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Rishikesan Kamaleswaran

NeuroSep-CP-LCB: A Deep Learning-based Contextual Multi-armed Bandit Algorithm with Uncertainty Quantification for Early Sepsis Prediction

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Mar 20, 2025
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Sepsyn-OLCP: An Online Learning-based Framework for Early Sepsis Prediction with Uncertainty Quantification using Conformal Prediction

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Mar 18, 2025
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Deep Representation Learning-Based Dynamic Trajectory Phenotyping for Acute Respiratory Failure in Medical Intensive Care Units

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May 04, 2024
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Social Media as a Sensor: Analyzing Twitter Data for Breast Cancer Medication Effects Using Natural Language Processing

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Feb 26, 2024
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Robust Meta-Model for Predicting the Need for Blood Transfusion in Non-traumatic ICU Patients

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Jan 01, 2024
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Detecting algorithmic bias in medical AI-models

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Dec 06, 2023
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Mixed-Integer Projections for Automated Data Correction of EMRs Improve Predictions of Sepsis among Hospitalized Patients

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Aug 21, 2023
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Meta-learning in healthcare: A survey

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Aug 05, 2023
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Transfer Causal Learning: Causal Effect Estimation with Knowledge Transfer

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May 23, 2023
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Causal Graph Discovery from Self and Mutually Exciting Time Series

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Jan 27, 2023
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