLE 67 SPECT/CT IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 157 TABLE 68 SPECT/CT IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 158 9.5.3 PET/MR 158 9.5.3.1 PET/MR is more effective than PET/CT as it offers less radiation exposure and higher contrast 158 TABLE 69 PET/MR IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 159 TABLE 70 PET/MR IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 159 9.6 MAMMOGRAPHY 160 9.6.1 INCREASING INCIDENCE OF BREAST CANCER TO DRIVE MARKET 160 TABLE 71 MAMMOGRAPHY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 160 TABLE 72 MAMMOGRAPHY IMAGING ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 161 10 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION 162 10.1 INTRODUCTION 163 TABLE 73 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 163 10.2 CARDIOLOGY 163 10.2.1 RISING INCIDENCE OF CARDIAC DISORDERS TO DRIVE MARKET 163 TABLE 74 CARDIOLOGY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 164 TABLE 75 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR CARDIOLOGY, BY COUNTRY, 2020–2027 (USD MILLION) 165 10.3 ORTHOPEDICS 166 10.3.1 RISING ARTHRITIS CASES SUPPORTING MARKET GROWTH 166 TABLE 76 ORTHOPEDIC IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 166 TABLE 77 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR ORTHOPEDICS, BY COUNTRY, 2020–2027 (USD MILLION) 167 10.4 ONCOLOGY 167 10.4.1 GROWING NUMBER OF CANCER CASES TO DRIVE MARKET 167 TABLE 78 ONCOLOGY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 168 TABLE 79 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR ONCOLOGY, BY COUNTRY, 2020–2027 (USD MILLION) 169 10.5 NEUROLOGY 169 10.5.1 INCREASING DEMAND FOR ADVANCED NEUROLOGICAL IMAGING TECHNOLOGIES DRIVING GROWTH OF THIS SEGMENT 169 TABLE 80 NEUROLOGY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 170 TABLE 81 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR NEUROLOGY, BY COUNTRY, 2020–2027 (USD MILLION) 171 10.6 OBSTETRICS AND GYNECOLOGY 171 10.6.1 MRI WIDELY USED IMAGING TECHNIQUE IN OBSTETRICS AND GYNECOLOGY 171 TABLE 82 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR OBSTETRICS AND GYNECOLOGY, BY COUNTRY, 2020–2027 (USD MILLION) 172 10.7 MAMMOGRAPHY 173 10.7.1 INCREASING DEMAND FOR EFFICIENCY IN BREAST IMAGING TO DRIVE MARKET 173 TABLE 83 MAMMOGRAPHY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 174 TABLE 84 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR MAMMOGRAPHY, BY COUNTRY, 2020–2027 (USD MILLION) 174 10.8 DENTAL 175 10.8.1 INCREASING PREVALENCE OF OROPHARYNGEAL CANCER TO SUPPORT MARKET GROWTH 175 TABLE 85 DENTAL IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 176 TABLE 86 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR DENTAL APPLICATIONS, BY COUNTRY, 2020–2027 (USD MILLION) 176 10.9 RESPIRATORY 177 10.9.1 COVID-19 PANDEMIC HAS INCREASED DEMAND FOR X-RAY IMAGING 177 TABLE 87 RESPIRATORY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 178 TABLE 88 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR RESPIRATORY APPLICATIONS, BY COUNTRY, 2020–2027 (USD MILLION) 178 10.10 UROLOGY AND NEPHROLOGY 179 10.10.1 RISING INCIDENCE OF KIDNEY DISEASE DRIVING UROLOGY AND NEPHROLOGY MEDICAL IMAGE ANALYSIS SOFTWARE MARKET 179 TABLE 89 UROLOGY AND NEPHROLOGY IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 179 TABLE 90 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR UROLOGY AND NEPHROLOGY, BY COUNTRY, 2020–2027 (USD MILLION) 180 10.11 VASCULAR 180 10.11.1 RISING INCIDENCE OF VASCULAR DISORDERS TO PROPEL MARKET GROWTH 180 TABLE 91 VASCULAR IMAGE ANALYSIS SOFTWARE OFFERED BY KEY PLAYERS 181 TABLE 92 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR VASCULAR APPLICATIONS, BY COUNTRY, 2020–2027 (USD MILLION) 182 11 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER 183 11.1 INTRODUCTION 184 TABLE 93 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 184 11.2 HOSPITALS 184 11.2.1 HIGH ADOPTION OF ADVANCED TECHNOLOGIES TO DRIVE MARKET 184 FIGURE 37 NUMBER OF HOSPITALS, BY COUNTRY (2019) 185 TABLE 94 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR HOSPITALS, BY COUNTRY, 2020–2027 (USD MILLION) 186 11.3 DIAGNOSTIC IMAGING CENTERS 186 11.3.1 LOWER WAITING PERIOD IN DIAGNOSTIC IMAGING CENTERS AND QUICKER RESULTS ARE SUPPORTING GROWTH OF THIS SEGMENT 186 TABLE 95 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR DIAGNOSTIC IMAGING CENTERS, BY COUNTRY, 2020–2027 (USD MILLION) 187 11.4 OTHER END USERS 187 FIGURE 38 US: NUMBER OF AMBULATORY SURGERY CENTERS (2012–2022) 188 TABLE 96 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET FOR OTHER END USERS, BY COUNTRY, 