John Guttag — Massachusetts Institute of Technology

Area of research

Infectious Diseases · Artificial Intelligence

Research interest

Research focused on Artificial intelligence and Clostridium difficile, with related work in Clostridioides, Logistic regression, Chest radiograph. Notable publications include 'Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces', 'A Generalizable, Data-Driven Approach to Predict Daily Risk of Clostridium difficile Infection at Two Large Academic Health Centers', and '350. Joint Modeling of EHR and CXR Data to Predict COVID-19 Deterioration'.

Recent publications

350. Joint Modeling of EHR and CXR Data to Predict COVID-19 Deterioration

Open Forum Infectious Diseases 2021cited by 1position: middledoi

Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces

Medical Image Analysis 2019cited by 440position: middledoi

2387. Learning the Influence of Individual Clostridioides difficile Infections

Open Forum Infectious Diseases 2019cited by 0position: middledoi

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

Infection Control and Hospital Epidemiology 2018cited by 126position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Maggie Makar · Massachusetts Institute of Technology2 papers (2018–2019)— · 2 papers (2019–2021)Erica S. Shenoy · Political Research Associates2 papers (2018–2019)Jenna Wiens · University of Michigan2 papers (2018–2021)— · 2 papers (2018–2019)Adrian V. Dalca · Harvard University2 papers (2019–2021)Erin Ryan · Florida State University1 papers (2018–2018)— · 1 papers (2018–2018)— · 1 papers (2018–2018)Laraine Washer · Rambam Health Care Campus1 papers (2018–2018)Jeeheh Oh · University of Michigan–Ann Arbor1 papers (2018–2018)Mert R. Sabuncu · Cornell University1 papers (2019–2019)Krishna Rao · University of Michigan–Ann Arbor1 papers (2018–2018)David C. Hooper · Massachusetts General Hospital1 papers (2018–2018)Michael W. Sjoding · University of Michigan–Ann Arbor1 papers (2021–2021)Vincent B. Young · University of Pennsylvania1 papers (2018–2018)— · 1 papers (2019–2019)Guha Balakrishnan · Massachusetts Institute of Technology1 papers (2019–2019)Sarah Jabbour · University of Michigan–Ann Arbor1 papers (2021–2021)

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