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1.
A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis.
Philos Trans A Math Phys Eng Sci
; 379(2212): 20200252, 2021 Dec 13.
Article
in English
| MEDLINE | ID: mdl-34689614
2.
Delaying initiation of diuretics in critically ill patients with recent vasopressor use and high positive fluid balance.
Br J Anaesth
; 127(4): 569-576, 2021 Oct.
Article
in English
| MEDLINE | ID: mdl-34256925
3.
Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis.
Crit Care
; 24(1): 62, 2020 Feb 22.
Article
in English
| MEDLINE | ID: mdl-32087760
4.
The impact of aggressive and conservative propensity for initiation of neuromuscular blockade in mechanically ventilated patients with hypoxemic respiratory failure.
J Crit Care
; 82: 154803, 2024 Aug.
Article
in English
| MEDLINE | ID: mdl-38552450
5.
Counterfactual Sepsis Outcome Prediction Under Dynamic and Time-Varying Treatment Regimes.
AMIA Jt Summits Transl Sci Proc
; 2024: 285-294, 2024.
Article
in English
| MEDLINE | ID: mdl-38827103
6.
Methods of blood pressure measurement in the ICU.
Crit Care Med
; 41(1): 34-40, 2013 Jan.
Article
in English
| MEDLINE | ID: mdl-23269127
7.
Effects of aggressive and conservative strategies for mechanical ventilation liberation.
J Crit Care
; 76: 154275, 2023 08.
Article
in English
| MEDLINE | ID: mdl-36796189
8.
MIMIC-IV, a freely accessible electronic health record dataset.
Sci Data
; 10(1): 1, 2023 01 03.
Article
in English
| MEDLINE | ID: mdl-36596836
9.
Knowledge Distillation via Constrained Variational Inference.
Proc AAAI Conf Artif Intell
; 36(7): 8132-8140, 2022.
Article
in English
| MEDLINE | ID: mdl-36092768
10.
Titration of Ventilator Settings to Target Driving Pressure and Mechanical Power.
Respir Care
; 2022 Jul 22.
Article
in English
| MEDLINE | ID: mdl-35868844
11.
A contrastive learning approach for ICU false arrhythmia alarm reduction.
Sci Rep
; 12(1): 4689, 2022 03 18.
Article
in English
| MEDLINE | ID: mdl-35304473
12.
Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification.
IEEE Trans Neural Syst Rehabil Eng
; 29: 1977-1986, 2021.
Article
in English
| MEDLINE | ID: mdl-34487495
13.
Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients.
AMIA Annu Symp Proc
; 2020: 773-782, 2020.
Article
in English
| MEDLINE | ID: mdl-33936452
14.
Retaining Privileged Information for Multi-Task Learning.
KDD
; 2019: 1369-1377, 2019 Jul.
Article
in English
| MEDLINE | ID: mdl-34796042
15.
Automated de-identification of free-text medical records.
BMC Med Inform Decis Mak
; 8: 32, 2008 Jul 24.
Article
in English
| MEDLINE | ID: mdl-18652655
16.
A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series.
IEEE J Biomed Health Inform
; 22(1): 56-66, 2018 01.
Article
in English
| MEDLINE | ID: mdl-27959829
17.
Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics.
Proc Mach Learn Res
; 85: 571-586, 2018 Aug.
Article
in English
| MEDLINE | ID: mdl-31723938
18.
You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018.
Comput Cardiol (2010)
; 452018 Sep.
Article
in English
| MEDLINE | ID: mdl-34796237
19.
Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning.
AMIA Annu Symp Proc
; 2018: 887-896, 2018.
Article
in English
| MEDLINE | ID: mdl-30815131
20.
Author Correction: MIMIC-IV, a freely accessible electronic health record dataset.
Sci Data
; 10(1): 31, 2023 Jan 16.
Article
in English
| MEDLINE | ID: mdl-36646711