OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
John Guttag
Full Professor, Elec. Eng. and Comp. Sci., Massachusetts Institute of Technology
Joined
February 2019
Names
John Guttag
,
John V. Guttag
Emails
****@mit.edu
(Confirmed)
,
****@mit.edu
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
Full Professor
Elec. Eng. and Comp. Sci.,
Massachusetts Institute of Technology
(mit.edu)
1979
–
Present
Advisors, Relations & Conflicts
Coauthor
William Freeman
2017
–
2017
Coauthor
Michael Rubinstein
2012
–
2017
Coauthor
Fredo Durand
2012
–
2017
Expertise
Medical imaging
2015
–
Present
Machine learning and healthcare
1998
–
Present
Infectious disease modeling
2005
–
2023
Publications
AtlasMorph: Learning conditional deformable templates for brain MRI
Marianne Rakic
,
Andrew Hoopes
,
S. Mazdak Abulnaga
,
Mert R. Sabuncu
,
John V. Guttag
,
Adrian V. Dalca
Medical Image Analysis
Readers:
Everyone
Classifying Phonotrauma Severity from Vocal Fold Images with Soft Ordinal Regression
Katie Matton
,
Purvaja Balaji
,
Hamzeh Ghasemzadeh
,
Jameson C. Cooper
,
Daryush D. Mehta
,
Jarrad H. Van Stan
,
Robert E. Hillman
,
Rosalind W. Picard
,
John V. Guttag
,
S. Mazdak Abulnaga
CoRR 2025
Readers:
Everyone
VoxelPrompt: A Vision Agent for End-to-End Medical Image Analysis
Andrew Hoopes
,
Neel Dey
,
Victor Ion Butoi
,
John Guttag
,
Adrian V Dalca
Submitted to ICLR 2026
Readers:
Everyone
Unified Brain Surface and Volume Registration
Mazdak Abulnaga
,
Andrew Hoopes
,
Malte Hoffmann
,
Robin Magnet
,
Maks Ovsjanikov
,
Lilla Zollei
,
John Guttag
,
Bruce Fischl
,
Adrian V Dalca
ICLR 2026 Poster
Readers:
Everyone
Evaluating multiple models using labeled and unlabeled data
Divya M Shanmugam
,
Shuvom Sadhuka
,
Manish Raghavan
,
John Guttag
,
Bonnie Berger
,
Emma Pierson
NeurIPS 2025 poster
Readers:
Everyone
Pancakes: Consistent Multi-Protocol Image Segmentation Across Biomedical Domains
Marianne Rakic
,
Siyu Gai
,
Etienne Chollet
,
John Guttag
,
Adrian V Dalca
NeurIPS 2025 poster
Readers:
Everyone
Test-time augmentation improves efficiency in conformal prediction
Divya Shanmugam
,
Helen Lu
,
Swami Sankaranarayanan
,
John V. Guttag
CoRR 2025
Readers:
Everyone
Tyche: Stochastic In-Context Learning Model for Medical Image Segmentation
Marianne Rakic
,
Hallee E. Wong
,
Jose Javier Gonzalez Ortiz
,
Beth A Cimini
,
John Guttag
,
Adrian V Dalca
CVPR 2024
Readers:
Everyone
Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations
Katie Matton
,
Robert Osazuwa Ness
,
John V. Guttag
,
Emre Kiciman
CoRR 2025
Readers:
Everyone
View all 247 publications
Co-Authors
A. Modet
Abe Davis
Adrian V Dalca
Agnieszka Kurant
Alaa Kharbouch
Alexander D'Amour
Alexander Merritt
Ali H. Shoeb
Amy Zhao
Anant Agarwal
Anantha P. Chandrakasan
Andrew Birrell
Andrew Hoopes
Andrew Lo
Angie Boggust
Angie W. Boggust
Anima Singh
Aniruddh Raghu
Anna Pogosyants
Annie G Bryan
Annie G. Bryan
Arvind Satyanarayan
Asfandyar Qureshi
Ava P. Soleimany
Barbara Liskov
View all 211 co-authors