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1476311

2030 年臨床工作流程解決方案市場預測：按解決方案類型、部署模式、最終用戶和地區進行的全球分析

Clinical Workflow Solutions Market Forecasts to 2030 - Global Analysis By Solution Type, By Mode of Deployment, End User and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3個工作天內

價格

根據 Stratistics MRC 的數據，2023 年全球臨床工作流程解決方案市場規模為 109.3 億美元，預計到 2030 年將達到 280.4 億美元，在預測期內複合年成長率為 14.4%。

臨床工作流程解決方案包含旨在最佳化醫療保健服務的效率和效果的數位工具和流程。這些解決方案簡化了病患安排、記錄管理、申請以及醫療保健專業人員之間的溝通等任務。透過將科技融入臨床工作流程，我們的目標是提高患者照護品質、減少錯誤、提高資源利用率，並最終改善醫療保健結果。

根據美國氣喘和過敏基金會 (AAFA) 的數據，到 2022 年 4 月，大約三分之一的美國患有氣喘，相當於約 2500 萬人。根據美國疾病管制與預防美國(CDC) 的數據，心臟病、癌症和糖尿病等慢性病是美國死亡和殘疾的主要原因，僅心臟病和癌症就約佔所有疾病的 38%死亡人數佔據。

簡化醫療流程的需求不斷成長

世界各地的醫療機構正在尋求數位解決方案，以提高業務效率和患者照護服務。臨床工作流程解決方案提供了可自動執行病患資料管理、預約安排和申請等任務的工具和系統，從而實現更有效率的工作流程。透過簡化這些流程，醫療保健提供者可以最佳化資源利用率，減少管理負擔，最大限度地減少錯誤，並最終提高醫療保健服務的整體品質和可及性，可以滿足日益成長的高效醫療保健服務的需求。

互通性挑戰

不同醫療保健系統和軟體平台之間缺乏無縫整合和資料交換，阻礙了患者照護各個階段資訊有效的流動。這種碎片化導致工作流程分散、資料輸入冗餘以及難以存取全面的患者記錄，最終影響臨床工作流程解決方案的有效性並阻礙市場成長。

快速的技術進步

人工智慧、物聯網 (IoT) 和區塊鏈等技術創新為改善醫療流程和患者治療結果提供了新途徑。這些進步將有助於開發更複雜的臨床工作流程解決方案，使醫療保健提供者能夠自動化任務、更有效地分析資料以及個人化患者照護。此外，新技術將促進遠端監控和遠端醫療服務，擴大醫療保健的覆蓋範圍，並提高醫療保健服務系統的整體效率和有效性。

資料安全問題

醫療記錄的數位化和電子健康記錄的引入增加了資料外洩、未授權存取和隱私侵犯的風險。醫療機構必須遵守 HIPAA 和 GDPR 等嚴格法規，以保護病患資料。未能正確解決資料安全風險可能會導致法律責任、聲譽損害和病患信任的喪失。

COVID-19 的影響：

隨著醫療機構尋求簡化流程並加強遠距患者照護，COVID-19 大流行加速了臨床工作流程解決方案的採用。遠端醫療平台、數位預約安排和虛擬諮詢已變得至關重要，推動了對創新解決方案的需求。此外，大流行凸顯了互通性和資料共用的重要性，促使對整合臨床工作流程系統的進一步投資。

資料整合解決方案產業預計將在預測期內成為最大的產業

在臨床工作流程解決方案市場中，資料整合解決方案領域預計將成為預測期內最大的領域。這是因為越來越需要無縫整合不同的醫療保健系統和資料來源，以提高業務效率和病患照護協調。資料整合解決方案促進了跨不同平台的醫療資料的集中、標準化和共用，使醫療保健專業人員能夠存取全面的患者資訊並做出明智的臨床決策，這將促進該行業的成長。

預計雲端基礎的細分市場在預測期內將呈現最高的複合年成長率。

在預測期內，雲端基礎的細分市場預計將在臨床工作流程解決方案市場中實現最高的複合年成長率。這種成長得益於雲端基礎的解決方案提供的優勢，例如擴充性、成本效益和易於存取。隨著對靈活和遠端存取的醫療保健技術的需求不斷增加，醫療保健機構擴大選擇雲端基礎的臨床工作流程解決方案，從而推動了該領域的市場成長。

