Pathai, Inc.

Amaro N Taylor-Weiner

Aditya Khosla

Andrew H Beck

Ilan N Wapinski

Hunter L Elliott

Benjamin P Glass

Harsha Vardhan Pokkalla

Kenneth Knute Leidal

Jason Ku Wang

Oscar M Carrasco-zevallos

Maryam Pouryahya

Aryan Pedawi

Charles Biddle-Snead

Katy Wack

Quang Huy Le

Dinkar Juyal

Michael C Montalto

Zahil Shanis

Murray Resnick

In some aspects, the described systems and methods provide for a method for training a deep learning model to assess liver pathology, including accessing annotated liver pathology images associated with a group of patients in one or more randomized controlled clinical trials of nonalcoholic steatohepatitis therapy, each of the annotated liver pathology images including at least one annotation describing one or more tissue characteristic categories for a portion of the image, and training the deep learning model based on the annotated liver pathology images to predict the tissue characteristic categories, selected from a group comprising steatosis, lobular inflammation, hepatocyte ballooning, and fibrosis stage.

Systems and methods for assessing liver pathology

Growing community of inventors

Brooklyn, NY, United States of America

Amaro N Taylor-Weiner