University of California

Michael Blum

Mary Elizabeth Chalk

Scott Hammond

Rachael A Callcut

Robert Derward Rogers

Joe Hesse

Rachael Callcut

Matthew O'Brien

Joseph H Hesse

The present disclosure relates to techniques for developing artificial intelligence algorithms by distributing analytics to multiple sources of privacy protected, harmonized data. Particularly, aspects are directed to a computer implemented method that includes receiving an algorithm and input data requirements associated with the algorithm, identifying data assets as being available from a data host based on the input data requirements, curating the data assets within a data storage structure that is within infrastructure of the data host, and integrating the algorithm into a secure capsule computing framework. The secure capsule computing framework serves the algorithm to the data assets within the data storage structure in a secure manner that preserves privacy of the data assets and the algorithm. The computer implemented method further includes running the data assets through the algorithm to obtain an inference.

Distributed privacy-preserving computing on protected data

Provided are systems and methods for analyzing sonograms of abdomen to identify presence or absence of free fluid in the abdomen. The systems and methods are useful for performing or assisting with point of care diagnosis of presence of internal bleeding in trauma patients without requiring input from a radiologist or another clinician trained to analyze sonograms for presence or absence of free fluid. Also provided are methods and system for training a medical imaging system for analyzing sonograms of abdomen to identify presence or absence of free fluid in the abdomen.

Method and systems for the automated detection of free fluid using artificial intelligence for the focused assessment sonography for trauma (FAST) examination for trauma care

Distributed privacy-preserving computing

Growing community of inventors

San Francisco, CA, United States of America

Michael Blum