比最大的地區

由於先進的醫療保健基礎設施、醫療保健 IT 解決方案的高採用率以及政府促進數位醫療保健的舉措等因素，預計北美將在預測期內主導臨床工作流程解決方案市場。此外，主要市場參與者的存在和廣泛的研發活動進一步增強了該地區的優勢。此外，該地區致力於透過技術進步提高患者照護品質和業務效率，也有助於其在市場中的主導地位。

複合年成長率最高的地區：

在預測期內，由於醫療保健成本上升、數位醫療技術的採用增加以及醫療保健基礎設施的改善等因素，預計亞太地區臨床工作流程解決方案市場將快速擴張。此外，臨床工作流程解決方案的其他好處、政府對醫療保健系統數位化舉措的認知提高、大量患者群體的存在以及開拓的市場潛力等都預示著亞太地區的成長前景。

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目錄

第1章執行摘要

第2章 前言

  • 概述
  • 相關利益者
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 研究資訊來源
    • 主要研究資訊來源
    • 二次研究資訊來源
    • 先決條件

第3章市場趨勢分析

  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 最終用戶分析
  • 新興市場
  • COVID-19 的影響

第4章波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第5章全球臨床工作流程解決方案市場：按解決方案類型

  • 資料整合解決方案
    • 電子病歷一體化解決方案
    • 醫學影像整合解決方案
  • 工作流程自動化解決方案
    • 病患流量管理解決方案
    • 護理和人員調度解決方案
  • 即時通訊解決方案
    • 護士呼叫警報系統
    • 整合通訊解決方案
  • 遠端醫療解決方案
    • 遠端患者監護
    • 虛擬諮詢
  • 臨床護理協調解決方案
    • 用藥管理解決方案
    • 周產期護理管理解決方案
    • 捨入解
    • 血液製品管理解決方案
  • 企業報告和分析解決方案
  • 其他解決方案類型

第6章全球臨床工作流程解決方案市場：依部署模式

  • 雲端基礎
  • 本地
  • 混合

第7章全球臨床工作流程解決方案市場：依最終使用者分類

  • 門診治療中心
  • 醫院
  • 療養院/長期照護機構
  • 醫生治療
  • 其他最終用戶

第8章全球臨床工作流程解決方案市場：按地區

  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 歐洲其他地區
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東/非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東/非洲

第9章 主要進展

  • 合約、夥伴關係、協作和合資企業
  • 收購和合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第10章 公司概況

  • Agfa-Gevaert Group
  • Athenahealth, Inc.
  • Carestream Health
  • Cerner Corporation
  • Change Healthcare
  • Computer Programs and Systems, Inc.
  • eClinicalWorks
  • Epic Systems Corporation
  • Fujifilm Healthcare Americas Corporation
  • GE Healthcare
  • Infor Healthcare
  • McKesson Corporation
  • Meditech
  • NextGen Healthcare, Inc.
  • Philips Healthcare
  • Relatient
  • Siemens Healthineers AG
  • Veradigm
  • Wolters Kluwer
Product Code: SMRC25857

According to Stratistics MRC, the Global Clinical Workflow Solutions Market is accounted for $10.93 billion in 2023 and is expected to reach $28.04 billion by 2030 growing at a CAGR of 14.4% during the forecast period. Clinical workflow solutions encompass digital tools and processes designed to optimize the efficiency and effectiveness of healthcare delivery. These solutions streamline tasks such as patient scheduling, record-keeping, billing, and communication among healthcare professionals. By integrating technology with clinical workflows, they aim to enhance patient care quality, reduce errors, improve resource utilization, and ultimately contribute to better healthcare outcomes.

According to the Asthma and Allergy Foundation of America (AAFA), in April 2022, roughly 1 in 13 Americans had asthma, which are about 25 million people. According to the Centers for Disease Control & Prevention (CDC), chronic diseases, such as heart disease, cancer, and diabetes, are the leading causes of death and disability in the U.S., with heart disease and cancer alone accounting for around 38% of all deaths.

Market Dynamics:

Driver:

Growing demand for streamlined healthcare processes

Healthcare facilities worldwide are seeking digital solutions to enhance operational efficiency and patient care delivery. Clinical Workflow Solutions offer tools and systems that automate tasks such as patient data management, appointment scheduling, and billing, leading to improved workflow efficiency. By streamlining these processes, healthcare providers can optimize resource utilization, reduce administrative burdens, minimize errors, and ultimately enhance the overall quality and accessibility of healthcare services, meeting the growing demand for efficient healthcare delivery.

