Shreyas Bhave

According to our database, Shreyas Bhave authored at least 9 papers between 2020 and 2023.

Collaborative distances:

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

2023

Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling.

Mert Ketenci, Shreyas Bhave, Noemie Elhadad, Adler J. Perotte

Proceedings of the Machine Learning for Healthcare Conference, 2023

2022

Assessing Phenotype Definitions for Algorithmic Fairness.

Tony Y. Sun, Shreyas Bhave, Jaan Altosaar, Noemie Elhadad

Proceedings of the AMIA 2022, 2022

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

Point Processes for Competing Observations with Recurrent Networks (POPCORN): A Generative Model of EHR Data.

Shreyas Bhave, Adler J. Perotte

Proceedings of the Machine Learning for Healthcare Conference, 2021

Multi-Channel LSTM for Modeling Irregularly Sampled Time Series.

Shreyas Bhave, Adler J. Perotte

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

Zero-Shot Clinical Acronym Expansion via Latent Meaning Cells.

Griffin Adams, Mert Ketenci, Shreyas Bhave, Adler J. Perotte, Noémie Elhadad

Proceedings of the Machine Learning for Health Workshop, 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

Deep Survival Analysis: The Impact of Feature Missingness.

Shreyas Bhave, Xintian Han, Rajesh Ranganath, Adler J. Perotte

Proceedings of the AMIA 2020, 2020