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BioWorld - Saturday, February 28, 2026
Home » machine learning

Articles Tagged with ''machine learning''

Drug Design, Drug Delivery & Technologies

Series D financing at Benchsci to expand Ascend AI drug discovery platform

May 26, 2023
Benchsci (Scinapsis Analytics Inc.), has announced a CAD$95 million (US$70 million) series D funding round. The funds will be used to expand the company’s artificial intelligence (AI) drug discovery platform, Ascend by Benchsci, which enables scientists to discover biological connections, reduce trial and error experimentation, and uncover risks early.
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Picture-1--A-Maestro-moon-surgical-(002).jpg

Moon Surgical secures $55.4M for its laparoscopic robot commercialization preparation

May 24, 2023
By Bernard Banga
Moon Surgical SAS secured a new $55.4 million round of financing to strengthen the development and commercialization of its Maestro robotic system for laparoscopic surgery.
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EU legislation and coverage issues prompting industry to ask whether AI is worth the trouble

May 18, 2023
By Mark McCarty
The EU’s Artificial Intelligence (AI) Act is still in the thick of the legislative process, which seems likely to ladle even more regulatory liabilities onto AI software used for medical purposes. Bodo Wiegand, senior advisory at Viopsy, told attendees at a May 18 webinar that between the promise of yet more regulation along with existing coverage and reimbursement hurdles in the EU, developers of medical software are considering whether they should steer clear of developments that qualify as AI simply because of the extraordinary time and expense associated with generating revenues for these projects.
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Felix Wong, co-founder and CEO, Integrated-Biosciences
Newco news

Integrated Biosciences trains neural networks to identify novel senolytic drugs

May 4, 2023
By Cormac Sheridan
Integrated Biosciences Inc., an early-stage startup that is combining synthetic biology and machine learning in the hunt for drugs that tackle cell senescence, has demonstrated its capabilities in a newly published study in Nature Aging on May 4, 2023, which employed artificial intelligence to identify three novel compounds that are highly selective for Bcl-2 and that exhibit favorable medicinal chemistry profiles.
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Drug Design, Drug Delivery & Technologies

Integrated Biosciences trains neural networks to identify novel senolytic drugs

May 4, 2023
By Cormac Sheridan
Integrated Biosciences Inc., an early-stage startup that is combining synthetic biology and machine learning in the hunt for drugs that tackle cell senescence, has demonstrated its capabilities in a newly published study in Nature Aging on May 4, 2023, which employed artificial intelligence (AI) to identify three novel compounds that are highly selective for Bcl-2 and that exhibit favorable medicinal chemistry profiles.
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FDA says change control draft guidance could force rewrite of when-to-file guidances

April 24, 2023
By Mark McCarty
The U.S. FDA’s draft guidance for predetermined change control plans (PCCPs) is a groundbreaking guidance that was enabled by legislation that allows the filing of PCCPs with all device types, not just software as a medical device (SaMD). However, a member of the FDA team acknowledged recently that this new approach to device change management could require that the agency revisit existing guidances such as a guidance for when to file a new regulatory submission for 510(k) devices, thus heralding a series of guidance revisions that may take several years to unwind.
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FDA draft guidance for AI change control shifts workload to initial premarket filing

March 30, 2023
By Mark McCarty
Developers of artificial intelligence (AI) and machine learning (ML) algorithms have found themselves returning repeatedly to the U.S. FDA for seemingly modest updates to their products, a problem that may soon be relieved by an FDA draft guidance on predetermined change control for AI and ML. However, Brad Thompson of Epstein, Becker & Green, P.C., told BioWorld that the terms of the draft “hugely increases the burden on developers to plan ahead” in order to obtain that postmarket relief from repeated 510(k) filings, a concession that device manufacturers and software developers may be more than willing to make.
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Robotic and human hands touching computer screen

Huma Therapeutics receives multi-condition EU Class IIb approval for SaMD product

March 24, 2023
By Nuala Moran
Huma Therapeutics Ltd. received the first EU Class IIb approval for a software as a medical device (SaMD) product, winning the certification for its system for collecting and analysing patient data across multiple disease indications, the company reported. The approval will open up the market for digital health apps, with customers now able to link into Huma’s underlying technical platform to develop their own digital health apps and companion diagnostics, avoiding the need to then get their own, separate EU medical device certification.
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DNA NGS genome sequencing
Newco news

‘Biology no one else will have seen;’ startup Relation seeks new genetic targets

March 6, 2023
By Nuala Moran
Newco Relation Therapeutics Ltd. is showing its colors after raising $25 million in a seed round to work on integrating single cell transcriptomics, functional genomics and machine learning – and cut through previously undecipherable combinatorial space – to find and validate drug targets in the non-coding genome.
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Elypta devises new technology for early multi-cancer detection

March 2, 2023
By Bernard Banga
Elypta AB has devised new multi-cancer early detection technology leveraging plasma and urine glycosaminoglycans which can detect more than a dozen types of cancer in adults showing no symptoms.
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