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Anaesthesia
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June 5, 2025
Surgical precision? Cutting through the hype of AI-augmented peri-operative risk prediction
Mayur Murali, Jason Mann, Sonali Parbhoo
Entropy (Basel, Switzerland)
|
December 8, 2020
Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates
Sonali Parbhoo, Mario Wieser, Aleksander Wieczorek, et al.
NPJ Digital Medicine
|
May 7, 2026
Off by a beat: the effects of temporal misalignment in reinforcement learning for sepsis treatment
Shengpu Tang, Jiayu Yao, Jenna Wiens, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium
|
March 21, 2022
Learning Predictive and Interpretable Timeseries Summaries from ICU Data
Nari Johnson, Sonali Parbhoo, Andrew S Ross, et al.
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science
|
August 18, 2017
Combining Kernel and Model Based Learning for HIV Therapy Selection
Sonali Parbhoo, Jasmina Bogojeska, Maurizio Zazzi, et al.
Proceedings of Machine Learning Research
|
September 4, 2023
The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning
Sarah Rathnam, Sonali Parbhoo, Weiwei Pan, et al.
BMJ Health & Care Informatics
|
June 10, 2022
Operationalising fairness in medical algorithms
Sonali Parbhoo, Judy Wawira Gichoya, Leo Anthony Celi, et al.
Journal of Machine Learning Research : JMLR
|
May 8, 2025
Rethinking Discount Regularization: New Interpretations, Unintended Consequences, and Solutions for Regularization in Reinforcement Learning
Sarah Rathnam, Sonali Parbhoo, Siddharth Swaroop, et al.
BMC Pulmonary Medicine
|
March 26, 2026
Time-varying associations between corticosteroid dose and hospital mortality in ARDS: a sliding-window analysis of MIMIC-IV
Dominic C Marshall, Matthieu Komorowski, Matthieu Jamme, et al.
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science
|
August 30, 2021
Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise As Much As Possible
Melanie F Pradier, Javier Zazo, Sonali Parbhoo, et al.
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Search research articles
Search
Showing results (1-10 of 17) with videos related to
Sort By:
Page
of 2
Anaesthesia
|
June 5, 2025
Surgical precision? Cutting through the hype of AI-augmented peri-operative risk prediction
Mayur Murali, Jason Mann, Sonali Parbhoo
Entropy (Basel, Switzerland)
|
December 8, 2020
Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates
Sonali Parbhoo, Mario Wieser, Aleksander Wieczorek, et al.
NPJ Digital Medicine
|
May 7, 2026
Off by a beat: the effects of temporal misalignment in reinforcement learning for sepsis treatment
Shengpu Tang, Jiayu Yao, Jenna Wiens, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium
|
March 21, 2022
Learning Predictive and Interpretable Timeseries Summaries from ICU Data
Nari Johnson, Sonali Parbhoo, Andrew S Ross, et al.
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science
|
August 18, 2017
Combining Kernel and Model Based Learning for HIV Therapy Selection
Sonali Parbhoo, Jasmina Bogojeska, Maurizio Zazzi, et al.
Proceedings of Machine Learning Research
|
September 4, 2023
The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning
Sarah Rathnam, Sonali Parbhoo, Weiwei Pan, et al.
BMJ Health & Care Informatics
|
June 10, 2022
Operationalising fairness in medical algorithms
Sonali Parbhoo, Judy Wawira Gichoya, Leo Anthony Celi, et al.
Journal of Machine Learning Research : JMLR
|
May 8, 2025
Rethinking Discount Regularization: New Interpretations, Unintended Consequences, and Solutions for Regularization in Reinforcement Learning
Sarah Rathnam, Sonali Parbhoo, Siddharth Swaroop, et al.
BMC Pulmonary Medicine
|
March 26, 2026
Time-varying associations between corticosteroid dose and hospital mortality in ARDS: a sliding-window analysis of MIMIC-IV
Dominic C Marshall, Matthieu Komorowski, Matthieu Jamme, et al.
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science
|
August 30, 2021
Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise As Much As Possible
Melanie F Pradier, Javier Zazo, Sonali Parbhoo, et al.
Page
of 2