Maciej A Mazurowski

Maciej A Mazurowski

Associate Professor in Radiology

Appointments and Affiliations

  • Associate Professor in Radiology
  • Associate Professor in the Department of Electrical and Computer Engineering
  • Associate Professor in the Department of Electrical and Computer Engineering
  • Associate Professor in Biostatistics and Bioinformatics
  • Member of the Duke Cancer Institute

Contact Information

  • Office Location: Dept Of Radiology, Durham, NC 27710
  • Office Phone: (919) 684-1440
  • Email Address: maciej.mazurowski@duke.edu

Education

  • Ph.D. University of Louisville, 2008

Courses Taught

  • MEDPHY 762: Data Science

Representative Publications

  • Buda, M; Maki, A; Mazurowski, MA, A systematic study of the class imbalance problem in convolutional neural networks., Neural Networks : the Official Journal of the International Neural Network Society, vol 106 (2018), pp. 249-259 [10.1016/j.neunet.2018.07.011] [abs].
  • Enslow, MS; Preece, SR; Wildman-Tobriner, B; Enslow, RA; Mazurowski, M; Nelson, RC, Splenic contraction: a new member of the hypovolemic shock complex., Abdominal Radiology (New York), vol 43 no. 9 (2018), pp. 2375-2383 [10.1007/s00261-018-1478-3] [abs].
  • Saha, A; Harowicz, MR; Grimm, LJ; Kim, CE; Ghate, SV; Walsh, R; Mazurowski, MA, A machine learning approach to radiogenomics of breast cancer: a study of 922 subjects and 529 DCE-MRI features., British Journal of Cancer, vol 119 no. 4 (2018), pp. 508-516 [10.1038/s41416-018-0185-8] [abs].
  • Saha, A; Harowicz, MR; Cain, EH; Hall, AH; Hwang, E-SS; Marks, JR; Marcom, PK; Mazurowski, MA, Intra-tumor molecular heterogeneity in breast cancer: definitions of measures and association with distant recurrence-free survival., Breast Cancer Research and Treatment (2018) [10.1007/s10549-018-4879-7] [abs].
  • Saha, A; Harowicz, MR; Mazurowski, MA, Breast cancer MRI radiomics: An overview of algorithmic features and impact of inter-reader variability in annotating tumors., Medical Physics, vol 45 no. 7 (2018), pp. 3076-3085 [10.1002/mp.12925] [abs].