Thomas Paul Matthews

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
From 2D to 3D Without Extra Baggage: Data-Efficient Cancer Detection in Digital Breast Tomosynthesis.
CoRR
Yen Nhi Truong Vu, Dan Guo, Sripad Joshi, Harshit Kumar, Jason Su, Thomas Paul Matthews
2023 — conf
M&M: Tackling False Positives in Mammography with a Multi-view and Multi-instance Learning Sparse Detector.
MICCAI (5)
Yen Nhi Truong Vu, Dan Guo, Ahmed Taha, Jason Su, Thomas Paul Matthews
2023 J jnl
M&M: Tackling False Positives in Mammography with a Multi-view and Multi-instance Learning Sparse Detector.
CoRR
Yen Nhi Truong Vu, Dan Guo, Ahmed Taha, Jason Su, Thomas Paul Matthews
2023 J jnl
Problems and shortcuts in deep learning for screening mammography.
CoRR
Trevor Tsue, Brent Mombourquette, Ahmed Taha, Thomas Paul Matthews, Yen Nhi Truong Vu, Jason Su
2022 J jnl
A deep learning algorithm for reducing false positives in screening mammography.
CoRR
Stefano Pedemonte, Trevor Tsue, Brent Mombourquette, Yen Nhi Truong Vu, Thomas Paul Matthews, Rodrigo Morales Hoil, Meet Shah, Nikita Ghare, Naomi Zingman-Daniels, Susan Holley, Catherine M. Appleton, Jason Su, Richard L. Wahl
2022 — conf
Deep is a Luxury We Don't Have.
MICCAI (3)
Ahmed Taha, Yen Nhi Truong Vu, Brent Mombourquette, Thomas Paul Matthews, Jason Su, Sadanand Singh
2022 J jnl
Deep is a Luxury We Don't Have.
CoRR
Ahmed Taha, Yen Nhi Truong Vu, Brent Mombourquette, Thomas Paul Matthews, Jason Su, Sadanand Singh
2022 — conf
WRDet: a breast cancer detector for full-field digital mammograms.
Computer-Aided Diagnosis
Yen Nhi Truong Vu, Brent Mombourquette, Thomas Paul Matthews, Jason Su, Sadanand Singh
2020 J jnl
A Hypersensitive Breast Cancer Detector.
CoRR
Stefano Pedemonte, Brent Mombourquette, Alexis Goh, Trevor Tsue, Aaron Long, Sadanand Singh, Thomas Paul Matthews, Meet Shah, Jason Su
2020 J jnl
A multi-site study of a breast density deep learning model for full-field digital mammography and digital breast tomosynthesis exams.
CoRR
Thomas Paul Matthews, Sadanand Singh, Brent Mombourquette, Jason Su, Meet P. Shah, Stefano Pedemonte, Aaron Long, David Maffit, Jenny Gurney, Rodrigo Morales Hoil, Nikita Ghare, Douglas Smith, Stephen M. Moore, Susan C. Marks, Richard L. Wahl
2020 — conf
Adaptation of a deep learning malignancy model from full-field digital mammography to digital breast tomosynthesis.
Computer-Aided Diagnosis
Sadanand Singh, Thomas Paul Matthews, Meet Shah, Brent Mombourquette, Trevor Tsue, Aaron Long, Ranya Almohsen, Stefano Pedemonte, Jason Su
2020 J jnl
Adaptation of a deep learning malignancy model from full-field digital mammography to digital breast tomosynthesis.
CoRR
Sadanand Singh, Thomas Paul Matthews, Meet Shah, Brent Mombourquette, Trevor Tsue, Aaron Long, Ranya Almohsen, Stefano Pedemonte, Jason Su