TopoTxR: A Topological Biomarker for Predicting Treatment Response in Breast Cancer

13 May 2021

Papers citing "TopoTxR: A Topological Biomarker for Predicting Treatment Response in Breast Cancer"

10 / 10 papers shown

Title
TopoDiffusionNet: A Topology-aware Diffusion Model Saumya Gupta Dimitris Samaras Chong Chen DiffM 104 4 0 22 Oct 2024
Topology-Aware Segmentation Using Discrete Morse Theory Xiaoling Hu Yusu Wang Fuxin Li Dimitris Samaras Chao Chen 52 91 0 18 Mar 2021
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology J. Clough Nicholas Byrne Ilkay Oksuz Zhenzhong Lan Julia A. Schnabel A. King 61 221 0 04 Oct 2019
Road Network Reconstruction from Satellite Images with Machine Learning Supported by Topological Methods T. Dey Jiayuan Wang Yusu Wang 45 19 0 15 Sep 2019
Topology-Preserving Deep Image Segmentation Xiaoling Hu Fuxin Li Dimitris Samaras Chao Chen 45 277 0 12 Jun 2019
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 103 1,633 0 25 Nov 2018
Deep Learning with Topological Signatures Christoph Hofer Roland Kwitt Marc Niethammer A. Uhl 3DPC 62 243 0 13 Jul 2017
Sliced Wasserstein Kernel for Persistence Diagrams Mathieu Carrière Marco Cuturi S. Oudot 56 237 0 11 Jun 2017
Persistence Images: A Stable Vector Representation of Persistent Homology Henry Adams Sofya Chepushtanova Tegan H. Emerson Eric M. Hanson Michael Kirby Francis C. Motta R. Neville C. Peterson Patrick D. Shipman Lori Ziegelmeier 74 679 0 22 Jul 2015
A Stable Multi-Scale Kernel for Topological Machine Learning Jan Reininghaus Stefan Huber Ulrich Bauer Roland Kwitt 60 346 0 21 Dec 2014