Machine learning early prediction of respiratory syncytial virus in pediatric hospitalized patients

por Tso, Chak Foon, Lam, Carson, Calvert, Jacob, Mao, Qingqing
Publicado 2022

Correlation of Population SARS-CoV-2 Cycle Threshold Values to Local Disease Dynamics: Exploratory Observational Study

por Tso, Chak Foon, Garikipati, Anurag, Green-Saxena, Abigail, Mao, Qingqing, Das, Ritankar
Publicado 2021

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

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

Multitask Learning With Recurrent Neural Networks for Acute Respiratory Distress Syndrome Prediction Using Only Electronic Health Record Data: Model Development and Validation Stud...

por Lam, Carson, Thapa, Rahul, Maharjan, Jenish, Rahmani, Keyvan, Tso, Chak Foon, Singh, Navan Preet, Casie Chetty, Satish, Mao, Qingqing
Publicado 2022

Semisupervised Deep Learning Techniques for Predicting Acute Respiratory Distress Syndrome From Time-Series Clinical Data: Model Development and Validation Study

por Lam, Carson, Tso, Chak Foon, Green-Saxena, Abigail, Pellegrini, Emily, Iqbal, Zohora, Evans, Daniel, Hoffman, Jana, Calvert, Jacob, Mao, Qingqing, Das, Ritankar
Publicado 2021