Restraint:

Interoperability challenges

The lack of seamless integration and data exchange among different healthcare systems and software platforms hampers the efficient flow of information across various stages of patient care. This fragmentation can lead to disjointed workflows, redundant data entry, and difficulty accessing comprehensive patient records, ultimately impacting the effectiveness of clinical workflow solutions and hampering market growth.

Opportunity:

Rapid technological advancements

Innovations such as artificial intelligence, Internet of Things (IoT), and blockchain offer new avenues for improving healthcare processes and patient outcomes. These advancements enable the development of more sophisticated clinical workflow solutions, allowing healthcare providers to automate tasks, analyze data more effectively, and personalize patient care. Additionally, emerging technologies facilitate remote monitoring and telehealth services, expanding access to healthcare and enhancing the overall efficiency and effectiveness of healthcare delivery systems.

Threat:

Data security concerns

With the digitization of healthcare records and the adoption of electronic health records, there's an increased risk of data breaches, unauthorized access, and privacy violations. Healthcare facilities must comply with stringent regulations like HIPAA and GDPR to protect patient data. Failure to adequately address data security risks can result in legal liabilities, damage to reputation, and loss of patient trust.

Covid-19 Impact:

The COVID-19 pandemic has accelerated the adoption of clinical workflow solutions as healthcare facilities strive to streamline processes and enhance remote patient care. Telehealth platforms, digital appointment scheduling, and virtual consultations have become essential, driving demand for innovative solutions. Additionally, the pandemic has highlighted the importance of interoperability and data sharing, prompting further investment in integrated clinical workflow systems.

The data integration solutions segment is expected to be the largest during the forecast period

In the clinical workflow solutions market, the data integration solutions segment is anticipated to dominate during the forecast period. This is due to the increasing need for seamless integration of disparate healthcare systems and data sources to improve operational efficiency and patient care coordination. Data integration solutions facilitate the aggregation, normalization, and sharing of healthcare data across various platforms, enabling healthcare providers to access comprehensive patient information and make informed clinical decisions, driving the segment's growth.

The cloud-based segment is expected to have the highest CAGR during the forecast period

The cloud-based segment is projected to experience the highest CAGR in the clinical workflow solutions market during the forecast period. This growth can be attributed to advantages such as scalability, cost-effectiveness, and ease of access offered by cloud-based solutions. With increasing demand for flexible and remotely accessible healthcare technologies, healthcare facilities are increasingly opting for cloud-based clinical workflow solutions, driving the segment's growth in the market.

Region with largest share:

North America is set to dominate the clinical workflow solutions market over the forecast period due to factors such as advanced healthcare infrastructure, high adoption of healthcare IT solutions, and government initiatives promoting digital healthcare. Additionally, the presence of major market players and extensive research and development activities further bolster the region's dominance. Moreover, the region's focus on enhancing patient care quality and operational efficiency through technological advancements contributes to its leading position in the market.

Region with highest CAGR:

During the forecast period, the Asia Pacific region is poised for rapid expansion in the Clinical Workflow Solutions market due to factors such as increasing healthcare expenditure, rising adoption of digital healthcare technologies, and improving healthcare infrastructure. Additionally, growing awareness about the benefits of clinical workflow solutions and government initiatives to digitize healthcare systems, the presence of a large patient population, and untapped market potential contribute to Asia Pacific's promising growth prospects in this market.

Key players in the market

Some of the key players in Clinical Workflow Solutions Market include Agfa-Gevaert Group, Athenahealth, Inc., Carestream Health, Cerner Corporation, Change Healthcare, Computer Programs and Systems, Inc., eClinicalWorks, Epic Systems Corporation, Fujifilm Healthcare, Americas Corporation, GE Healthcare, Infor Healthcare, McKesson Corporation, Meditech, NextGen Healthcare, Inc., Philips Healthcare, Relatient , Siemens Healthineers AG, Veradigm and Wolters Kluwer.

Key Developments:

In Apr 2023, Koninklijke Philips N.V. entered a partnership with Amazon Web Services, a global IT company, to enhance its communications and imaging archiving systems. The partnership would allow Philips to serve its healthcare provider customers with operational management solutions.

In March 2023, Nextgen Healthcare, Inc. released Mirth Cloud Connect, a healthcare interoperability solution. The cloud-based solution features Snowflake and AWS capabilities. Additionally, the solution is built upon the Mirth Connect tool.

