John Guttag

Affiliations
  • Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology.

Publications (7)

Learning the Effect of Registration Hyperparameters with HyperMorph.

The journal of machine learning for biomedical imaging
Avec: Andrew Hoopes , Malte Hoffmann , Douglas N Greve , Bruce Fischl , John Guttag , Adrian V Dalca

Augmenting existing deterioration indices with chest radiographs to predict clinical deterioration.

PloS one
Avec: Emily Mu , Sarah Jabbour , Adrian V Dalca , John Guttag , Jenna Wiens , Michael W Sjoding

ECG-guided non-invasive estimation of pulmonary congestion in patients with heart failure.

Scientific reports
Avec: Aniruddh Raghu , Daphne Schlesinger , Eugene Pomerantsev , Srikanth Devireddy , Pinak Shah , Joseph Garasic , John Guttag , Collin M Stultz

Machine intelligence for early targeted precision management and response to outbreaks of respiratory infections.

The American journal of managed care
Avec: Tiange Zhan , Dev Goyal , John Guttag , Rudra Mehta , Zahoor Elahi , Zeeshan Syed , Mohammed Saeed

Comparing Precision Machine Learning With Consumer, Quality, and Volume Metrics for Ranking Orthopedic Surgery Hospitals: Retrospective Study.

Journal of medical Internet research
Avec: Dev Goyal , John Guttag , Zeeshan Syed , Rudra Mehta , Zahoor Elahi , Mohammed Saeed

Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces.

Medical image analysis
Avec: Adrian V Dalca , Guha Balakrishnan , John Guttag , Mert R Sabuncu

VoxelMorph: A Learning Framework for Deformable Medical Image Registration.

IEEE transactions on medical imaging
Avec: Guha Balakrishnan , Amy Zhao , Mert R Sabuncu , John Guttag , Adrian V Dalca

Réseau de co-auteurs

Adrian V Dalca 4 collaborations
Dev Goyal 2 collaborations
Rudra Mehta 2 collaborations
Zahoor Elahi 2 collaborations
Zeeshan Syed 2 collaborations
Mohammed Saeed 2 collaborations
Guha Balakrishnan 2 collaborations
Mert R Sabuncu 2 collaborations
Andrew Hoopes 1 collaboration
Malte Hoffmann 1 collaboration
Douglas N Greve 1 collaboration
Bruce Fischl 1 collaboration
Emily Mu 1 collaboration
Sarah Jabbour 1 collaboration
Jenna Wiens 1 collaboration
Michael W Sjoding 1 collaboration
Aniruddh Raghu 1 collaboration
Daphne Schlesinger 1 collaboration
Eugene Pomerantsev 1 collaboration
Srikanth Devireddy 1 collaboration
Pinak Shah 1 collaboration
Joseph Garasic 1 collaboration
Collin M Stultz 1 collaboration
Tiange Zhan 1 collaboration
Amy Zhao 1 collaboration