Japan considered from the hypothesis of farmer/language spread

by de Boer, Elisabeth, Yang, Melinda A., Kawagoe, Aileen, Barnes, Gina L.
Published 2020

Clinical Outcomes of a Hybrid Model Approach to Applied Behavioral Analysis Treatment

by Garikipati, Anurag, Ciobanu, Madalina, Singh, Navan Preet, Barnes, Gina, Decurzio, Jenna, Mao, Qingqing, Das, Ritankar
Published 2023

Predicting pulmonary embolism among hospitalized patients with machine learning algorithms

by Ryan, Logan, Maharjan, Jenish, Mataraso, Samson, Barnes, Gina, Hoffman, Jana, Mao, Qingqing, Calvert, Jacob, Das, Ritankar
Published 2022

Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction

by Rahmani, Keyvan, Thapa, Rahul, Tsou, Peiling, Chetty, Satish Casie, Barnes, Gina, Lam, Carson, Tso, Chak Foon
Published 2022

Machine learning to predict progression of non‐alcoholic fatty liver to non‐alcoholic steatohepatitis or fibrosis

by Ghandian, Sina, Thapa, Rahul, Garikipati, Anurag, Barnes, Gina, Green‐Saxena, Abigail, Calvert, Jacob, Mao, Qingqing, Das, Ritankar
Published 2022

A Machine Learning Approach to Predict Deep Venous Thrombosis Among Hospitalized Patients

by Ryan, Logan, Mataraso, Samson, Siefkas, Anna, Pellegrini, Emily, Barnes, Gina, Green-Saxena, Abigail, Hoffman, Jana, Calvert, Jacob, Das, Ritankar
Published 2021

Predicting ventilator-associated pneumonia with machine learning

by Giang, Christine, Calvert, Jacob, Rahmani, Keyvan, Barnes, Gina, Siefkas, Anna, Green-Saxena, Abigail, Hoffman, Jana, Mao, Qingqing, Das, Ritankar
Published 2021

Personalized stratification of hospitalization risk amidst COVID-19: A machine learning approach

by Lam, Carson, Calvert, Jacob, Siefkas, Anna, Barnes, Gina, Pellegrini, Emily, Green-Saxena, Abigail, Hoffman, Jana, Mao, Qingqing, Das, Ritankar
Published 2021

Retrospective validation of a machine learning clinical decision support tool for myocardial infarction risk stratification

by Panchavati, Saarang, Lam, Carson, Zelin, Nicole S., Pellegrini, Emily, Barnes, Gina, Hoffman, Jana, Garikipati, Anurag, Calvert, Jacob, Mao, Qingqing, Das, Ritankar
Published 2021

Predicting Falls in Long-term Care Facilities: Machine Learning Study

by Thapa, Rahul, Garikipati, Anurag, Shokouhi, Sepideh, Hurtado, Myrna, Barnes, Gina, Hoffman, Jana, Calvert, Jacob, Katzmann, Lynne, Mao, Qingqing, Das, Ritankar
Published 2022

Machine learning determination of applied behavioral analysis treatment plan type

by Maharjan, Jenish, Garikipati, Anurag, Dinenno, Frank A., Ciobanu, Madalina, Barnes, Gina, Browning, Ella, DeCurzio, Jenna, Mao, Qingqing, Das, Ritankar
Published 2023

Enriching the Study Population for Ischemic Stroke Therapeutic Trials Using a Machine Learning Algorithm

by Maharjan, Jenish, Ektefaie, Yasha, Ryan, Logan, Mataraso, Samson, Barnes, Gina, Shokouhi, Sepideh, Green-Saxena, Abigail, Calvert, Jacob, Mao, Qingqing, Das, Ritankar
Published 2022

Machine Learning as a Precision-Medicine Approach to Prescribing COVID-19 Pharmacotherapy with Remdesivir or Corticosteroids

by Lam, Carson, Siefkas, Anna, Zelin, Nicole S., Barnes, Gina, Dellinger, R. Phillip, Vincent, Jean-Louis, Braden, Gregory, Burdick, Hoyt, Hoffman, Jana, Calvert, Jacob, Mao, Qingqing, Das, Ritankar
Published 2021

A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study

by 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 2020

Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial

by Burdick, Hoyt, Lam, Carson, Mataraso, Samson, Siefkas, Anna, Braden, Gregory, Dellinger, R. Phillip, McCoy, Andrea, Vincent, Jean-Louis, Green-Saxena, Abigail, Barnes, Gina, Hoffman, Jana, Calvert, Jacob, Pellegrini, Emily, Das, Ritankar
Published 2020

Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit from Hydroxychloroquine Treatment?—The IDENTIFY Trial

by Burdick, Hoyt, Lam, Carson, Mataraso, Samson, Siefkas, Anna, Braden, Gregory, Dellinger, R. Phillip, McCoy, Andrea, Vincent, Jean-Louis, Green-Saxena, Abigail, Barnes, Gina, Hoffman, Jana, Calvert, Jacob, Pellegrini, Emily, Das, Ritankar
Published 2020