Tianfu Wang

Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound

2019 · IEEE Transactions on Medical Imaging

ABUS, or Automated breast ultrasound, is an innovative and promising method of screening for breast examination. Comparing to common B-mode 2D ultrasound, ABUS attains operator-independent image acquisition and also provides 3D views of the whole …

Automatic Prostate Gleason Grading Using Pyramid Semantic Parsing Network in Digital Histopathology

2022 · Frontiers in Oncology

Purpose: Prostate biopsy histopathology and immunohistochemistry are important in the differential diagnosis of the disease and can be used to assess the degree of prostate cancer differentiation. Today, prostate biopsy is increasing the demand for …