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BioWorld - Saturday, February 7, 2026
Home » Topics » Software » Algorithm

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Ultromics

Ultromics' Echogo improves cardiac amyloidosis diagnosis

Sep. 26, 2025
By Annette Boyle
A month after raising $55 million to advance its AI-enhanced ultrasound diagnostics for cardiovascular disease, Ultromics Ltd. presented strong results for its U.S. FDA-cleared AI analysis of echocardiograms at the American Society of Echocardiography's 2025 Scientific Sessions in Nashville, Tenn. Ultromics' Echogo Amyloidosis was able to detect cardiac amyloidosis earlier and more accurately than traditional methods, missing fewer cases without increasing unnecessary testing.
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Lungs and bronchiole

Phyxiom looks to transform outcomes for patients with asthma, COPD

Aug. 28, 2025
By Shani Alexander
Recently launched Irish startup Phyxiom Ltd. hopes that its digital health platform will transform the clinical outcomes for patients with asthma and chronic obstructive pulmonary disease. By providing clinicians with real-time insights into lung function and medication adherence, the platform improves diagnosis accuracy and treatment outcomes.
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Hilo Band and mobile app

Aktiia SA raises $42M for BP monitoring platform, rebrands to Hilo

May 6, 2025
By Shani Alexander
Aktiia SA raised $42 million in an oversubscribed series B funding round and rebranded to Hilo. The funds will be used for product innovation, expansion into new markets and to build out its blood pressure monitoring platform to support enterprise use cases.
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Atrial fibrillation illustration

AI helps UK doctors identify patients at risk of afib

Dec. 31, 2024
By Shani Alexander
An artificial intelligence-based tool developed by researchers in the U.K. is helping doctors identify people at risk of developing atrial fibrillation. Data from the ongoing Find-AF pilot study shows that the algorithm can comb through patients’ electronic health records and detect red flags which could indicate whether they are at risk of developing the heart condition.
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Gene drug interaction

Myriad’s test reduces gene-drug interactions, hospitalizations nearly 40%

April 11, 2024
By Annette Boyle
Finding an effective medication for patients with major depressive disorder is notoriously difficult, with 70% of patients failing to respond to the first drug prescribed and 30% not responding to the first four medications. Complicating matters, genetic mutations can increase psychotropic drug-related adverse events, including hospitalizations. A recent study indicates Myriad Genetics Inc.’s Genesight test can help minimize the risk of these negative events, with a reduction of nearly 40% in psychiatric-related hospitalizations and prescription of medications with significant gene-drug interactions.
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3D illustration of thioredoxin antioxidant enzyme
Drug Design, Drug Delivery & Technologies

Proteins on the move (briefly) offer targeting possibilities

April 25, 2023
By Anette Breindl
Researchers have identified a druggable pocket on the phosphatase Wip1, which regulates the tumor suppressor TP53 as well as DNA damage repair proteins. The work, which was published in Frontiers in Molecular Biosciences on April 18, 2023, by researchers from the University of Pennsylvania, could lead to therapeutics targeting Wip1. And the computational deep learning methods used to identify the pocket are broadly useful for identifying what the authors call “cryptic” pockets.
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Concept image for interactome finding drug targets
Drug Design, Drug Delivery & Technologies

‘Guilt by association’ yields new drug targets

Feb. 28, 2023
By Nuala Moran
A ‘guilt by association’ study linking disease-associated proteins to proteins for which there was no evidence of any role in pathology, has identified groups of proteins interacting with genes that genome-wide association studies (GWAS) have previously implicated in 21 disease areas. Revealing these interactions has thrown up new drug targets.
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Reflexion inks deal with Mirada to improve personalized cancer treatment

July 14, 2022
By Meg Bryant
Reflexion Medical Inc. entered into a nonexclusive worldwide licensing agreement with Mirada Medical Ltd., allowing Mirada’s Redengine image registration algorithms to be integrated into Reflexion’s X1 treatment planning software. The algorithms align a patient’s anatomy between distinct imaging modalities or between radiotherapy treatments.
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Man looking at Physiq smartwatch on wrist

Physiq and Purdue develop infection-detection watch

Nov. 2, 2021
By Annette Boyle
As a counterpoint to the raft of wellness-promoting smartwatches, Purdue University and Physiq Inc. have developed a smartwatch algorithm that flags illness. A year after launching their co-development program, the two organizations reported they have created an algorithm designed for smartwatches that enables detection of early signs of infection. The algorithm is already in use in a number of Physiq’s customers’ applications, Physiq Chief Scientific Officer Stephan Wegerich told BioWorld.
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AI silhouette

FTC eyes streamlined enforcement for algorithm bias, drug patents and right to repair

Sep. 15, 2021
By Mark McCarty
The U.S. Federal Trade Commission (FTC) has taken a more assertive stance regarding enforcement of several considerations, most conspicuously about mergers and acquisitions. However, the agency’s push for less cumbersome processes has now been applied to a host of considerations pertinent to the life sciences, including bias found in artificial intelligence algorithms, abuse of drug patents, and repairs for medical equipment, a signal that more frequent and more rapid FTC enforcement is on the near horizon.
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