Medical device companies and trade associations alike have been clamoring for some time for a leaner path to Medicare coverage for their more novel product offerings, a message that may be gaining traction.

The U.S. FDA’s approach to bias covers a large swath of territory, including the potential for bias to creep invisibly into artificial intelligence (AI) products. Yarmela Pavlovic, vice president for global regulatory affairs at Medtronic plc, said at this year’s Artificial Intelligence Summit that regulators may be more wary of the potential hazards of bias in AI compared to non-AI software simply because of the difficulty in anticipating how bias might affect the function of these advanced algorithms.

The U.S. FDA’s Pulmonary-Allergy Drugs Advisory Committee has a lot to discuss Nov. 17, but only one voting question: Does the evidence demonstrate that Merck & Co. Inc.’s gefapixant provides a clinically meaningful benefit to adults with refractory or unexplained chronic cough?

Lunit Inc. is the latest South Korean firm to gain the U.S. FDA’s 510(k) clearance for Lunit Insight DBT, its artificial intelligence (AI)-powered breast cancer diagnostic tool that analyzes digital breast tomosynthesis (DBT) images, boosting its efforts to enter the U.S. market. The company also reported that it secured $150 million in a public offering.

Day Zero Diagnostics Inc. and Oxford Nanopore Technologies plc (ONT) joined forces to battle the leading cause of death in hospitals — sepsis. Combining Day Zero’s whole genome sequencing technology for pathogen identification and antimicrobial susceptibility analysis with Oxford’s nanopore-based molecular sensing technology, the companies aim to develop a diagnostic system that provides potentially life-saving identification and guidance on antimicrobial selection in mere hours.

Therabionic GmbH received U.S. FDA humanitarian device exemption (HDE) for its P1 device for at-home treatment of hepatocellular carcinoma, which accounts for 80% of all liver cancers, in patients who have failed first- and second-line therapies.