The emerging methodology of federated learning can overcome many of the ethical and privacy obstacles preventing patient data from being pooled for analysis, according to research published this week. French-American artificial intelligence (AI) specialist Owkin Inc. has demonstrated the technique can be used to apply machine learning to datasets held at different clinical centers. In a paper published in the Oct. 7 online edition of Nature Medicine, they describe how that generated new insights into the histopathology of malignant mesothelioma.

Researchers at Princeton University have used a combination of artificial intelligence and synthetic biology to identify and produce biologically active small molecules produced by members of the human microbiome. 

The field of artificial intelligence (AI) in medical practice is in its infancy, but a group of medical societies has published a paper that proposes the development of a code of ethics for artificial intelligence (AI) in radiology. The paper underscores a number of concerns, including that some developers fail to fully appreciate the potential consequences of seemingly innocent slip-ups in the development and validation of that algorithm.

HONG KONG – Dreamed Diabetes Ltd., of Petah Tikva, Israel, has received both FDA clearance and the CE mark for an insulin dosing decision support software based on artificial intelligence (AI).

After doing deals with big pharma — Eli Lilly and Co., Merck & Co. Inc., Abbvie Inc. and Bayer AG — Atomwise Inc. announced three partnerships last week with smaller preclinical companies to use its artificial intelligence (AI) platform to develop drugs for their targets.