Healthcare


Artificial Intelligence for Medical Image Analysis—Companies-to-Action, 2018

Medical imaging has become the bellwether application for artificial intelligence (AI) technologies in healthcare. From deep learning and machine learning approaches, to cognitive computing, to even natural language processing, several AI approaches are now being incorporated in the field of radiology. Apart from academic research groups, almost all major manufacturers and vendors in the medical imaging space have or are developing initiatives to bring automation, augmentation or acceleration to medical imaging, cognitive computing for imaging informatics applications and even intelligent machines. There are several startups as well which continue to advance the development of solutions. In the medical imaging workflow, from ordering of imaging studies all the way up to follow-up post imaging, artificial intelligence could play a role. Of course, current efforts are mostly concentrated in analyzing the medical images. These solutions have been deployed on premises, but there is a gradual adoption of cloud technologies too. As applications evolve and are developed further, AI is moving to the edge, and might also become embedded in imaging equipment as the next frontier. However, at the global level, countries look up to AI to address very different and systemic challenges – while some such as the United States require higher productivity and standardization, the United Kingdom needs to address shortages and higher wait time, whereas others such as China need it to build access and expertize to improve diagnosis rates. This has naturally resulted in a continuous growth in the number of startups emerging in this field, globally. Funding too, has flowed in to support the momentum. Crucial regulatory milestones have been achieved, but many more are likely to be reached as well. This study is a focused analysis to highlight all of the companies active in this space, and to analyze their solutions to get a sense of the trends in the industry. Aptly called the Companies-to-Action, a comprehensive analysis of ~100 AI companies currently offering medical image analysis solutions provides an in-depth insight in to several key questions, as outlined below. Competitive landscape, evolving partnerships, regional analysis to identify conducive factors for development of AI solutions, funding trends for the 80+ startups, a landscape assessment, and finally, a list of top ten predictions for the coming 5 years are covered in this study. It also highlights a curated list of companies along with our perspective on their uniqueness, potential opportunities, and threats.
Published: 21 Aug 2018

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  • Medical Image Analysis AI Market: AI Use Cases Across the Medical Imaging Workflow, Global, 2018
  • Medical Image Analysis AI Market: Factors Propelling the Market Forward, Global, 2018
  • Medical Image Analysis AI Market: Application of AI-Powered Imaging Analytics Across the Imaging Chain, Global, 2018
  • Medical Image Analysis AI Market: AI Imaging Analytics Applications Along the Hype Cycle, Global, 2018
  • Medical Image Analysis AI Market: Market Ecosystem, Global, 2018
  • Medical Image Analysis AI Market: Ecosystem Partnerships, Global, 2018
  • Medical Image Analysis AI Market: Medical imaging AI Start-ups by Founding Year, Global, 2011–2017
  • Medical Image Analysis AI Market: Cumulative Number of Start-ups by Founding Year, Global, 2009– 2017
  • Medical Image Analysis AI Market: Timeline of Medical Imaging AI Startups Founding, Global, 2011–2017
  • Medical Image Analysis AI Market: Medical Imaging AI Development Timeline, Global, 1950–2018
  • Medical Image Analysis AI Market: Select US FDA Regulatory Milestones, Global, 2017–2018
  • Medical Image Analysis AI Market: AI Training, Inferencing and Continuous Learning, Global, 2018
  • Medical Imaging AI Market: Select Digital Pathology Vendor Highlights, Global, 2018
  • Medical Imaging AI Market: Select Endoscopy Vendor Highlights, Global, 2018
  • Medical Image Analysis AI Market: Fundamental Incentives for AI, Global, 2018
  • Medical Image Analysis AI Market: Early Deployments of Medical Imaging AI Solutions, Select Countries, June 2018
  • Medical Image Analysis AI Market: Medical Imaging AI Companies Regional Distribution by Country of Origin, Global, 2018
  • Medical Image Analysis AI Market: Venture Capital Firms Investing in Medical Imaging AI by Type and Country of Origin, Global, 2018
  • Medical Image Analysis AI Market: Top 10 Ranked Medical Imaging AI Start-ups by Funding Amounts and Country of Origin, Global, 2018
  • Medical Image Analysis AI Market: Medical Imaging AI Companies by Focus on Medical Specialties, Global, 2018
  • Medical Image Analysis AI Market: Number of Medical Imaging AI Companies Focused on Diseases, Global, 2018
  • Medical Image Analysis AI Market: Number of Medical Imaging AI Companies Focused on Organs, Global, 2018
  • Medical Image Analysis AI Market: Imaging Modality Focus of Medical Imaging AI Companies, Global, 2018
  • Medical Image Analysis AI Market: Imaging Modality Focus of Medical Imaging AI Companies, Global, 2018
  • Medical Image Analysis AI Market: Top 4 Imaging Equipment OEMs by Intensity of AI Efforts, Global, 2018
  • Medical Image Analysis AI Market: IBM Watson Health, SWOT Analysis, Global, 2018
  • Medical Image Analysis AI Market: Top 10 Predictions, Global, 2018–2022
  • Medical Imaging AI Market: Imaging Modality Focus of Medical Imaging AI companies, Global, 2018
  • Medical Imaging AI Market: Number of Modalities Targeted by Medical Imaging AI Companies, Global, 2018
  • Medical Imaging AI Market: Coverage of Medical Imaging AI companies, Global, 2018
  • Medical Imaging AI Market: Universe of Medical Imaging AI Companies, Global, 2018
  • Medical Imaging AI Market: Universe of Medical Imaging AI Companies for Imaging Modality Focus, Global, 2018
  • Medical Imaging AI Market: Universe of Medical Imaging AI Companies for Clinical Specialty Focus, Global, 2018
  • Medical Imaging AI Market: Universe of Medical Imaging AI Companies for Disease Focus, Global, 2018

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