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Arkadiusz Gertych, PhD

Assistant Professor, Pathology and Lab Medicine

Assistant Professor, Surgery

Research Office:

Phone:

310-423-2964

Arkadiusz Gertych, PhD

Assistant Professor, Pathology and Lab Medicine

Assistant Professor, Surgery

Arkadiusz Gertych, PhD, focuses his research on 2D/3D image cytometry for high-content analysis and screening, bioimage informatics, automated derivation of quantitative features from medical and biomedical images, machine learning, and numerical characterization and recognition of cellular phenotypes for computer-aided diagnosis in digital pathology.

  • Master's: Silesian University of Technology, 1996
  • Doctorate: Silesian University of Technology, 2003
  • Post Doctorate: University Of Southern California, 2007
  • Associate Editor: Computers in Biology and Medicine, Current
  • Editorial Board Member: Informatics in Medicine Unlocked, Current

Click here for a list of peer-reviewed publications.

  • Gertych A, Ing N, Ma Z, Fuchs TJ, Salman S, Mohanty S, Bhele S, Velásquez-Vacca A, Amin MB, Knudsen BS. Machine learning approaches to analyze histological images of tissues from radical prostatectomies. Comput Med Imaging Graph. 2015;46:197-208.
  • Qin Y, Walts AE, Knudsen BS, Gertych A. Computerized delineation of nuclei in liquid-based pap smears stained with immunohistochemical biomarkers. Cytometry B Clin Cytom. 2015 Mar;88(2):110-119.
  • Gertych A, Mohan S, Maclary S, Mohanty S, Wawrowsky K, Mirocha J, Balzer B, Knudsen BS. Effects of tissue decalcification on the quantification of breast cancer biomarkers by digital image analysis. Diagn Pathol. 2014 Nov 25;9(1):213.
  • Gertych A, Oh JH, Wawrowsky KA, Weisenberger DJ, Tajbakhsh J. 3-D DNA methylation phenotypes correlate with cytotoxicity levels in prostate and liver cancer cell models. BMC Pharmacol Toxicol. 2013;14:11.
  • Gertych A, Joseph AO, Walts AE, Bose S. Automated detection of dual p16/Ki67 nuclear immunoreactivity in liquid-based pap tests for improved cervical cancer risk stratification. Ann Biomed Eng. 2012;40(5):1192-204.
  • Gertych A, Farkas DL, Tajbakhsh J. Measuring topology of low-intensity DNA methylation sites for high-throughput assessment of epigenetic drug-induced effects in cancer cells. Exp Cell Res. 2010;316(19):3150-3160.
  • Gertych A, Wawrowsky KA, Lindsley E, Vishnevsky E, Farkas DL, Tajbakhsh J. Automated quantification of DNA demethylation effects in cells via 3D mapping of nuclear signatures and population homogeneity assessment. Cytometry A. 2009;75(7):569-583.

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