Search results for: 'learning algorithm'
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22 Jun 2022  |  Global  |  Technology Research
Growth Opportunities in AI for Drug Target Discovery and Validation
Advancements in Deep Learning will Enable Faster and More Efficient Novel Target Discovery.
A major challenge in drug discovery is the limited number of gene targets that can be targeted for the development of a drug molecule. Only close to 400 genes are proven targets for US FDA-approved drugs. 80% of human genes are unexplored as targets, and some are considered undruggable. The identification and the selection of novel drug targets (p...
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06 May 2024  |  Global  |  Technology Research
Digital Pathology Technology Innovations and Growth Opportunities
Disruptive technologies like AI-based image analysis algorithms are boosting diagnostics and drug development research
The digital pathology industry is witnessing steadily increasing competitive intensity, with the entry of several start-ups putting market players under pressure to create unique, disruptive products. While digital pathology includes slide digitalization, image analysis algorithms, and image storage and management solutions, this report focuses on ...
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03 Feb 2017  |  Latin America  |  Market Research
Mobile Health and Telemedicine Markets in Brazil, Forecast to 2020
Tele-imaging, Connected Devices, and Distance Learning Offer Value Propositions in an Infant Telehealth Industry
Brazil’s telemedicine market is likely to increase from $495.3 million in 2015 to $743.8 million in 2017 whereas the mHealth market revenue will grow from $446.8 million to $1.43 billion over the same period. Telemedicine is strongly focused on teleradiology in Brazil, which represents over 98% of the market segment revenue. Other telemedicine appl...
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07 Feb 2022  |  North America  |  Market Research
Growth Opportunities for Global Computer-aided Diagnosis (CAD) in Breast Cancer Screening
Artificial Intelligence and Deep Learning Support Better Clinical Outcomes and Fuel Growth Pipeline
This research services provides an overview of the global CAD in breast cancer screening market and a 5-year forecast from 2021 to 2026. The market will grow from $118.0 million in 2021 to $165.7 million in 2026, increasing at a compound annual growth rate (CAGR) of 7.0%. The mammo-CAD and ultrasound-CAD segments will grow at the highest rates due ...
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12 Jun 2024  |  Global  |  Technology Research
Smartphone-based Point-of-care Testing Innovations and Growth Opportunities
Growth Potential Enhanced by Advanced AI/ML Algorithms and Miniaturized Molecular Diagnostics
Smartphone-based point-of-care (POC) diagnostics are rapidly emerging as medical diagnostics, enabling remote or self-monitoring tools for general wellness and a range of health conditions. Smartphones enable low-cost, rapid, and handy POC diagnostics. Intrinsic sensors of smartphones or extrinsic sensing devices working with intelligent data analy...
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12 May 2020  |  Global  |  Technology Research
Advanced Non-contact Patient Monitoring Technologies: A New Paradigm in Healthcare Monitoring
Mobile-based Platforms, Artificial Intelligence-based Algorithms, and Video Analysis Defining New Approaches for Remote Patient Monitoring
Wearable devices such as smart watch and bands have gained huge acceptance from the healthcare industry as they can continuously track different health parameters and offers valuable insights to the healthcare providers anytime without any need for clinic visits. Even after huge market adoption of wearable devices, patients still complain about the...
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24 Dec 2015  |  North America  |  Market Research
Global Clinical Next-generation Sequencing Market
Learn the Emerging Clinical Applications and Best Practices to the Road to Reimbursement
This market insight covers the challenges associated with the adoption of next-generation sequencing (NGS)-based testing for routine diagnostic use. Emerging applications for gene panel and whole exome sequencing are discussed. Best practices and guidance have been provided to attain coverage on newly launched tests through case study analysis. Tab...
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16 Feb 2026  |  Global  |  Technology Research
Innovations and Growth Opportunities in Virtual Healthcare Assistants
Patient- and Clinician-Facing Assistant Platforms to Drive Transformational Growth in Healthcare Delivery
Virtual healthcare assistants are playing an instrumental role in improving healthcare delivery. They help patients take charge of their health through personalized reminders, symptom tracking, and health monitoring, and offer instant access to care by immediately answering queries and reducing appointment wait times. They support healthcare profes...
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14 Jan 2026  |  Global  |  Frost Radar
Frost Radar™: Intelligent Imaging Analysis Systems, 2026
A Benchmarking System to Spark Companies to Action - Innovation That Fuels New Deal Flow and Growth Pipelines
Computed tomography, X-ray radiography, and magnetic resonance imaging have been invaluable tools in disease diagnosis and treatment efficacy assessments, but the practice of manual viewing and grading medical images to identify abnormalities is time-consuming and can delay diagnosis for critical patients. Intelligent imaging analysis systems that...
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26 Aug 2024  |  Global  |  Frost Radar
Frost Radar™: Lab Automation and Monitoring Solutions, 2024
A Benchmarking System to Spark Companies to Action - Innovation That Fuels New Deal Flow and Growth Pipelines
This Frost Radar benchmarks companies offering lab automation and monitoring solutions for diagnostics labs: hospital and independent labs including multi-chain organized, unorganized, and university labs. Lab automation solutions cover aspects of operations such as pre-pre-analytical, pre-analytical, and post-analytical workflows, whereas lab...
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