Maciej A. Mazurowski

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

Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance

Maciej A. Mazurowski, Piotr A. Habas, Jacek M. Zurada et al. · Neural Networks · 2007 · 727 citations · Full text

Medical Decision Making, Data Classification, Classification Method +13

Segment anything model for medical image analysis: An experimental study

Maciej A. Mazurowski, Haoyu Dong, Hanxue Gu et al. · Medical Image Analysis · 2023 · 623 citations · Full text

Geometric Modeling, Machine Vision, Image Analysis +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 · 318 citations · Full text

Neuro-oncology, Shape Features, Engineering +15

Radiogenomics: What It Is and Why It Is Important

Maciej A. Mazurowski · Journal of the American College of Radiology · 2015 · 288 citations

Molecular Biology, Radioanalytical Chemistry, Genomics +2