2020–2027 (USD MILLION) 189 12 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY REGION 190 12.1 INTRODUCTION 191 FIGURE 39 CHINA TO WITNESS HIGHEST GROWTH IN MEDICAL IMAGE ANALYSIS SOFTWARE MARKET DURING FORECAST PERIOD 191 TABLE 97 MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY REGION, 2020–2027 (USD MILLION) 192 12.2 NORTH AMERICA 192 FIGURE 40 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET SNAPSHOT 193 TABLE 98 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 193 TABLE 99 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 194 TABLE 100 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 194 TABLE 101 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 194 TABLE 102 NORTH AMERICA: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 195 TABLE 103 NORTH AMERICA: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 195 TABLE 104 NORTH AMERICA: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 195 TABLE 105 NORTH AMERICA: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 196 TABLE 106 NORTH AMERICA: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 196 TABLE 107 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 197 TABLE 108 NORTH AMERICA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 197 12.2.1 US 198 12.2.1.1 Growth of medical technologies industry to support market growth 198 TABLE 109 US: KEY MACROINDICATORS 198 TABLE 110 US: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 199 TABLE 111 US: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 199 TABLE 112 US: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 200 TABLE 113 US: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 200 TABLE 114 US: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 201 TABLE 115 US: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 201 TABLE 116 US: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 201 TABLE 117 US: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 202 TABLE 118 US: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 202 TABLE 119 US: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 203 12.2.2 CANADA 203 12.2.2.1 Growing investments in medical imaging field to drive market 203 TABLE 120 CANADA: KEY MACROINDICATORS 204 TABLE 121 CANADA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 204 TABLE 122 CANADA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 205 TABLE 123 CANADA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 205 TABLE 124 CANADA: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 206 TABLE 125 CANADA: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 206 TABLE 126 CANADA: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 206 TABLE 127 CANADA: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 207 TABLE 128 CANADA: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 207 TABLE 129 CANADA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 208 TABLE 130 CANADA: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 208 12.3 EUROPE 209 TABLE 131 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 209 TABLE 132 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 210 TABLE 133 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 210 TABLE 134 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 210 TABLE 135 EUROPE: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 211 TABLE 136 EUROPE: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 211 TABLE 137 EUROPE: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 211 TABLE 138 EUROPE: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 212 TABLE 139 EUROPE: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 212 TABLE 140 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 213 TABLE 141 EUROPE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 213 12.3.1 GERMANY 214 12.3.1.1 High adoption of diagnostic imaging systems and strong healthcare infrastructure to drive market in Germany 214 TABLE 142 GERMANY: KEY MACROINDICATORS 214 TABLE 143 GERMANY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 214 TABLE 144 GERMANY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 215 TABLE 145 GERMANY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 215 TABLE 146 GERMANY: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 216 TABLE 147 GERMANY: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 216 TABLE 148 GERMANY: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 216 TABLE 149 GERMANY: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 217 TABLE 150 GERMANY: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 217 TABLE 151 GERMANY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 