Researchers from George Washington University filed for protection of a system and method that leverages generative models, specifically Variational Autoencoders, to conduct functional connectivity analysis from functional magnetic resonance imaging scans.

Diopsys Inc. agreed to pay $14.25 million to settle allegations it violated the False Claims Act (FCA) in encouraging the unnecessary use of the company’s Nova device for retinal testing.

The financial collapse of direct-to-consumer genetic testing pioneer 23andme Holding Co. is already one of the more notable developments of 2025, but the company’s customers have less to worry about with regard to their data.

The U.S. FDA famously lost a lawsuit over its final rule for regulation of lab-developed tests (LDTs), but Jeff Shapiro of King & Spalding told BioWorld that the implications of this decision go beyond FDA regulation of clinical lab operations.

When every minute matters, quickly determining which patients in the emergency department need urgent care for myocardial infarction can save lives. Researchers at the University Hospital Münster in Münster, Germany, developed a deep learning model that can detect features on electrocardiograms that more accurately identifies which patients require urgent revascularization than clinicians and provides results faster than high-sensitivity troponin lab tests.

The use of an AI tool could speed up the time it takes to do pregnancy scans by almost half and it is still able to identify any abnormalities in the fetus, researchers found. Results from a study showed the AI tool used to assist with 20-week pregnancy scans reduced the scan length by more than 40% and still maintained the same accuracy and reliability of diagnoses.

Elypta AB’s urine-based test correctly identified 90% of patients whose kidney cancer had returned, according to results from an ongoing study. The company’s metabolism-based liquid biopsy platform, which measures glycosaminoglycan biomarkers to detect cancer-specific signatures and uses algorithms to deliver clinically useful scores, could transform the lives of patients with kidney cancer.

Researchers from The Ohio State University have filed for protection of Neurothread, a wire-type neurotransmitter-sensing platform that utilizes the cross-section of commercially available ultrathin microwires as microelectrodes.

Nuralogix Corp.’s Anura Magicmirror seeks to answer questions more important than relative beauty with health insights gained via transdermal optical imaging technology and AI-powered insights into more than 100 health metrics. If Snow White’s stepmother had possessed one, she might have realized that she wasn’t thinking clearly because of mental stress or low blood sugar levels and eaten an unpoisoned apple herself.

Three former officials with Magellan Diagnostics Inc., have entered guilty pleas in connection with faulty tests for lead poisoning that were widely used across the U.S. between 2013 and 2017. While former CEO Amy Winslow and two others will not be sentenced until later this year, all three face possible prison terms of three years or more and fines of as much as $250,000, highlighting the hazards of a lack of scruples with regard to compliance with U.S. FDA regulations.