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To investigate further, the physician orders a…","fields":{"slug":"/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis/","readingTime":{"text":"18 min read"}},"frontmatter":{"date":"November 10, 2020","title":"AI Startups in Pathology: A Meta-Review","description":"We explore the AI in pathology landscape through a group of 16 startups, AI applications beyond image interpretation, and how digitization and AI can mature alongside one another to produce tightly integrated solutions.","thumbnail":{"childImageSharp":{"fluid":{"base64":"data:image/png;base64,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","aspectRatio":1,"src":"/static/47653fa77b5f642136d6ff5ddcbaa0b4/bc8e0/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.png","srcSet":"/static/47653fa77b5f642136d6ff5ddcbaa0b4/8ac63/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.png 200w,\n/static/47653fa77b5f642136d6ff5ddcbaa0b4/3891b/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.png 400w,\n/static/47653fa77b5f642136d6ff5ddcbaa0b4/bc8e0/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.png 800w,\n/static/47653fa77b5f642136d6ff5ddcbaa0b4/6050d/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.png 1200w,\n/static/47653fa77b5f642136d6ff5ddcbaa0b4/00405/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.png 1600w,\n/static/47653fa77b5f642136d6ff5ddcbaa0b4/4df5a/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.png 13092w","srcWebp":"/static/47653fa77b5f642136d6ff5ddcbaa0b4/ccdb5/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.webp","srcSetWebp":"/static/47653fa77b5f642136d6ff5ddcbaa0b4/6b183/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.webp 200w,\n/static/47653fa77b5f642136d6ff5ddcbaa0b4/fc32b/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.webp 400w,\n/static/47653fa77b5f642136d6ff5ddcbaa0b4/ccdb5/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.webp 800w,\n/static/47653fa77b5f642136d6ff5ddcbaa0b4/9000d/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.webp 1200w,\n/static/47653fa77b5f642136d6ff5ddcbaa0b4/e0075/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.webp 1600w,\n/static/47653fa77b5f642136d6ff5ddcbaa0b4/191cb/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis.webp 13092w","sizes":"(max-width: 800px) 100vw, 800px"}}}}}},{"node":{"excerpt":"A Tale of Two Startups First, we have the acquirer IDx with diagnostic products for diabetic retinopathy - a diabetes complication that…","fields":{"slug":"/pre-2012-startups-AI-products-across-medical-specialities/","readingTime":{"text":"13 min read"}},"frontmatter":{"date":"September 02, 2020","title":"Pre-2012 Startups and AI Products Across Medical Specialities","description":"We explore a new emerging type of healthcare startups with AI offerings across medical specialities - a \"multi-speciality AI vendor\", and how ideas for clinical AI-centric products can be validated without AI.","thumbnail":{"childImageSharp":{"fluid":{"base64":"data:image/png;base64,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","aspectRatio":0.9900990099009901,"src":"/static/cd3e88c1c46fd9d8557bfdf7ced9852a/bc8e0/pre-2012-startups-AI-products-across-medical-specialities.png","srcSet":"/static/cd3e88c1c46fd9d8557bfdf7ced9852a/8ac63/pre-2012-startups-AI-products-across-medical-specialities.png 200w,\n/static/cd3e88c1c46fd9d8557bfdf7ced9852a/3891b/pre-2012-startups-AI-products-across-medical-specialities.png 400w,\n/static/cd3e88c1c46fd9d8557bfdf7ced9852a/bc8e0/pre-2012-startups-AI-products-across-medical-specialities.png 800w,\n/static/cd3e88c1c46fd9d8557bfdf7ced9852a/6050d/pre-2012-startups-AI-products-across-medical-specialities.png 1200w,\n/static/cd3e88c1c46fd9d8557bfdf7ced9852a/00405/pre-2012-startups-AI-products-across-medical-specialities.png 1600w,\n/static/cd3e88c1c46fd9d8557bfdf7ced9852a/28fe4/pre-2012-startups-AI-products-across-medical-specialities.png 3085w","srcWebp":"/static/cd3e88c1c46fd9d8557bfdf7ced9852a/ccdb5/pre-2012-startups-AI-products-across-medical-specialities.webp","srcSetWebp":"/static/cd3e88c1c46fd9d8557bfdf7ced9852a/6b183/pre-2012-startups-AI-products-across-medical-specialities.webp 200w,\n/static/cd3e88c1c46fd9d8557bfdf7ced9852a/fc32b/pre-2012-startups-AI-products-across-medical-specialities.webp 400w,\n/static/cd3e88c1c46fd9d8557bfdf7ced9852a/ccdb5/pre-2012-startups-AI-products-across-medical-specialities.webp 800w,\n/static/cd3e88c1c46fd9d8557bfdf7ced9852a/9000d/pre-2012-startups-AI-products-across-medical-specialities.webp 1200w,\n/static/cd3e88c1c46fd9d8557bfdf7ced9852a/e0075/pre-2012-startups-AI-products-across-medical-specialities.webp 1600w,\n/static/cd3e88c1c46fd9d8557bfdf7ced9852a/472ed/pre-2012-startups-AI-products-across-medical-specialities.webp 3085w","sizes":"(max-width: 800px) 100vw, 800px"}}}}}}]}},"pageContext":{}},"staticQueryHashes":["2841359383"]}