Fast and accurate tumor segmentation of histology images using persistent homology and deep convolutional features - Qaiser, Talha; Tsang, Yee-Wah; Taniyama, Daiki; Sakamoto, Naoya; Nakane, Kazuaki; Epstein, David; Rajpoot, Nasir (Medical image analysis, 2019)
Keywords: Accuracy; Adenocarcinoma; Adenoma; Algorithms; Artificial neural networks; Colorectal (colon) cancer; Colorectal cancer; Computational pathology; Convolution; Datasets; Deep learning; Divergence; Histology; Histology image analysis; Histopathology; Homology; Image analysis; Image classification; Image processing; Image segmentation; Neural networks; Persistent homology; Target recognition; Tumor segmentation; Tumors; Deep learning; Colorectal (colon) cancer; Persistent homology; Histology image analysis; Tumor segmentation; Computational pathology