Concepedia
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Publications
12
Citations
3.9K
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Active since
2018
Affiliations
Duke University(Current)
Duke University Hospital
Duke Medical Center
Mateusz Buda is an author at Duke University specializing in diagnostic imaging, medical imaging, and radiology.
Publications per year
2018–2023
A systematic study of the class imbalance problem in convolutional neural networks
Mateusz Buda, Atsuto Maki, Maciej A. Mazurowski · Neural Networks · 2018 · 2.9K citations · Full text
Computing, Computer Science, Artificial Intelligence +15
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm
Mateusz Buda, Ashirbani Saha, Maciej A. Mazurowski · Computers in Biology and Medicine · 2019 · 328 citations · Full text
Computing, Bioinformatics, Oncology +14
Management of Thyroid Nodules Seen on US Images: Deep Learning May Match Performance of Radiologists
Mateusz Buda, Benjamin Wildman‐Tobriner, Jenny K. Hoang et al. · Radiology · 2019 · 200 citations · Full text
Medicine, Radiology, Diagnostic Imaging +16
Using Artificial Intelligence to Revise ACR TI-RADS Risk Stratification of Thyroid Nodules: Diagnostic Accuracy and Utility
Benjamin Wildman‐Tobriner, Mateusz Buda, Jenny K. Hoang et al. · Radiology · 2019 · 143 citations
Medicine, Radiology, Biomedical Imaging +16
A Data Set and Deep Learning Algorithm for the Detection of Masses and Architectural Distortions in Digital Breast Tomosynthesis Images
Mateusz Buda, Ashirbani Saha, Ruth Walsh et al. · JAMA Network Open · 2021 · 101 citations · Full text
Medicine, Computer Science, Radiology +17
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