Victor Alfonso Rodriguez

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Semi Supervised Classification

Inference Process

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Mert Ketenci, Iñigo Urteaga, Victor Alfonso Rodriguez, Noémie Elhadad, Adler J. Perotte
Variational Shapley Network: A Probabilistic Approach to Self-Explaining Shapley values with Uncertainty Quantification. CoRR (2024)
Shreyas Bhave, Pierre Elias, Victor Alfonso Rodriguez, Timothy Poterucha, Simi Mutasa, Jay Leb, Nir Uriel, Adler J. Perotte
LVHNet: Detecting Cardiac Structural Abnormalities with Chest X-Rays. AMIA (2021)
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 Elias, Holden Groves, Sumit Mohan, Karthik Natarajan, Adler J. Perotte
Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients. J. Am. Medical Informatics Assoc. 28 (7) (2021)
Chao Pang, Ruijun Chen, Harry Reyes Nieva, Krishna Kalluri, Tony Sun, Xinzhuo Jiang, Victor Alfonso Rodriguez, Patrick B. Ryan, Karthik Natarajan
Characterization and Comparison of Embedding Algorithms for Phenotyping across a Network of Observational Databases. AMIA (2020)
Ruijun Chen, Amelia J. Averitt, Oliver Bear Don't Walk, Shreyas Bhave, Lisa Grossman Liu, Elliot G. Mitchell, Victor Alfonso Rodriguez, Phyllis Thangaraj, Tony Y. Sun
The CLinically Explainable Actionable Risk (CLEAR) Model. AMIA (2020)
Victor Alfonso Rodriguez, Tony Sun, Phyllis Thangaraj, Chao Pang, Krishna Kalluri, Xinzhuo Jiang, Karthik Natarajan, Patrick B. Ryan, Anna Ostropolets, Ruijun Chen
Phenotype Concept Set Construction from Concept Pair Likelihoods. AMIA (2020)
Victor Alfonso Rodriguez, Adler J. Perotte
Phenotype Inference with Semi-Supervised Mixed Membership Models. MLHC (2019)
Victor Alfonso Rodriguez, Adler J. Perotte
Learning Disease Phenotypes with Semi-Supervision. AMIA (2019)
Victor Alfonso Rodriguez, Adler J. Perotte
Phenotype inference with Semi-Supervised Mixed Membership Models. CoRR (2018)