218 TABLE 152 GERMANY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 218 12.3.2 FRANCE 219 12.3.2.1 Growing public-private investments and rising number of imaging centers to support market growth 219 TABLE 153 FRANCE: KEY MACROINDICATORS 219 TABLE 154 FRANCE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 220 TABLE 155 FRANCE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 220 TABLE 156 FRANCE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 220 TABLE 157 FRANCE: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 221 TABLE 158 FRANCE: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 221 TABLE 159 FRANCE: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 221 TABLE 160 FRANCE: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 222 TABLE 161 FRANCE: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 222 TABLE 162 FRANCE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 223 TABLE 163 FRANCE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 223 12.3.3 UK 224 12.3.3.1 Rising demand for medical imaging procedures to support market growth 224 TABLE 164 UK: KEY MACROINDICATORS 224 TABLE 165 UK: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 225 TABLE 166 UK: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 225 TABLE 167 UK: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 225 TABLE 168 UK: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 226 TABLE 169 UK: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 226 TABLE 170 UK: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 226 TABLE 171 UK: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 227 TABLE 172 UK: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 227 TABLE 173 UK: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 228 TABLE 174 UK: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 228 12.3.4 SPAIN 229 12.3.4.1 Favorable regulatory scenario and rising geriatric population are key growth drivers 229 TABLE 175 SPAIN: KEY MACROINDICATORS 229 TABLE 176 SPAIN: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 230 TABLE 177 SPAIN: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 230 TABLE 178 SPAIN: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 230 TABLE 179 SPAIN: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 231 TABLE 180 SPAIN: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 231 TABLE 181 SPAIN: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 231 TABLE 182 SPAIN: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 232 TABLE 183 SPAIN: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 232 TABLE 184 SPAIN: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 233 TABLE 185 SPAIN: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 233 12.3.5 ITALY 234 12.3.5.1 Well-established healthcare infrastructure to support overall market growth 234 TABLE 186 ITALY: KEY MACROINDICATORS 234 TABLE 187 ITALY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 234 TABLE 188 ITALY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 235 TABLE 189 ITALY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 235 TABLE 190 ITALY: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 236 TABLE 191 ITALY: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 236 TABLE 192 ITALY: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 236 TABLE 193 ITALY: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 237 TABLE 194 ITALY: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 237 TABLE 195 ITALY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 238 TABLE 196 ITALY: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 238 12.3.6 REST OF EUROPE 239 TABLE 197 ROE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 239 TABLE 198 ROE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY IMAGE TYPE, 2020–2027 (USD MILLION) 239 TABLE 199 ROE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY MODALITY, 2020–2027 (USD MILLION) 240 TABLE 200 ROE: TOMOGRAPHIC IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 240 TABLE 201 ROE: COMPUTED TOMOGRAPHY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 241 TABLE 202 ROE: MAGNETIC RESONANCE IMAGING ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 241 TABLE 203 ROE: ULTRASOUND IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 241 TABLE 204 ROE: COMBINED MODALITY IMAGE ANALYSIS SOFTWARE MARKET, BY TYPE, 2020–2027 (USD MILLION) 242 TABLE 205 ROE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 242 TABLE 206 ROE: MEDICAL IMAGE ANALYSIS SOFTWARE MARKET, BY END USER, 2020–2027 (USD MILLION) 243
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