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1.
Locally Informed Simulation to Predict Hospital Capacity Needs During the COVID-19 Pandemic.
Ann Intern Med
; 173(1): 21-28, 2020 07 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-32259197
2.
Sparse multi-output Gaussian processes for online medical time series prediction.
BMC Med Inform Decis Mak
; 20(1): 152, 2020 07 08.
Artículo
en Inglés
| MEDLINE | ID: mdl-32641134
3.
Clinician Perception of a Machine Learning-Based Early Warning System Designed to Predict Severe Sepsis and Septic Shock.
Crit Care Med
; 47(11): 1477-1484, 2019 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-31135500
4.
A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice.
Crit Care Med
; 47(11): 1485-1492, 2019 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-31389839
5.
Electronic Health Record Mortality Prediction Model for Targeted Palliative Care Among Hospitalized Medical Patients: a Pilot Quasi-experimental Study.
J Gen Intern Med
; 34(9): 1841-1847, 2019 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-31313110
6.
Evaluating equity in performance of an electronic health record-based 6-month mortality risk model to trigger palliative care consultation: a retrospective model validation analysis.
BMJ Qual Saf
; 32(9): 503-516, 2023 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-37001995
7.
Guiding Efficient, Effective, and Patient-Oriented Electrolyte Replacement in Critical Care: An Artificial Intelligence Reinforcement Learning Approach.
J Pers Med
; 12(5)2022 Apr 20.
Artículo
en Inglés
| MEDLINE | ID: mdl-35629084
8.
Remote Monitoring of Critically-Ill Post-Surgical Patients: Lessons from a Biosensor Implementation Trial.
Healthcare (Basel)
; 9(3)2021 Mar 18.
Artículo
en Inglés
| MEDLINE | ID: mdl-33803575
9.
Application of machine learning approaches to administrative claims data to predict clinical outcomes in medical and surgical patient populations.
PLoS One
; 16(6): e0252585, 2021.
Artículo
en Inglés
| MEDLINE | ID: mdl-34081720
10.
Why Is the Electronic Health Record So Challenging for Research and Clinical Care?
Methods Inf Med
; 60(1-02): 32-48, 2021 May.
Artículo
en Inglés
| MEDLINE | ID: mdl-34282602
11.
Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer.
JAMA Oncol
; 6(11): 1723-1730, 2020 Nov 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-32970131
12.
Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer.
JAMA Netw Open
; 2(10): e1915997, 2019 10 02.
Artículo
en Inglés
| MEDLINE | ID: mdl-31651973
13.
In response to "Development, implementation and impact of an automated early warning and response system for sepsis".
J Hosp Med
; 10(5): 341, 2015 May.
Artículo
en Inglés
| MEDLINE | ID: mdl-25864729
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