Prediction of diabetic kidney disease with machine learning algorithms, upon the initial diagnosis of type 2 diabetes mellitus
Allen, Angier, Iqbal, Zohora, Green-Saxena, Abigail, Hurtado, Myrna, Hoffman, Jana, Mao, Qingqing, Das, Ritankar
Published in BMJ open diabetes research & care (01.01.2022)
Published in BMJ open diabetes research & care (01.01.2022)
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Journal Article
A Digital Twins Machine Learning Model for Forecasting Disease Progression in Stroke Patients
Allen, Angier, Siefkas, Anna, Pellegrini, Emily, Burdick, Hoyt, Barnes, Gina, Calvert, Jacob, Mao, Qingqing, Das, Ritankar
Published in Applied sciences (01.06.2021)
Published in Applied sciences (01.06.2021)
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Journal Article
Pediatric Severe Sepsis Prediction Using Machine Learning
Le, Sidney, Hoffman, Jana, Barton, Christopher, Fitzgerald, Julie C, Allen, Angier, Pellegrini, Emily, Calvert, Jacob, Das, Ritankar
Published in Frontiers in pediatrics (11.10.2019)
Published in Frontiers in pediatrics (11.10.2019)
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Journal Article
Multicenter validation of a machine-learning algorithm for 48-h all-cause mortality prediction
Mohamadlou, Hamid, Panchavati, Saarang, Calvert, Jacob, Lynn-Palevsky, Anna, Le, Sidney, Allen, Angier, Pellegrini, Emily, Green-Saxena, Abigail, Barton, Christopher, Fletcher, Grant, Shieh, Lisa, Stark, Philip B, Chettipally, Uli, Shimabukuro, David, Feldman, Mitchell, Das, Ritankar
Published in Health informatics journal (01.09.2020)
Published in Health informatics journal (01.09.2020)
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Journal Article
A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study
Allen, Angier, Mataraso, Samson, Siefkas, Anna, Burdick, Hoyt, Braden, Gregory, Dellinger, R Phillip, McCoy, Andrea, Pellegrini, Emily, Hoffman, Jana, Green-Saxena, Abigail, Barnes, Gina, Calvert, Jacob, Das, Ritankar
Published in JMIR public health and surveillance (22.10.2020)
Published in JMIR public health and surveillance (22.10.2020)
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Journal Article
Identifying Predictors of Uncontrolled Asthma Symptoms Despite High Controller Adherence
Vuong, Vy, Kaye, Leanne, Barrett, Meredith, Allen, Angier
Published in Journal of allergy and clinical immunology (01.02.2023)
Published in Journal of allergy and clinical immunology (01.02.2023)
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Journal Article
Mortality prediction model for the triage of COVID-19, pneumonia, and mechanically ventilated ICU patients: A retrospective study
Ryan, Logan, Lam, Carson, Mataraso, Samson, Allen, Angier, Green-Saxena, Abigail, Pellegrini, Emily, Hoffman, Jana, Barton, Christopher, McCoy, Andrea, Das, Ritankar
Published in Annals of medicine and surgery (01.11.2020)
Published in Annals of medicine and surgery (01.11.2020)
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Journal Article
Sa102 A MACHINE LEARNING ALGORITHM TO PREDICT GASTROINTESTINAL BLEEDING REQUIRING INTERVENTION
Allen, Angier, Ektefaie, Yasha, Garikipati, Anurag, Lam, Carson, Green-Saxena, Abigail, Siefkas, Anna, Barnes, Gina, Handley, Megan, Mataraso, Samson, Hoffman, Jana, Mao, Qingqing, Das, Ritankar
Published in Gastroenterology (New York, N.Y. 1943) (01.05.2021)
Published in Gastroenterology (New York, N.Y. 1943) (01.05.2021)
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Journal Article
Convolutional Neural Network Model for Intensive Care Unit Acute Kidney Injury Prediction
Le, Sidney, Allen, Angier, Calvert, Jacob, Palevsky, Paul M., Braden, Gregory, Patel, Sharad, Pellegrini, Emily, Green-Saxena, Abigail, Hoffman, Jana, Das, Ritankar
Published in Kidney international reports (01.05.2021)
Published in Kidney international reports (01.05.2021)
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Journal Article
Development and Validation of a Convolutional Neural Network Model for Intensive Care Unit AKI Prediction: FR-OR03
Calvert, Jacob, Allen, Angier O., Le, Sidney H., Palevsky, Paul M., Braden, Gregory L., Patel, Sharad, Pellegrini, Emily, Green-Saxena, Abigail, Hoffman, Jana, Das, Ritankar
Published in Journal of the American Society of Nephrology (01.10.2020)
Published in Journal of the American Society of Nephrology (01.10.2020)
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Journal Article