Concepedia

John Guttag

JG

6

Publications

675

Citations

6

H-Index

2012

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Massachusetts General Hospital

John Guttag is an author at Massachusetts Institute of Technology specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningData MiningComputer SciencePattern RecognitionPredictive AnalyticsArtificial IntelligenceGamesManagement

Publications per year

2012–2020

6

Publications

6

Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces

Adrian V. Dalca, Guha Balakrishnan, John Guttag et al. · Medical Image Analysis · 2019 · 426 citations · Full text

Geometric Modeling, Machine Vision, Image Analysis +13

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 · 125 citations · Full text

What is the State of Neural Network Pruning?

Davis Blalock, Jose Javier Gonzalez Ortiz, Jonathan Frankle et al. · arXiv (Cornell University) · 2020 · 78 citations · Full text

Artificial Intelligence, Neural Network Pruning, Engineering +14

A data-driven method for in-game decision making in MLB

Gartheeban Ganeshapillai, John Guttag · 2013 · 22 citations

Artificial Intelligence, Engineering, Machine Learning +19

Predicting the Next Pitch

Gartheeban Ganeshapillai, John Guttag · 2012 · 12 citations

Engineering, Machine Learning, Next Pitch +18

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