Peter H. Gann

Empirical comparison of color normalization methods for epithelial-stromal classification in H and E images

2016 · Journal of Pathology Informatics

CONTEXT: Color normalization techniques for histology have not been empirically tested for their utility for computational pathology pipelines. AIMS: We compared two contemporary techniques for achieving a common intermediate goal - epithelial-stromal classification. SETTINGS AND …

Learning to predict prostate cancer recurrence from tissue images

2023 · Journal of Pathology Informatics

Roughly 30% of men with prostate cancer who undergo radical prostatectomy will suffer biochemical cancer recurrence (BCR). Accurately predicting which patients will experience BCR could identify who would benefit from increased surveillance or adjuvant therapy. …