TopoResNet: A Hybrid Deep Learning Architecture and Its Application to Skin Lesion Classification (2019) Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford Smyth Community Resources Data Export citation medicine medicine: dermatology medicine: dermatology: skin lesion classification images images:2D images:2D:dermoscopic Convolutional neural network Convolutional neural network: ResNet-101 Persistence curves Persistence statistics persistent homology persistent homology:cubical complexes
Topological Approaches to Skin Disease Image Analysis (2018) Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford Smyth Export citation Cancer Classification Medicine Segmentation Skin cancer Linear support vector machine Persistence curves Persistence diagrams Persistence statistics Persistent homology