Concepedia
Statistics
Publications
12
Citations
3.7K
H-Index
Active since
2018
Affiliations
Duke University(Current)
Duke University Hospital
Duke Medical Center
Mateusz Buda is an author at Duke University specializing in deep learning, engineering, and machine learning.
Top concepts
EngineeringDeep LearningMachine LearningRadiologyMedical Image AnalysisMedical Image ComputingHealthData ScienceImage AnalysisMedical Imaging
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 · 2.8K citations · Full text
Artificial Intelligence, Class Imbalance Problem, Convolutional Neural Network +11
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 · 318 citations · Full text
Neuro-oncology, Shape Features, Engineering +15
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 · 192 citations · Full text
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 · 139 citations
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 · 98 citations · Full text
1–5 of 12