MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity Prediction

1 code implementation • 25 Jul 2022 • Junyi Gao, Chaoqi Yang, George Heintz, Scott Barrows, Elise Albers, Mary Stapel, Sara Warfield, Adam Cross, Jimeng Sun, the N3C consortium

We respond to the national Pediatric COVID-19 data challenge with a novel machine learning model, MedML.

BIG-bench Machine Learning Feature Importance +2

Towards a Comprehensive Solution for a Vision-based Digitized Neurological Examination

no code implementations • 15 May 2022 • Trung-Hieu Hoang, Mona Zehni, Huaijin Xu, George Heintz, Christopher Zallek, Minh N. Do

In this paper, we propose an accessible vision-based exam and documentation solution called Digitized Neurological Examination (DNE) to expand exam biomarker recording options and clinical applications using a smartphone/tablet.