Maciej A Mazurowski

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

  • Cain, EH; Saha, A; Harowicz, MR; Marks, JR; Marcom, PK; Mazurowski, MA, 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., Breast Cancer Research and Treatment (2018) [10.1007/s10549-018-4990-9] [abs].
  • 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].
  • Wollin, DA; Gupta, RT; Young, B; Cone, E; Kaplan, A; Marin, D; Patel, BN; Mazurowski, MA; Scales, CD; Ferrandino, MN; Preminger, GM; Lipkin, ME, Abdominal Radiography With Digital Tomosynthesis: An Alternative to Computed Tomography for Identification of Urinary Calculi?, Urology, vol 120 (2018), pp. 56-61 [10.1016/j.urology.2018.06.041] [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].
  • Zhang, J; Saha, A; Zhu, Z; Mazurowski, MA, Hierarchical Convolutional Neural Networks for Segmentation of Breast Tumors in MRI with Application to Radiogenomics., Ieee Transactions on Medical Imaging (2018) [10.1109/tmi.2018.2865671] [abs].