Stathis Gennatas, PhD, MBBS

Assistant Professor

[email protected]

Lab Site: https://www.lambdamd.org

rtemis Machine Learning: https://rtemis.org

Publications

Expert-augmented machine learning for predicting extubation readiness in the pediatric intensive care unit.

A Trypanosoma cruzi Trans-Sialidase Peptide Demonstrates High Serological Prevalence Among Infected Populations Across Endemic Regions of Latin America.

Tumor Morphology for Prediction of Poor Responses Early in Neoadjuvant Chemotherapy for Breast Cancer: A Multicenter Retrospective Study.

Development and Validation of Prediction Models for the Diagnosis of Autism Spectrum Disorder in a Korean General Population.

Gray matter correlates of attention-deficit hyperactivity disorder in boys versus girls with sensory processing dysfunction.

Predicting the impact of proton beam therapy technology on pulmonary toxicities for locally advanced lung cancer patients enrolled on the Proton Collaborative Group prospective clinical trial.

Predictors of All-Cause 30-Day Readmissions in Patients with Heart Failure at an Urban Safety Net Hospital: The Importance of Social Determinants of Health and Mental Health.

Predicting Post-Liver Transplant Outcomes in Patients with Acute-on-Chronic Liver Failure using Expert-Augmented Machine Learning.

Association of SARS-CoV-2 nucleocapsid viral antigen and the receptor for advanced glycation end products with development of severe disease in patients presenting to the emergency department with COVID-19.

Representational Gradient Boosting: Backpropagation in the Space of Functions.

The Conditional Super Learner.

Underinsurance And Multiple Surgical Treatments for Kidney Stones.