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Matthew D. Li
ORCID
Publication Activity (10 Years)
Years Active: 2014-2023
Publications (10 Years): 5
Top Topics
Saliency Map
Medical Imaging
Visual Saliency Detection
Salient Object Detection
Top Venues
CoRR
PSB
Pacific Symposium on Biocomputing
npj Digit. Medicine
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Publications
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Katharina Viktoria Hoebel
,
Andréanne Lemay
,
John Peter Campbell
,
Susan Ostmo
,
Michael F. Chiang
,
Christopher P. Bridge
,
Matthew D. Li
,
Praveer Singh
,
Aaron S. Coyner
,
Jayashree Kalpathy-Cramer
A generalized framework to predict continuous scores from medical ordinal labels.
CoRR
(2023)
Mehak Aggarwal
,
Nishanth Thumbavanam Arun
,
Sharut Gupta
,
Ashwin Vaswani
,
Bryan Chen
,
Matthew D. Li
,
Ken Chang
,
Jay B. Patel
,
Katherine Höbel
,
Mishka Gidwani
,
Jayashree Kalpathy-Cramer
,
Praveer Singh
Towards Trainable Saliency Maps in Medical Imaging.
CoRR
(2020)
Nishanth Thumbavanam Arun
,
Nathan Gaw
,
Praveer Singh
,
Ken Chang
,
Mehak Aggarwal
,
Bryan Chen
,
Katharina Hoebel
,
Sharut Gupta
,
Jay B. Patel
,
Mishka Gidwani
,
Julius Adebayo
,
Matthew D. Li
,
Jayashree Kalpathy-Cramer
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging.
CoRR
(2020)
Matthew D. Li
,
Ken Chang
,
Ben Bearce
,
Connie Y. Chang
,
Ambrose J. Huang
,
J. Peter Campbell
,
James M. Brown
,
Praveer Singh
,
Katharina Viktoria Hoebel
,
Deniz Erdogmus
,
Stratis Ioannidis
,
William E. Palmer
,
Michael F. Chiang
,
Jayashree Kalpathy-Cramer
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging.
npj Digit. Medicine
3 (2020)
Winston A. Haynes
,
Francesco Vallania
,
Charles Liu
,
Erika Bongen
,
Aurelie Tomczak
,
Marta Andres-Terrè
,
Shane Lofgren
,
Andrew Tam
,
Cole A. Deisseroth
,
Matthew D. Li
,
Timothy E. Sweeney
,
Purvesh Khatri
Empowering Multi-Cohort Gene Expression Analysis to Increase Reproducibility.
PSB
(2017)
Alexander A. Morgan
,
Matthew D. Li
,
Achal S. Achrol
,
Purvesh Khatri
,
Samuel H. Cheshier
Multiplex Meta-Analysis of Medulloblastoma Expression Studies with External Controls.
Pacific Symposium on Biocomputing
(2014)