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Development and Validation of a Machine Learning Model to Predict Near-Term Risk of Iatrogenic Hypoglycemia in Hospitalized Patients
JAMA Network Open
◽
10.1001/jamanetworkopen.2020.30913
◽
2021
◽
Vol 4
(1)
◽
pp. e2030913
Author(s):
Nestoras N. Mathioudakis
◽
Mohammed S. Abusamaan
◽
Ahmed F. Shakarchi
◽
Sam Sokolinsky
◽
Shamil Fayzullin
◽
...
Keyword(s):
Machine Learning
◽
Learning Model
◽
Hospitalized Patients
◽
Machine Learning Model
◽
Near Term
◽
Development And Validation
Download Full-text
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Development and Validation of an Electronic Health Record–Based Machine Learning Model to Estimate Delirium Risk in Newly Hospitalized Patients Without Known Cognitive Impairment
JAMA Network Open
◽
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Vol 1
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◽
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◽
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Electronic Health Record
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Hospitalized Patients
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Health Record
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Machine Learning Model
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Prediction of progression from pre‐diabetes to diabetes: Development and validation of a machine learning model
Diabetes/Metabolism Research and Reviews
◽
10.1002/dmrr.3252
◽
2020
◽
Vol 36
(2)
◽
Author(s):
Avivit Cahn
◽
Avi Shoshan
◽
Tal Sagiv
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Rachel Yesharim
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Machine Learning
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Development of a Machine Learning Model Using Electronic Health Record Data to Identify Antibiotic Use Among Hospitalized Patients
JAMA Network Open
◽
10.1001/jamanetworkopen.2021.3460
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(3)
◽
pp. e213460
Author(s):
Rebekah W. Moehring
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Eric Lofgren
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Alicia Nelson
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Electronic Health Record
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Development and Validation of a Machine Learning Model to Estimate Bacterial Sepsis Among Immunocompromised Recipients of Stem Cell Transplant
JAMA Network Open
◽
10.1001/jamanetworkopen.2021.4514
◽
2021
◽
Vol 4
(4)
◽
pp. e214514
Author(s):
Margaret L. Lind
◽
Stephen J. Mooney
◽
Marco Carone
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Benjamin M. Althouse
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Catherine Liu
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Machine Learning
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Stem Cell
◽
Stem Cell Transplant
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Bacterial Sepsis
◽
Machine Learning Model
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Development and Validation of a Machine Learning Model for Prediction of Response to Corticosteroid Therapy In COVID-19 Patients
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◽
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◽
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◽
Author(s):
Yue Gao
◽
Xiaoming Xiong
◽
Xiaofei Jiao
◽
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Sa1082 – Development and Validation of a Machine-Learning Model to Predict Adequate Bowel Preparation in a Sample of US Veterans
Gastroenterology
◽
10.1016/s0016-5085(19)37465-7
◽
2019
◽
Vol 156
(6)
◽
pp. S-263-S-264
Author(s):
Jacob E. Kurlander
◽
Sameer D. Saini
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Stacy B. Menees
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Machine Learning
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Bowel Preparation
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Development and Validation of a Machine Learning Model Using Administrative Health Data to Predict Onset of Type 2 Diabetes
JAMA Network Open
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10.1001/jamanetworkopen.2021.11315
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A HIGHLY PREDICTIVE MACHINE LEARNING MODEL TO IDENTIFY HOSPITALIZED PATIENTS AT RISK FOR 30-DAY READMISSION OR MORTALITY
Journal of the American College of Cardiology
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10.1016/s0735-1097(18)32275-7
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2018
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Vol 71
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pp. A1734
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Machine-Learning Model for Mortality Prediction in Patients with Community-Acquired Pneumonia: Development and Validation Study
SSRN Electronic Journal
◽
10.2139/ssrn.3880457
◽
2021
◽
Author(s):
Catia Cilloniz
◽
Logan Ward
◽
Mads Lause Mogensen
◽
Juan M. Pericàs
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Raul Mendez
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Validation Study
◽
Learning Model
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Community Acquired Pneumonia
◽
Mortality Prediction
◽
Machine Learning Model
◽
Development And Validation
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