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Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification

IEEE transactions on neural systems and rehabilitation engineering, 2021, Vol.29, p.1977-1986

2021

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MIMIC-IV, a freely accessible electronic health record dataset

Scientific data, 2023-01, Vol.10 (1), p.1-1, Article 1

2023

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MIMIC-III, a freely accessible critical care database

Scientific data, 2016-05, Vol.3 (1), p.160035-160035, Article 160035

2016

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Methods of Blood Pressure Measurement in the ICU

Critical care medicine, 2013, Vol.41 (1), p.34-40

2013

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A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis

Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, 2021-12, Vol.379 (2212), p.20200252

2021

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A contrastive learning approach for ICU false arrhythmia alarm reduction

Scientific reports, 2022-03, Vol.12 (1), p.4689-10, Article 4689

2022

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Effects of aggressive and conservative strategies for mechanical ventilation liberation

Journal of critical care, 2023-08, Vol.76, p.154275-154275, Article 154275

2023

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Automated de-identification of free-text medical records

BMC medical informatics and decision making, 2008-07, Vol.8 (1), p.32-32, Article 32

2008

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The impact of aggressive and conservative propensity for initiation of neuromuscular blockade in mechanically ventilated patients with hypoxemic respiratory failure

Journal of critical care, 2024-08, Vol.82, p.154803, Article 154803

2024

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Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balance

British journal of anaesthesia : BJA, 2021-10, Vol.127 (4), p.569-576

2021

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Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis

Critical care (London, England), 2020-02, Vol.24 (1), p.62-9, Article 62

2020

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Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning

AMIA ... Annual Symposium proceedings, 2018, Vol.2018, p.887-896

2018

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A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction

IEEE journal of biomedical and health informatics, 2015-05, Vol.19 (3), p.1068-1076

2015

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A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series

IEEE journal of biomedical and health informatics, 2018-01, Vol.22 (1), p.56-66

2018

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Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients

AMIA ... Annual Symposium proceedings, 2020, Vol.2020, p.773-782

2020

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Forecasting Treatment Outcomes Over Time Using Alternating Deep Sequential Models

IEEE transactions on biomedical engineering, 2024-04, Vol.71 (4), p.1237-1246

2024

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From selection to complementarity: the shift along the abiotic stress gradient in a controlled biodiversity experiment

Oecologia, 2013-01, Vol.171 (1), p.227-235

2013

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Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

Scientific data, 2023-01, Vol.10 (1), p.31-31, Article 31

2023

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Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

Scientific data, 2023-04, Vol.10 (1), p.219-219, Article 219

2023

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You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018

2018 Computing in Cardiology Conference (CinC), 2018, Vol.45, p.1-4

2018

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AF classification from a short single lead ECG recording: The PhysioNet/computing in cardiology challenge 2017

2017 Computing in Cardiology (CinC), 2017, Vol.44, p.1-4

2017

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A Reinforcement Learning Model for Optimal Treatment Strategies in Intensive Care: Assessment of the Role of Cardiorespiratory Features

IEEE open journal of engineering in medicine and biology, 2024, p.1-10

2024

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Engage your work, and enjoy your evening: How daily work engagement promotes non-work mastery and control experiences

Current psychology (New Brunswick, N.J.), 2023-08, Vol.42 (23), p.19970-19980

2023

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Effects of the invader Solidago canadensis on soil properties

Applied soil ecology : a section of Agriculture, ecosystems & environment, 2009-10, Vol.43 (2), p.163-169

2009

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Retaining Privileged Information for Multi-Task Learning

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019, p.1369-1377

2019

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Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification

MIMIC-IV, a freely accessible electronic health record dataset

MIMIC-III, a freely accessible critical care database

Methods of Blood Pressure Measurement in the ICU

A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis

A contrastive learning approach for ICU false arrhythmia alarm reduction

Effects of aggressive and conservative strategies for mechanical ventilation liberation

Automated de-identification of free-text medical records

The impact of aggressive and conservative propensity for initiation of neuromuscular blockade in mechanically ventilated patients with hypoxemic respiratory failure

Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balance

Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis

Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning

A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction

A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series

Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients

Forecasting Treatment Outcomes Over Time Using Alternating Deep Sequential Models

From selection to complementarity: the shift along the abiotic stress gradient in a controlled biodiversity experiment

Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018

AF classification from a short single lead ECG recording: The PhysioNet/computing in cardiology challenge 2017

A Reinforcement Learning Model for Optimal Treatment Strategies in Intensive Care: Assessment of the Role of Cardiorespiratory Features

Engage your work, and enjoy your evening: How daily work engagement promotes non-work mastery and control experiences

Effects of the invader Solidago canadensis on soil properties

Retaining Privileged Information for Multi-Task Learning

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