Sonali Parbhoo
London, ENG, United Kingdom
Last Updated: 09/26/2026
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Found 18 publications
Reproducible clinical archetypes in acute respiratory failure: a multi-cohort trajectory analysis.
Journal: Intensive care medicine
Published: February 19, 2026
Time-varying associations between corticosteroid dose and hospital mortality in ARDS: a sliding-window analysis of MIMIC-IV.
Journal: BMC pulmonary medicine
Published: January 27, 2026
Off by a beat: the effects of temporal misalignment in reinforcement learning for sepsis treatment.
Journal: NPJ digital medicine
Published: January 19, 2026
Improving retrospective ARDS case-finding using a simple 72-h physiologic persistence rule.
Journal: Intensive care medicine experimental
Published: October 07, 2025
Where do doctors disagree? Characterizing Decision Points for Safe Reinforcement Learning in Choosing Vasopressor Treatment.
Journal: AMIA ... Annual Symposium proceedings. AMIA Symposium
Published: May 26, 2025
Surgical precision? Cutting through the hype of AI-augmented peri-operative risk prediction.
Journal: Anaesthesia
Published: May 08, 2025
Rethinking Discount Regularization: New Interpretations, Unintended Consequences, and Solutions for Regularization in Reinforcement Learning.
Journal: Journal of machine learning research : JMLR
Published: January 01, 2024
The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning.
Journal: Proceedings of machine learning research
Published: September 04, 2023
CD8+ T-cell differentiation and dysfunction inform treatment response in acute myeloid leukemia.
Journal: Blood
Published: June 30, 2023
Operationalising fairness in medical algorithms.
Journal: BMJ health & care informatics
Published: May 20, 2022
Learning Predictive and Interpretable Timeseries Summaries from ICU Data.
Journal: AMIA ... Annual Symposium proceedings. AMIA Symposium
Published: March 21, 2022
Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise As Much As Possible.
Journal: AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science
Published: August 30, 2021
Last Updated: 09/26/2026