Jenna Wiens

A Framework for Effective Application of Machine Learning to Microbiome-Based Classification Problems

Begüm D. Topçuoğlu, Nicholas A. Lesniak, Mack T. Ruffin et al. · mBio · 2020 · 255 citations · Full text

Life Sciences, Microbiology, Machine Learning +16

Measuring the Impact of AI in the Diagnosis of Hospitalized Patients

Sarah Jabbour, David F. Fouhey, Stephanie A. Shepard et al. · JAMA · 2023 · 182 citations · Full text

Computing, Health Informatics, Artificial Intelligence +16

A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions

Jenna Wiens, John V. Guttag, Eric Horvitz · Journal of the American Medical Informatics Association · 2014 · 132 citations · Full text

Computing, Data Science, Health Informatics +17

A Generalizable, Data-Driven Approach to Predict Daily Risk of<i>Clostridium difficile</i>Infection at Two Large Academic Health Centers

Jeeheh Oh, Maggie Makar, Christopher Fusco et al. · Infection Control and Hospital Epidemiology · 2018 · 126 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Evaluating a Widely Implemented Proprietary Deterioration Index Model among Hospitalized Patients with COVID-19

Karandeep Singh, Thomas S. Valley, Shengpu Tang et al. · Annals of the American Thoracic Society · 2020 · 102 citations · Full text

Medicine, Internal Medicine, Clinical Decision Support +14