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Victor Alfonso Rodriguez
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2020 – today
- 2024
- [i2]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 abs/2402.04211 (2024) - 2021
- [j1]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): 1480-1488 (2021) - [c6]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 - 2020
- [c5]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:
The CLinically Explainable Actionable Risk (CLEAR) Model. AMIA 2020 - [c4]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 - [c3]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
2010 – 2019
- 2019
- [c2]Victor Alfonso Rodriguez, Adler J. Perotte:
Learning Disease Phenotypes with Semi-Supervision. AMIA 2019 - [c1]Victor Alfonso Rodriguez, Adler J. Perotte:
Phenotype Inference with Semi-Supervised Mixed Membership Models. MLHC 2019: 304-324 - 2018
- [i1]Victor Alfonso Rodriguez, Adler J. Perotte:
Phenotype inference with Semi-Supervised Mixed Membership Models. CoRR abs/1812.03222 (2018)
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last updated on 2024-07-15 00:14 CEST by the dblp team
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