In September 2022, Relatient has created Dash Chat, an interactive chat solution that enables seamless two-way contact between employees and patients directly from the provider group's website. The technology enables doctors and employees to respond to routine patient inquiries swiftly while reducing call volume and increasing overall patient satisfaction by providing consistent access to care.

Solution Types Covered:

  • Data Integration Solutions
  • Workflow Automation Solutions
  • Real-time Communication Solutions
  • Telemedicine Solutions
  • Clinical Care Coordination Solutions
  • Enterprise Reporting & Analytics Solutions
  • Other Solution Types

Mode of Deployment Covered:

  • Cloud-based
  • On-premise
  • Hybrid

End Users Covered:

  • Ambulatory Care Centers
  • Hospitals
  • Nursing Homes & Long-Term Care Facilities
  • Physician Practices
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 End User Analysis
  • 3.7 Emerging Markets
  • 3.8 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Clinical Workflow Solutions Market, By Solution Type

  • 5.1 Introduction
  • 5.2 Data Integration Solutions
    • 5.2.1 EMR Integration Solutions
    • 5.2.2 Medical Image Integration Solutions
  • 5.3 Workflow Automation Solutions
    • 5.3.1 Patient Flow Management Solutions
    • 5.3.2 Nursing & Staff Scheduling Solutions
  • 5.4 Real-time Communication Solutions
    • 5.4.1 Nurse Call Alert Systems
    • 5.4.2 Unified Communication Solutions
  • 5.5 Telemedicine Solutions
    • 5.5.1 Remote Patient Monitoring
    • 5.5.2 Virtual Consultations
  • 5.6 Clinical Care Coordination Solutions
    • 5.6.1 Medication Administration Solutions
    • 5.6.2 Perinatal Care Management Solutions
    • 5.6.3 Rounding Solutions
    • 5.6.4 Blood Products Administration Solutions
  • 5.7 Enterprise Reporting & Analytics Solutions
  • 5.8 Other Solution Types

6 Global Clinical Workflow Solutions Market, By Mode of Deployment

  • 6.1 Introduction
  • 6.2 Cloud-based
  • 6.3 On-premise
  • 6.4 Hybrid

7 Global Clinical Workflow Solutions Market, By End User

  • 7.1 Introduction
  • 7.2 Ambulatory Care Centers
  • 7.3 Hospitals
  • 7.4 Nursing Homes & Long-Term Care Facilities
  • 7.5 Physician Practices
  • 7.6 Other End Users

8 Global Clinical Workflow Solutions Market, By Geography

  • 8.1 Introduction
  • 8.2 North America
    • 8.2.1 US
    • 8.2.2 Canada
    • 8.2.3 Mexico
  • 8.3 Europe
    • 8.3.1 Germany
    • 8.3.2 UK
    • 8.3.3 Italy
    • 8.3.4 France
    • 8.3.5 Spain
    • 8.3.6 Rest of Europe
  • 8.4 Asia Pacific
    • 8.4.1 Japan
    • 8.4.2 China
    • 8.4.3 India
    • 8.4.4 Australia
    • 8.4.5 New Zealand
    • 8.4.6 South Korea
    • 8.4.7 Rest of Asia Pacific
  • 8.5 South America
    • 8.5.1 Argentina
    • 8.5.2 Brazil
    • 8.5.3 Chile
    • 8.5.4 Rest of South America
  • 8.6 Middle East & Africa
    • 8.6.1 Saudi Arabia
    • 8.6.2 UAE
    • 8.6.3 Qatar
    • 8.6.4 South Africa
    • 8.6.5 Rest of Middle East & Africa

9 Key Developments

  • 9.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 9.2 Acquisitions & Mergers
  • 9.3 New Product Launch
  • 9.4 Expansions
  • 9.5 Other Key Strategies

10 Company Profiling

  • 10.1 Agfa-Gevaert Group
  • 10.2 Athenahealth, Inc.
  • 10.3 Carestream Health
  • 10.4 Cerner Corporation
  • 10.5 Change Healthcare
  • 10.6 Computer Programs and Systems, Inc.
  • 10.7 eClinicalWorks
  • 10.8 Epic Systems Corporation
  • 10.9 Fujifilm Healthcare Americas Corporation
  • 10.10 GE Healthcare
  • 10.11 Infor Healthcare
  • 10.12 McKesson Corporation
  • 10.13 Meditech
  • 10.14 NextGen Healthcare, Inc.
  • 10.15 Philips Healthcare
  • 10.16 Relatient
  • 10.17 Siemens Healthineers AG
  • 10.18 Veradigm
  • 10.19 Wolters Kluwer

