{"id":8623,"date":"2017-08-31T08:12:46","date_gmt":"2017-08-31T08:12:46","guid":{"rendered":"https:\/\/www.rootsanalysis.com\/blog\/?p=8623"},"modified":"2026-07-08T22:26:00","modified_gmt":"2026-07-08T16:56:00","slug":"deep-learning-opportunities-in-drug-discovery-and-diagnostics","status":"publish","type":"post","link":"https:\/\/www.rootsanalysis.com\/blog\/deep-learning-opportunities-in-drug-discovery-and-diagnostics\/","title":{"rendered":"Deep Learning: Opportunities in Drug Discovery and Diagnostics"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Deep learning is a novel machine learning technique that can be used to generate relevant insights from large volumes of data. The applications of the technology are being explored across a variety of areas. The <a href=\"https:\/\/www.rootsanalysis.com\/reports\/view_document\/deep-learning-in-drug-discovery-and-diagnostics-2017-2035\/156.html\"><strong>&#8216;<\/strong><\/a><span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/www.rootsanalysis.com\/reports\/deep-learning-in-drug-discovery-market\/156.html\">Deep Learning: Drug Discovery and Diagnostics Market, 2017-2035<\/a>&#8216;<\/strong><\/span>&nbsp;report examines the current landscape and future outlook of the growing market of deep learning solutions within the healthcare domain.&nbsp;Some of the most interesting insights from our study are presented below.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Artificial Intelligence (AI): A Concept Expected to Revolutionize Various Industries<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">With fast growing interest around artificial intelligence techniques, deep learning models have gained significant popularity across specific sectors, including healthcare.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Drug Discovery and Diagnostics: The Key AI Application Areas in Healthcare<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Several companies have begun to explore deep learning applications in drug discovery and diagnostics<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"672\" height=\"405\" src=\"https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Key-AI-Application-Areas-Roots.webp\" alt=\"As per Roots Analysis there are various players offering drug discovery and diagnostics solutions majorly focusing on various application area including drug adherence, biomarker analysis and patient recruitment.\" class=\"wp-image-19778\" style=\"object-fit:contain;width:800px;height:470px\" srcset=\"https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Key-AI-Application-Areas-Roots.webp 672w, https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Key-AI-Application-Areas-Roots-300x181.webp 300w\" sizes=\"auto, (max-width: 672px) 100vw, 672px\" \/><\/figure>\n<\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Market Landscape: A Mix of Industry and Academic Players <\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">With close to 100 deep learning service providers, these segments have garnered significant interest from industry as well as academic players<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"672\" height=\"274\" src=\"https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Market-Landscape-Roots.webp\" alt=\"Currently, around 90% of the service providers offering services for deep learning are industry players and have specialization in drug discovery followed by diagnostics\" class=\"wp-image-19779\" style=\"object-fit:contain;width:800px;height:323px\" srcset=\"https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Market-Landscape-Roots.webp 672w, https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Market-Landscape-Roots-300x122.webp 300w\" sizes=\"auto, (max-width: 672px) 100vw, 672px\" \/><\/figure>\n<\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Start-Ups: The Primary Source of Breakthrough Innovation<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Although deep learning in drug discovery and diagnostics market is still na\u00efve, the market has witnessed the rise of many startups indicating a high growth potential<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"672\" height=\"402\" src=\"https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Start-Ups-Boom-Roots.webp\" alt=\"Various established players are already focusing on the services for deep  learning. Now, various start ups also have initiated providing services indicating the rising interest of the players\" class=\"wp-image-19780\" style=\"object-fit:contain;width:800px;height:469px\" srcset=\"https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Start-Ups-Boom-Roots.webp 672w, https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Start-Ups-Boom-Roots-300x179.webp 300w\" sizes=\"auto, (max-width: 672px) 100vw, 672px\" \/><\/figure>\n<\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Venture Capital Funding: Amongst the Key Enablers \u2026<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">It is worth highlighting that venture capitalists have strongly backed the companies in this space; over USD 1.5 billion has been invested in these firms post 2013.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2026 Driving Sustained Value Creation in the Future<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The rising interest is likely to result in multiple acquisitions in the future; using our proprietary approach, we evaluated the relative valuation of these companies.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Monetary Opportunity: Multi-Billion Dollar Savings in Drug Discovery \u2026<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Deep learning in drug discovery appears to be highly promising in the long term (&gt; USD 100 billion); we adopted a scenario based approach to estimate this promise.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2026 and Diagnostics, Waiting to be Realized<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In the near-term, diagnostics represents a credible opportunity; this is likely to be tapped by several players with advanced solutions<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"672\" height=\"351\" src=\"https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Monetary-Opportunity-Roots.webp\" alt=\"With the use of more AI tools across healthcare industry the market is expected to grow in the coming time\" class=\"wp-image-19782\" style=\"object-fit:contain;width:800px;height:410px\" srcset=\"https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Monetary-Opportunity-Roots.webp 672w, https:\/\/www.rootsanalysis.com\/blog\/wp-content\/uploads\/2023\/10\/Deep-Learning-Monetary-Opportunity-Roots-300x157.webp 300w\" sizes=\"auto, (max-width: 672px) 100vw, 672px\" \/><\/figure>\n<\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">To know more please click&nbsp;<a href=\"https:\/\/www.rootsanalysis.com\/reports\/view_document\/deep-learning-in-drug-discovery-and-diagnostics-2017-2035\/156.html\"><strong><\/strong><\/a><strong><a href=\"https:\/\/www.rootsanalysis.com\/reports\/view_document\/deep-learning-in-drug-discovery-and-diagnostics-2017-2035\/156.html\"><span style=\"text-decoration: underline;\">Deep Learning: Drug Discovery and Diagnostics Market, 2017-2035<\/span><\/a><\/strong>. For any queries \/ suggestions or if you\u2019d like to get access to the full research results, please do not hesitate to contact us at&nbsp;<strong><a href=\"mailto:sales@rootsanalysis.com\">sales@rootsanalysis.com<\/a><\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deep learning is a novel machine learning technique that can be used to generate relevant insights from large volumes of data. The applications of the technology are being explored across a variety of areas. The &#8216;Deep Learning: Drug Discovery and Diagnostics Market, 2017-2035&#8216;&nbsp;report examines the current landscape and future outlook of the growing market of [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":12036,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[111],"tags":[188],"class_list":["post-8623","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-drug-discovery","tag-drug-discovery"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Deep Learning: Opportunities in Drug Discovery &amp; Diagnostics<\/title>\n<meta name=\"description\" content=\"Deep learning in drug discovery appears to be highly promising in the long term (&gt; USD 100 billion); we adopted a scenario based approach\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.rootsanalysis.com\/blog\/deep-learning-opportunities-in-drug-discovery-and-diagnostics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deep Learning: Opportunities in Drug Discovery &amp; 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