Sarah M. Hooper

14 papers A* 4Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Study on Context Length and Efficient Transformers for Biomedical Image Analysis.
CoRR
Sarah M. Hooper, Hui Xue
2025 J jnl
SNRAware: Improved Deep Learning MRI Denoising with SNR Unit Training and G-factor Map Augmentation.
CoRR
Hui Xue, Sarah M. Hooper, Iain Pierce, Rhodri H. Davies, John Stairs, Joseph Naegele, Adrienne E. Campbell-Washburn, Charlotte Manisty, James C. Moon, Thomas A. Treibel, Peter Kellman, Michael S. Hansen
2024 — conf
A Study on Context Length and Efficient Transformers for Biomedical Image Analysis.
ML4H@NeurIPS
Sarah M. Hooper, Hui Xue
2023 A* conf
A case for reframing automated medical image classification as segmentation.
NeurIPS
Sarah M. Hooper, Mayee F. Chen, Khaled Saab, Kush Bhatia, Curtis P. Langlotz, Christopher Ré
2023 A* conf
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data.
ICCV
Maya Varma, Jean-Benoit Delbrouck, Sarah M. Hooper, Akshay Chaudhari, Curtis P. Langlotz
2023 J jnl
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data.
CoRR
Maya Varma, Jean-Benoit Delbrouck, Sarah M. Hooper, Akshay Chaudhari, Curtis P. Langlotz
2022 — conf
Multi-tracer PET Imaging Using Deep Learning: Applications in Patients with High-Grade Gliomas.
PRIME@MICCAI
Mirwais Wardak, Sarah M. Hooper, Christiaan Schiepers, Wei Chen, Carina Mari Aparici, Guido A. Davidzon, Ophir Vermesh, Timothy F. Cloughesy, Sung-Cheng Huang, Sanjiv Sam Gambhir
2022 — conf
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity.
MLHC
Khaled Saab, Sarah M. Hooper, Mayee F. Chen, Michael Zhang, Daniel L. Rubin, Christopher Ré
2021 A* conf
Cut out the annotator, keep the cutout: better segmentation with weak supervision.
ICLR
Sarah M. Hooper, Michael Wornow, Ying Hang Seah, Peter Kellman, Hui Xue, Frederic Sala, Curtis P. Langlotz, Christopher Ré
2021 — conf
Observational Supervision for Medical Image Classification Using Gaze Data.
MICCAI (2)
Khaled Saab, Sarah M. Hooper, Nimit Sharad Sohoni, Jupinder Parmar, Brian Pogatchnik, Sen Wu, Jared A. Dunnmon, Hongyang R. Zhang, Daniel L. Rubin, Christopher Ré
2021 J jnl
Superiorized Photo-Acoustic Non-NEgative Reconstruction (SPANNER) for Clinical Photoacoustic Imaging.
IEEE Trans. Medical Imaging
Idan Steinberg, Jeesu Kim, Martin K. Schneider, Dongwoon Hyun, Aimen Zlitni, Sarah M. Hooper, Tal Klap, Geoffrey A. Sonn, Jeremy J. Dahl, Chulhong Kim, Sanjiv Sam Gambhir
2020 J jnl
Assessing Robustness to Noise: Low-Cost Head CT Triage.
CoRR
Sarah M. Hooper, Jared A. Dunnmon, Matthew P. Lungren, Sanjiv Sam Gambhir, Christopher Ré, Adam S. Wang, Bhavik N. Patel
2020 A* conf
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods.
ICML
Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah M. Hooper, Kayvon Fatahalian, Christopher Ré
2020 J jnl
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods.
CoRR
Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah M. Hooper, Kayvon Fatahalian, Christopher Ré