8 citations · 19 across the 8 of their papers we have counts for
4 papers · 1 filter
NACNet: A Histology Context-aware Transformer Graph Convolution Network for Predicting Treatment Response to Neoadjuvant Chemotherapy in Triple Negative Breast Cancer
Qiang Li, George Teodoro, Yi Jiang +1
Neoadjuvant chemotherapy (NAC) response prediction for triple negative breast cancer (TNBC) patients is a challenging task clinically as it requires understanding complex histology…
Clumped Nuclei Segmentation with Adjacent Point Match and Local Shape based Intensity Analysis for Overlapped Nuclei in Fluorescence In-Situ Hybridization Images
Xiaoyuan Guo, Hanyi Yu, Blair Rossetti +3
Highly clumped nuclei clusters captured in fluorescence in situ hybridization microscopy images are common histology entities under investigations in a wide spectrum of tissue-rela…
Analysis of Cellular Feature Differences of Astrocytomas with Distinct Mutational Profiles Using Digitized Histopathology Images
Mousumi Roy, Fusheng Wang, George Teodoro +3
Cellular phenotypic features derived from histopathology images are the basis of pathologic diagnosis and are thought to be related to underlying molecular profiles. Due to overwhe…
Segmentation of Overlapped Steatosis in Whole-Slide Liver Histopathology Microscopy Images
Mousumi Roy, Fusheng Wang, George Teodoro +3
An accurate steatosis quantification with pathology tissue samples is of high clinical importance. However, such pathology measurement is manually made in most clinical practices,…