Maciej A. Mazurowski
Maciej A. Mazurowski
Associate Professor of Radiology, Electrical and Computer Eng., and Biostatistics and Bioinformatics
Verified email at duke.edu - Homepage
Title
Cited by
Cited by
Year
Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance
MA Mazurowski, PA Habas, JM Zurada, JY Lo, JA Baker, GD Tourassi
Neural Networks 21 (2-3), 427-436, 2008
6822008
A systematic study of the class imbalance problem in convolutional neural networks
M Buda, A Maki, MA Mazurowski
Neural Networks 106, 249-259, 2018
5832018
Radiogenomics: What It Is and Why It Is Important
MA Mazurowski
Journal of the American College of Radiology 12 (8), 862-866, 2015
1612015
Radiogenomic Analysis of Breast Cancer: Luminal B Molecular Subtype Is Associated with Enhancement Dynamics at MR Imaging
MA Mazurowski, J Zhang, LJ Grimm, SC Yoon, JI Silber
Radiology 273 (2), 365-372, 2014
1492014
Deep learning in radiology: An overview of the concepts and a survey of the state of the art with focus on MRI
MA Mazurowski, M Buda, A Saha, MR Bashir
Journal of Magnetic Resonance Imaging 49 (4), 939-954, 2019
1112019
Computational approach to radiogenomics of breast cancer: luminal A and luminal B molecular subtypes are associated with imaging features on routine breast MRI extracted using …
LJ Grimm, J Zhang, MA Mazurowski
Journal of Magnetic Resonance Imaging 42 (4), 902-907, 2015
862015
Imaging descriptors improve the predictive power of survival models for glioblastoma patients
MA Mazurowski, A Desjardins, JM Malof
Neuro-oncology 15 (10), 1389-1394, 2013
862013
Mutual information-based template matching scheme for detection of breast masses: From mammography to digital breast tomosynthesis
MA Mazurowski, JY Lo, BP Harrawood, GD Tourassi
Journal of Biomedical Informatics 44 (5), 815-823, 2011
582011
Deep learning for segmentation of brain tumors: Impact of cross‐institutional training and testing
EA AlBadawy, A Saha, MA Mazurowski
Medical physics 45 (3), 1150-1158, 2018
552018
Estimating confidence of individual rating predictions in collaborative filtering recommender systems
MA Mazurowski
Expert Systems with Applications 40 (10), 3847-3857, 2013
402013
Individualized computer-aided education in mammography based on user modeling: Concept and preliminary experiments
MA Mazurowski, JA Baker, HX Barnhart, GD Tourassi
Medical physics 37, 1152, 2010
402010
Computer-extracted MR imaging features are associated with survival in glioblastoma patients
MA Mazurowski, J Zhang, KB Peters, H Hobbs
Journal of neuro-oncology 120 (3), 483-488, 2014
392014
Effects of MRI scanner parameters on breast cancer radiomics
A Saha, X Yu, D Sahoo, MA Mazurowski
Expert Systems with Applications 87, 384-391, 2017
382017
Deep Learning for identifying radiogenomic associations in breast cancer
Z Zhu, E Albadawy, A Saha, J Zhang, MR Harowicz, MA Mazurowski
Computers in biology and medicine 109, 85-90, 2019
372019
Multivariate machine learning models for prediction of pathologic response to neoadjuvant therapy in breast cancer using MRI features: a study using an independent validation set
EH Cain, A Saha, MR Harowicz, JR Marks, PK Marcom, MA Mazurowski
Breast cancer research and treatment 173 (2), 455-463, 2019
372019
Decision optimization of case-based computer-aided decision systems using genetic algorithms with application to mammography
MA Mazurowski, PA Habas, JM Zurada, GD Tourassi
Physics in medicine and biology 53, 895, 2008
372008
Prediction of occult invasive disease in ductal carcinoma in situ using deep learning features
B Shi, LJ Grimm, MA Mazurowski, JA Baker, JR Marks, LM King, ...
Journal of the American College of Radiology 15 (3), 527-534, 2018
342018
The effect of class imbalance on case selection for case-based classifiers: An empirical study in the context of medical decision support
JM Malof, MA Mazurowski, GD Tourassi
Neural Networks 25, 141-145, 2012
342012
Management of thyroid nodules seen on US images: deep learning may match performance of radiologists
M Buda, B Wildman-Tobriner, JK Hoang, D Thayer, FN Tessler, ...
Radiology 292 (3), 695-701, 2019
292019
Radiogenomics of lower-grade glioma: algorithmically-assessed tumor shape is associated with tumor genomic subtypes and patient outcomes in a multi-institutional study with The …
MA Mazurowski, K Clark, NM Czarnek, P Shamsesfandabadi, KB Peters, ...
Journal of neuro-oncology 133 (1), 27-35, 2017
282017
The system can't perform the operation now. Try again later.
Articles 1–20