University of California

Cz Biohub Sf, Llc.

Rafael Gomez-Sjoberg

Joseph L DeRisi

Jenny Folkesson

Paul Lebel

A method of measuring malarial parasitemia includes disposing a sample including red blood cells in liquid form on a sample stage, illuminating the sample with optical radiation, capturing a plurality of images of the sample, and extracting, from the one or more of the plurality of images, a set of red blood cell images. Each red blood cell image is associated with a particular red blood cell. The method also includes for each red blood cell image in the set of red blood cell images, inputting each red blood cell image into a machine learning model and generating, using the machine learning model, a classification related to a malaria parasite lifecycle stage for each of the red blood cells. The method further includes determining the malarial parasitemia for the sample.

Growing community of inventors

San Francisco, CA, United States of America

Rafael Gomez-Sjoberg