Victor Alfonso Rodriguez

According to our database, Victor Alfonso Rodriguez authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

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 Elias, Holden Groves, Sumit Mohan, Karthik Natarajan, Adler J. Perotte

J. Am. Medical Informatics Assoc., 2021

LVHNet: Detecting Cardiac Structural Abnormalities with Chest X-Rays.

Shreyas Bhave, Pierre Elias, Victor Alfonso Rodriguez, Timothy Poterucha, Simi Mutasa, Jay Leb, Nir Uriel, Adler J. Perotte

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

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

Proceedings of the AMIA 2020, 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

Proceedings of the AMIA 2020, 2020

The CLinically Explainable Actionable Risk (CLEAR) Model.

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

Proceedings of the AMIA 2020, 2020

2019

Phenotype Inference with Semi-Supervised Mixed Membership Models.

Victor Alfonso Rodriguez, Adler J. Perotte

Proceedings of the Machine Learning for Healthcare Conference, 2019

Learning Disease Phenotypes with Semi-Supervision.

Victor Alfonso Rodriguez, Adler J. Perotte

Proceedings of the AMIA 2019, 2019