Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images

10 July 2020

Papers citing "Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images"

21 / 21 papers shown

Title
A Lightweight and Extensible Cell Segmentation and Classification Model for Whole Slide Images N. Shvetsov T. Kilvaer M. Tafavvoghi Anders Sildnes Kajsa Møllersen Lill-ToveRasmussen Busund L. A. Bongo VLM 71 1 0 26 Feb 2025
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained Models Yongjian Wu Yang Zhou Jiya Saiyin Bingzheng Wei M. Lai Jianzhong Shou Yan Xu VLM MedIm 34 1 0 22 Oct 2024
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions Ye Zhang Yifeng Wang Zijie Fang Hao Bian Linghan Cai Ziyue Wang Yongbing Zhang 43 4 0 23 Apr 2024
Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation Hesham Ali Idriss Tondji Mennatullah Siam 22 0 0 15 Nov 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 46 25 0 23 Mar 2023
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer Pushpak Pati Guillaume Jaume Zeineb Ayadi Kevin Thandiackal Behzad Bozorgtabar M. Gabrani O. Goksel 20 17 0 07 Jan 2023
Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework Wei Lou Haofeng Li Guanbin Li Xiaoguang Han Xiang Wan 26 25 0 20 Dec 2022
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation Qing En Yuhong Guo 15 4 0 17 Dec 2022
WDA-Net: Weakly-Supervised Domain Adaptive Segmentation of Electron Microscopy Dafei Qiu Jiajin Yi Jialin Peng 16 3 0 24 Oct 2022
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review Esha Sadia Nasir Arshi Parvaiz M. Fraz 39 14 0 26 Aug 2022
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 40 57 0 18 Aug 2022
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network Yang Nan Pen Tang Guyue Zhang C. Zeng Zhihong Liu Zhifan Gao Heye Zhang Guang Yang 22 9 0 04 Aug 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
A Standardized Pipeline for Colon Nuclei Identification and Counting Challenge Jijun Cheng Xipeng Pan Feihu Hou Bingchao Zhao Jiatai Lin Zhenbing Liu Zaiyi Liu Chu Han 22 2 0 01 Mar 2022
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications Kexin Ding Mu Zhou Zichen Wang Qiao Liu C. Arnold Shaoting Zhang Dimitris N. Metaxas GNN MedIm AI4CE 38 12 0 17 Feb 2022
A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing Huaqian Wu N. Souedet C. Jan Cédric Clouchoux T. Delzescaux 16 15 0 17 Feb 2022
Weakly Supervised Nuclei Segmentation via Instance Learning Weizhen Liu Qian He Xuming He 31 17 0 03 Feb 2022
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
Unsupervised Data-Driven Nuclei Segmentation For Histology Images Vasileios Magoulianitis Peida Han Yijing Yang C.-C. Jay Kuo 23 2 0 14 Oct 2021
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 33 5 0 26 Aug 2021
SenseCare: A Research Platform for Medical Image Informatics and Interactive 3D Visualization Qi Duan Guotai Wang Rui Wang Chaohao Fu Xinjun Li ... Xinglong Liu Qing Xia Zhiqiang Hu Ning Huang Shaoting Zhang 45 18 0 03 Apr 2020