HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images

22 June 2020

Papers citing "HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images"

33 / 33 papers shown

Title
GNCAF: A GNN-based Neighboring Context Aggregation Framework for Tertiary Lymphoid Structures Semantic Segmentation in WSI Lei Su 38 0 0 13 May 2025
Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell Carcinoma Lucas Sancéré Carina Lorenz Doris Helbig Oana-Diana Persa Sonja Dengler ... Martim Laimer Anne Fröhlich Jennifer Landsberg Johannes Brägelmann Katarzyna Bozek 54 0 0 07 May 2025
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation Shahad Albastaki Anabia Sohail I. I. Ganapathi B. Alawode Asim Khan Sajid Javed Naoufel Werghi Mohammed Bennamoun Arif Mahmood 71 0 0 26 Apr 2025
PathoPainter: Augmenting Histopathology Segmentation via Tumor-aware Inpainting Hong Liu Haosen Yang Evi M. C. Huijben Mark Schuiveling Ruisheng Su J. Pluim M. Veta MedIm 66 1 0 06 Mar 2025
"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology images Marina DÁmato J. A. van der Laak F. Ciompi 48 0 0 28 Feb 2025
Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images Qingyuan Liu Avideh Zakhor VLM 31 0 0 03 Oct 2024
Histology Virtual Staining with Mask-Guided Adversarial Transfer Learning for Tertiary Lymphoid Structure Detection Qiuli Wang Yongxu Liu Li Ma Xianqi Wang Wei Chen Xiaohong Yao 26 0 0 26 Aug 2024
Multi-Stain Multi-Level Convolutional Network for Multi-Tissue Breast Cancer Image Segmentation Akash Modi S. Jha Purnendu Mishra Rajiv Kumar Kiran R. Aatre Gursewak Singh Shubham Mathur 53 1 0 09 Jun 2024
Advancing Histopathology-Based Breast Cancer Diagnosis: Insights into Multi-Modality and Explainability F. Abdullakutty Y. Akbari S. Al-Maadeed Ahmed Bouridane R. Hamoudi 40 1 0 07 Jun 2024
Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks Victor Ibanez P. Szostak Quincy Wong Konstanty Korski Samaneh Abbasi-Sureshjani Alvaro Gomariz 32 0 0 22 Mar 2024
Towards Efficient Information Fusion: Concentric Dual Fusion Attention Based Multiple Instance Learning for Whole Slide Images Yujian Liu Ruoxuan Wu Xinjie Shen Zihuang Lu Lingyu Liang Haiyu Zhou Shipu Xu Shaoai Cai Shidang Xu MedIm 37 0 0 21 Mar 2024
WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images Hong Liu Haosen Yang P. Diest J. Pluim M. Veta VLM 42 6 0 14 Mar 2024
SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging Meng Lou Hanning Ying Xiaoqing Liu Hong-Yu Zhou Yuqing Zhang Yizhou Yu MedIm 49 8 0 27 Feb 2024
BROW: Better featuRes fOr Whole slide image based on self-distillation Yuan Wu Shaojie Li Zhiqiang Du Wentao Zhu 31 4 0 15 Sep 2023
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology Jeongun Ryu Aaron Valero Puche Jaewoong Shin Seonwook Park Biagio Brattoli ... S. Cho K. Paeng C-Y. Ock D. Yoo Sérgio Pereira 49 25 0 23 Mar 2023
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images Hao Wang Euijoon Ahn Jinman Kim 28 8 0 20 Mar 2023
Increasing the usefulness of already existing annotations through WSI registration Philippe Weitz Viktoria Sartor B. Ács S. Robertson Daniel Budelmann J. Hartman M. Rantalainen 28 2 0 12 Mar 2023
DPA-P2PNet: Deformable Proposal-aware P2PNet for Accurate Point-based Cell Detection Zhongyi Shui S. Zheng Chenglu Zhu Shichuan Zhang Xiaoxuan Yu Honglin Li Jingxiong Li Pingyi Chen Ling Yang 3DPC 37 4 0 05 Mar 2023
AMD-HookNet for Glacier Front Segmentation Fei Wu Nora Gourmelon T. Seehaus Jianlin Zhang M. Braun Andreas Maier Vincent Christlein 24 9 0 06 Feb 2023
Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides Miriam Hagele Johannes Eschrich Lukas Ruff Maximilian Alber S. Schallenberg A. Guillot C. Roderburg F. Tacke Frederick Klauschen 25 0 0 03 Feb 2023
Improved distinct bone segmentation in upper-body CT through multi-resolution networks Eva Schnider J. Wolleb Antal Huck M. Toranelli G. Rauter M. Müller-Gerbl Philippe C. Cattin 16 3 0 31 Jan 2023
Segmentation Ability Map: Interpret deep features for medical image segmentation Sheng He Yanfang Feng P. E. Grant Yangming Ou SSeg 27 24 0 19 Dec 2022
RadFormer: Transformers with Global-Local Attention for Interpretable and Accurate Gallbladder Cancer Detection Soumen Basu Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora ViT MedIm 32 32 0 09 Nov 2022
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology Oliver Ester Fabian Horst C. Seibold J. Keyl Saskia Ting ... P. Ivanyi Viktor Grünwald J. Bräsen Jan Egger Jens Kleesiek 21 7 0 21 Oct 2022
WaveMix: A Resource-efficient Neural Network for Image Analysis Pranav Jeevan Kavitha Viswanathan S. AnanduA A. Sethi 26 20 0 28 May 2022
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma Chu Han Xipeng Pan Lixu Yan Huan Lin Bingbing Li ... Chengda Lu Xin Chen C. Liang Qingling Zhang Zaiyi Liu 38 28 0 13 Apr 2022
CD-Net: Histopathology Representation Learning using Pyramidal Context-Detail Network S. Kapse Srijan Das Prateek Prasanna 36 5 0 28 Mar 2022
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI Leonie Henschel David Kügler M. Reuter 43 43 0 17 Dec 2021
Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas Pierpaolo Vendittelli E. Smeets G. Litjens MedIm 13 1 0 01 Dec 2021
PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning Jiatai Lin Guoqiang Han Xipeng Pan Hao Chen Danyi Li ... Haiming Li C. Liang Li Liang Zaiyi Liu Chu Han 29 33 0 04 Nov 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 37 89 0 14 Oct 2021
Global-Local Transformer for Brain Age Estimation Sheng He P. E. Grant Yangming Ou ViT MedIm 25 105 0 03 Sep 2021
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture Rüdiger Schmitz F. Madesta M. Nielsen Jenny Krause R. Werner T. Rösch MedIm AI4CE 28 85 0 24 Sep 2019