Stathis Gennatas, MBBS, PhD

Assistant Professor

[email protected]

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

rtemis Machine Learning: https://rtemis.lambdamd.org

Homepage: https://egenn.lambdamd.org

Publications

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

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.

Serine, N-acetylaspartate differentiate adolescents with juvenile idiopathic arthritis compared with healthy controls: a metabolomics cross-sectional study.

Effectiveness of Adding a Mask Recommendation to Other Public Health Measures.

Importance of non-pharmaceutical interventions in lowering the viral inoculum to reduce susceptibility to infection by SARS-CoV-2 and potentially disease severity.

Structural and Functional Brain Parameters Related to Cognitive Performance Across Development: Replication and Extension of the Parieto-Frontal Integration Theory in a Single Sample.