Mateusz Buda

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 10

Top Topics

Learning Algorithm

Automatically Extracted

Computer Aided Diagnostic

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Comput. Biol. Medicine

Neural Networks

Publications

Jingxi Weng, Benjamin Wildman-Tobriner, Mateusz Buda, Jichen Yang, Lisa M. Ho, Brian C. Allen, Wendy L. Ehieli, Chad M. Miller, Jikai Zhang, Maciej A. Mazurowski
Deep Learning for Classification of Thyroid Nodules on Ultrasound: Validation on an Independent Dataset. CoRR (2022)
Gourav Modanwal, Adithya Vellal, Mateusz Buda, Maciej A. Mazurowski
MRI image harmonization using cycle-consistent generative adversarial network. Medical Imaging: Computer-Aided Diagnosis (2020)
Mateusz Buda, Ashirbani Saha, Ruth Walsh, Sujata V. Ghate, Nianyi Li, Albert Swiecicki, Joseph Y. Lo, Maciej A. Mazurowski
Detection of masses and architectural distortions in digital breast tomosynthesis: a publicly available dataset of 5, 060 patients and a deep learning model. CoRR (2020)
Albert Swiecicki, Mateusz Buda, Ashirbani Saha, Nianyi Li, Sujata V. Ghate, Ruth Walsh, Maciej A. Mazurowski
Generative adversarial network-based image completion to identify abnormal locations in digital breast tomosynthesis images. Medical Imaging: Computer-Aided Diagnosis (2020)
Albert Swiecicki, Nicholas Said, Jonathan O'Donnell, Mateusz Buda, Nianyi Li, William A. Jiranek, Maciej A. Mazurowski
Automatic estimation of knee joint space narrowing by deep learning segmentation algorithms. Medical Imaging: Computer-Aided Diagnosis (2020)
Mateusz Buda, Ashirbani Saha, Maciej A. Mazurowski
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm. CoRR (2019)
Mateusz Buda, Ashirbani Saha, Maciej A. Mazurowski
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm. Comput. Biol. Medicine 109 (2019)
Maciej A. Mazurowski, Mateusz Buda, Ashirbani Saha, Mustafa R. Bashir
Deep learning in radiology: an overview of the concepts and a survey of the state of the art. CoRR (2018)
Mateusz Buda, Atsuto Maki, Maciej A. Mazurowski
A systematic study of the class imbalance problem in convolutional neural networks. Neural Networks 106 (2018)
Mateusz Buda, Atsuto Maki, Maciej A. Mazurowski
A systematic study of the class imbalance problem in convolutional neural networks. CoRR (2017)