Concepedia

Mateusz Buda

MB

12

Publications

3.7K

Citations

12

H-Index

2018

Active since

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

12

Publications

12

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

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