Ge Precision Healthcare LLC

The General Hospital Corporation

The Brigham and Women's Hospital, Inc.

Partners Healthcare System, Inc.

Mark Heinz Michalski

John Francis Kalafut

Neil Tenenholtz

Keith Dreyer

Stuart Pomerantz

Sean Doyle

Bernardo Canedo Bizzo

Michael Lev

Romane Gauriau

Techniques are described that facilitate integrating artificial intelligence (AI) informatics in healthcare systems using a distributed learning platform. In one embodiment, a computer-implemented is provided that comprises interfacing, by a system operatively coupled to a processor, with a medical imaging application that provides for viewing medical image data. The method further comprises, facilitating, by the system, generation of structured diagnostic data according to a defined ontology in association with usage of the imaging application to perform a clinical evaluation of the medical image data. The method further comprises providing, by the system, the structured diagnostic data to one or more machine learning systems, wherein based on the providing, the one or more machine learning systems employ the structured diagnostic data as training data to generate or train one or more diagnostic models configured to provide artificial intelligence-based diagnostic evaluations of new medical image data.

Facilitating artificial intelligence integration into systems using a distributed learning platform

Systems and techniques for generating and/or employing a computed tomography (CT) medical imaging stroke model are presented. In one example, a system employs a convolutional neural network to generate learned medical imaging stroke data regarding a brain anatomical region based on CT data associated with the brain anatomical region and diffusion-weighted imaging (DWI) data associated with one or more segmentation masks for the brain anatomical region. The system also detects presence or absence of a medical stroke condition in a CT image based on the learned medical imaging stroke data.

Computed tomography medical imaging stroke model

Growing community of inventors

Boston, MA, United States of America

Mark Heinz Michalski