Fast and Accurate Tumor Segmentation of Histology Images using
Persistent Homology and Deep Convolutional Features

Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features

9 May 2018

Talha Qaiser

David B. A. Epstein

Nasir M. Rajpoot

Papers citing "Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features"

14 / 14 papers shown

Title
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images Hong Liu Haosen Yang P. Diest J. Pluim M. Veta VLM 40 6 0 14 Mar 2024
Topology-Aware Loss for Aorta and Great Vessel Segmentation in Computed Tomography Images Seher Ozcelik S. Unver I. A. Gurses R. Turkay Cigdem Demir 21 1 0 06 Jul 2023
A fast topological approach for predicting anomalies in time-varying graphs Umar Islambekov Hasani Pathirana O. Khormali Cüneyt Gürcan Akçora Ekaterina Smirnova 23 1 0 11 May 2023
Topology-Aware Focal Loss for 3D Image Segmentation Andac Demir Elie Massaad B. Kiziltan 33 8 0 24 Apr 2023
Masked Pre-Training of Transformers for Histology Image Analysis Shuai Jiang Liesbeth Hondelink A. Suriawinata Saeed Hassanpour MedIm 31 15 0 14 Apr 2023
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images R. M. S. Bashir Talha Qaiser S. Raza Nasir M. Rajpoot 38 13 0 30 Jan 2023
Glo-In-One: Holistic Glomerular Detection, Segmentation, and Lesion Characterization with Large-scale Web Image Mining Tianyuan Yao Yuzhe Lu Jun Long Aadarsh Jha Zheyu Zhu Zuhayr Asad Haichun Yang Agnes B. Fogo Yuankai Huo 31 10 0 31 May 2022
A review of machine learning approaches, challenges and prospects for computational tumor pathology Liangrui Pan Zhichao Feng Shaoliang Peng AI4CE 27 7 0 31 May 2022
AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review Swathi C. Prabhu K. Prasad Antonio Robels-Kelly Xuequan Lu 16 38 0 18 Jan 2022
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images André Pedersen Erik Smistad T. V. Rise V. G. Dale H. S. Pettersen T. Nordmo D. Bouget Ingerid Reinertsen Marit Valla 27 3 0 07 Dec 2021
Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels Chu Han Jiatai Lin Jinhai Mai Yi Wang Qingling Zhang ... Zeyan Xu Xiaomei Huang Guoqiang Han Chang-xiu Liang Zaiyi Liu 34 89 0 14 Oct 2021
Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection C. Abbet Linda Studer Andreas Fischer H. Dawson I. Zlobec Behzad Bozorgtabar Jean-Philippe Thiran OOD 45 32 0 20 Aug 2021
SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images Yibao Sun Xingru Huang Huiyu Zhou Qianni Zhang 33 31 0 25 Jun 2021
PathologyGAN: Learning deep representations of cancer tissue A. Quiros R. Murray-Smith Ke-Fei Yuan MedIm GAN 14 85 0 04 Jul 2019