Xiangxue Wang

A watershed and feature-based approach for automated detection of lymphocytes on lung cancer images

2018

Automatic detection of lymphocytes could contribute to develop objective measures of the infiltration grade of tumors, which can be used by pathologists for improving the decision making and treatment planning processes. In this article, a …

A deep learning framework to iDentify prOgnostically releVant cancEr Regions (DOVER) within whole slide histopathology images

2025 · Cancer Letters

The recent advancements in computational pathology focus on extracting valuable prognostic insights from whole-slide images (WSIs). These methods primarily involve deep learning-based or handcrafted feature representations of the disease's morphologic patterns associated with outcomes. However, …