MUMBAI, India, Aug. 17 -- Intellectual Property India has published a patent application (202617079199 A) filed by Gdm Holding LLC on June 26, 2026, for Ai Report Generation From Medical Images, And Ai Report Generation From Medical Images With An Expert In The Loop.
Inventors include Barrett, David; Tanno, Ryutaro; Ktena, Sofia Ira; Ghaisas, Sumedh Kedar; Dathathri, Sumanth; Huang, Po-Sen; See, Abigail Elizabeth; and Welbl, Johannes Maximilian.
The application for the patent was published on August 14, 2026, under issue no. 33/2026.
Abstract: A neural network system is trained to generate textual reports (that is, medical reports, such as radiology reports) from one or more medical images, by fine-tuning a pre-trained neural network system (a visual language model, "VLM") operative, upon receiving an input comprising at least one image and a textual input, to generate a value indicative of a predicted likelihood of one or more candidate text continuations of the textual input. The fine-tuning of the neural network system is performed to reduce the value of a cost function which includes a first prediction cost term based on a first training database including first training datasets of at least one medical image and an associated text report, the first training datasets corresponding to first individuals. The first prediction cost term further includes a cost value for each individual, inversely dependent on a likelihood value of the associated textual report, conditioned on the at least one medical image, and created by the neural network system.
Disclaimer: Curated by HT Syndication.