List of Tables

  • Table 1 Global Clinical Workflow Solutions Market Outlook, By Region (2021-2030) ($MN)
  • Table 2 Global Clinical Workflow Solutions Market Outlook, By Solution Type (2021-2030) ($MN)
  • Table 3 Global Clinical Workflow Solutions Market Outlook, By Data Integration Solutions (2021-2030) ($MN)
  • Table 4 Global Clinical Workflow Solutions Market Outlook, By EMR Integration Solutions (2021-2030) ($MN)
  • Table 5 Global Clinical Workflow Solutions Market Outlook, By Medical Image Integration Solutions (2021-2030) ($MN)
  • Table 6 Global Clinical Workflow Solutions Market Outlook, By Workflow Automation Solutions (2021-2030) ($MN)
  • Table 7 Global Clinical Workflow Solutions Market Outlook, By Patient Flow Management Solutions (2021-2030) ($MN)
  • Table 8 Global Clinical Workflow Solutions Market Outlook, By Nursing & Staff Scheduling Solutions (2021-2030) ($MN)
  • Table 9 Global Clinical Workflow Solutions Market Outlook, By Real-time Communication Solutions (2021-2030) ($MN)
  • Table 10 Global Clinical Workflow Solutions Market Outlook, By Nurse Call Alert Systems (2021-2030) ($MN)
  • Table 11 Global Clinical Workflow Solutions Market Outlook, By Unified Communication Solutions (2021-2030) ($MN)
  • Table 12 Global Clinical Workflow Solutions Market Outlook, By Telemedicine Solutions (2021-2030) ($MN)
  • Table 13 Global Clinical Workflow Solutions Market Outlook, By Remote Patient Monitoring (2021-2030) ($MN)
  • Table 14 Global Clinical Workflow Solutions Market Outlook, By Virtual Consultations (2021-2030) ($MN)
  • Table 15 Global Clinical Workflow Solutions Market Outlook, By Clinical Care Coordination Solutions (2021-2030) ($MN)
  • Table 16 Global Clinical Workflow Solutions Market Outlook, By Medication Administration Solutions (2021-2030) ($MN)
  • Table 17 Global Clinical Workflow Solutions Market Outlook, By Perinatal Care Management Solutions (2021-2030) ($MN)
  • Table 18 Global Clinical Workflow Solutions Market Outlook, By Rounding Solutions (2021-2030) ($MN)
  • Table 19 Global Clinical Workflow Solutions Market Outlook, By Blood Products Administration Solutions (2021-2030) ($MN)
  • Table 20 Global Clinical Workflow Solutions Market Outlook, By Enterprise Reporting & Analytics Solutions (2021-2030) ($MN)
  • Table 21 Global Clinical Workflow Solutions Market Outlook, By Other Solution Types (2021-2030) ($MN)
  • Table 22 Global Clinical Workflow Solutions Market Outlook, By Mode of Deployment (2021-2030) ($MN)
  • Table 23 Global Clinical Workflow Solutions Market Outlook, By Cloud-based (2021-2030) ($MN)
  • Table 24 Global Clinical Workflow Solutions Market Outlook, By On-premise (2021-2030) ($MN)
  • Table 25 Global Clinical Workflow Solutions Market Outlook, By Hybrid (2021-2030) ($MN)
  • Table 26 Global Clinical Workflow Solutions Market Outlook, By End User (2021-2030) ($MN)
  • Table 27 Global Clinical Workflow Solutions Market Outlook, By Ambulatory Care Centers (2021-2030) ($MN)
  • Table 28 Global Clinical Workflow Solutions Market Outlook, By Hospitals (2021-2030) ($MN)
  • Table 29 Global Clinical Workflow Solutions Market Outlook, By Nursing Homes & Long-Term Care Facilities (2021-2030) ($MN)
  • Table 30 Global Clinical Workflow Solutions Market Outlook, By Physician Practices (2021-2030) ($MN)
  • Table 31 Global Clinical Workflow Solutions Market Outlook, By Other End Users (2021-2030) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.