Development and Validation of a Machine Learning Model for Prediction of Response to Corticosteroid Therapy In COVID-19 Patients

2021 ◽  
Author(s):  
Yue Gao ◽  
Xiaoming Xiong ◽  
Xiaofei Jiao ◽  
Yang Yu ◽  
Jianhua Chi ◽  
...  
Keyword(s):  
Machine Learning ◽  
Corticosteroid Therapy ◽  
Learning Model ◽  
Prediction Of Response ◽  
Machine Learning Model ◽  
Development And Validation

scholarly journals PRCTC: a machine learning model for prediction of response to corticosteroid therapy in COVID-19 patients

Aging ◽  
2022 ◽  
Author(s):  
Yue Gao ◽  
Xiaoming Xiong ◽  
Xiaofei Jiao ◽  
Yang Yu ◽  
Jianhua Chi ◽  
...  
Keyword(s):  
Machine Learning ◽  
Corticosteroid Therapy ◽  
Learning Model ◽  
Prediction Of Response ◽  
Machine Learning Model

scholarly journals Development and Validation of a Machine Learning Model to Estimate Bacterial Sepsis Among Immunocompromised Recipients of Stem Cell Transplant

2021 ◽  
Vol 4 (4) ◽  
pp. e214514
Author(s):  
Margaret L. Lind ◽  
Stephen J. Mooney ◽  
Marco Carone ◽  
Benjamin M. Althouse ◽  
Catherine Liu ◽  
...  
Keyword(s):  
Machine Learning ◽  
Stem Cell ◽  
Stem Cell Transplant ◽  
Learning Model ◽  
Cell Transplant ◽  
Bacterial Sepsis ◽  
Machine Learning Model ◽  
Development And Validation

scholarly journals Sa1082 – Development and Validation of a Machine-Learning Model to Predict Adequate Bowel Preparation in a Sample of US Veterans

2019 ◽  
Vol 156 (6) ◽  
pp. S-263-S-264
Author(s):  
Jacob E. Kurlander ◽  
Sameer D. Saini ◽  
Rachel Lipson ◽  
Stacy B. Menees ◽  
Shahnaz Sultan ◽  
...  
Keyword(s):  
Machine Learning ◽  
Bowel Preparation ◽  
Learning Model ◽  
Machine Learning Model ◽  
Us Veterans ◽  
Development And Validation

scholarly journals Development and Validation of a Machine Learning Model Using Administrative Health Data to Predict Onset of Type 2 Diabetes

2021 ◽  
Vol 4 (5) ◽  
pp. e2111315
Author(s):  
Mathieu Ravaut ◽  
Vinyas Harish ◽  
Hamed Sadeghi ◽  
Kin Kwan Leung ◽  
Maksims Volkovs ◽  
...  
Keyword(s):  
Machine Learning ◽  
Type 2 Diabetes ◽  
Learning Model ◽  
Health Data ◽  
Administrative Health Data ◽  
Machine Learning Model ◽  
Development And Validation

scholarly journals Development and Validation of a Machine Learning Model to Predict Near-Term Risk of Iatrogenic Hypoglycemia in Hospitalized Patients

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

scholarly journals Development and Validation of a Machine Learning Model to Aid Discharge Processes for Inpatient Surgical Care

2019 ◽  
Vol 2 (12) ◽  
pp. e1917221 ◽  
Author(s):  
Kyan C. Safavi ◽  
Taghi Khaniyev ◽  
Martin Copenhaver ◽  
Mark Seelen ◽  
Ana Cecilia Zenteno Langle ◽  
...  
Keyword(s):  
Machine Learning ◽  
Surgical Care ◽  
Learning Model ◽  
Machine Learning Model ◽  
Development And Validation
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