US Patent Issued to Sanofi on Jan. 28 for "Machine learning systems and methods to diagnose rare diseases" (Massachusetts Inventors)

ALEXANDRIA, Va., Jan. 29 -- United States Patent no. 12,211,619, issued on Jan. 28, was assigned to Sanofi (Paris).

"Machine learning systems and methods to diagnose rare diseases" was invented by Cliona Marie Molony (Boston) and Alexandra Dumitriu (Boston).

According to the abstract* released by the U.S. Patent & Trademark Office: "A machine-learned model to diagnose patients with a rare disease based on medical data/records, and methods of training such a model are disclosed. A computer implemented method is disclosed for generating a training dataset for training a machine-learning model to identify individuals with a rare disease. The method comprises: receiving an initial dataset comprising medical data relating to a plurality of ind...