Learning Disease Phenotypes with Semi-Supervision. - Victor Alfonso Rodriguez; Adler J. Perotte (AMIA, 2019)

Phenotype Inference with Semi-Supervised Mixed Membership Models. - Victor Alfonso Rodriguez; Adler J. Perotte (MLHC, 2019)

The CLinically Explainable Actionable Risk (CLEAR) Model. - Ruijun Chen; Amelia J. Averitt; Oliver J. Bear Don't Walk IV; Shreyas Bhave; Lisa Grossman Liu; Elliot G. Mitchell; Victor Alfonso Rodriguez; Phyllis Thangaraj; Tony Y. Sun (AMIA, 2020)

Characterization and Comparison of Embedding Algorithms for Phenotyping across a Network of Observational Databases. - Chao Pang; Ruijun Chen; Harry Reyes Nieva; Krishna Kalluri; Tony Sun; Xinzhuo Jiang; Victor Alfonso Rodriguez; Patrick B. Ryan; Karthik Natarajan (AMIA, 2020)

Phenotype Concept Set Construction from Concept Pair Likelihoods. - Victor Alfonso Rodriguez; Tony Sun; Phyllis Thangaraj; Chao Pang; Krishna Kalluri; Xinzhuo Jiang; Karthik Natarajan; Patrick B. Ryan; Anna Ostropolets; Ruijun Chen (AMIA, 2020)

LVHNet: Detecting Cardiac Structural Abnormalities with Chest X-Rays. - Shreyas Bhave; Pierre A. Elias; Victor Alfonso Rodriguez; Timothy Poterucha; Simi Mutasa; Jay Leb; Nir Uriel; Adler J. Perotte (AMIA, 2021)

Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients. - Victor Alfonso Rodriguez; Shreyas Bhave; Ruijun Chen; Chao Pang; George Hripcsak; Soumitra Sengupta; Noemie Elhadad; Robert A. Green; Jason S. Adelman; Katherine Schlosser Metitiri; Pierre A. Elias; Holden Groves; et al. (J. Am. Medical Informatics Assoc., 2021)

Variational Shapley Network: A Probabilistic Approach to Self-Explaining Shapley values with Uncertainty Quantification. - Mert Ketenci; Iñigo Urteaga; Victor Alfonso Rodriguez; Noémie Elhadad; Adler J. Perotte (CoRR, 2024)