Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework

Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework

20 December 2022

Xiang Wan

Papers citing "Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework"

16 / 16 papers shown

Title
Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology Lirui Qi Hongliang He Tong Wang Siwei Feng Guohong Fu MedIm 39 0 0 02 Apr 2025
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation Yu Ming Zihao Wu Jie Yang Danyi Li Yuan Gao Changxin Gao Gui-Song Xia Yuanqing Li Li Liang Jin-Gang Yu 27 0 0 26 Feb 2024
Cell Graph Transformer for Nuclei Classification Wei Lou Guanbin Li Xiang Wan Haofeng Li ViT MedIm 53 4 0 20 Feb 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning Junjia Huang Haofeng Li Xiang Wan Guanbin Li 35 0 0 20 Feb 2024
Generating Progressive Images from Pathological Transitions via Diffusion Model Zeyu Liu Tianyi Zhang Yufang He Yun Feng Yu Zhao Guanglei Zhang MedIm 17 2 0 21 Nov 2023
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 46 22 0 22 Oct 2023
Multi-stream Cell Segmentation with Low-level Cues for Multi-modality Images Wei Lou Xinyi Yu Chenyu Liu Xiang Wan Guanbin Li Siqi Liu Haofeng Li 26 7 0 22 Oct 2023
Diffusion-based Data Augmentation for Nuclei Image Segmentation Xinyi Yu Guanbin Li Wei Lou Siqi Liu Xiang Wan Yan Chen Haofeng Li 18 30 0 22 Oct 2023
Prompt-based Grouping Transformer for Nucleus Detection and Classification Junjia Huang Haofeng Li Weijun Sun Xiang Wan Guanbin Li ViT MedIm 22 2 0 22 Oct 2023
Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection Junjia Huang Haofeng Li Xiang Wan Guanbin Li MedIm ViT 43 10 0 22 Oct 2023
OCU-Net: A Novel U-Net Architecture for Enhanced Oral Cancer Segmentation A. Albishri Syed Jawad Hussain Shah Yugyung Lee Rong Wang 8 0 0 03 Oct 2023
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis Shijie Li Mengwei Ren T. Ach Guido Gerig 16 0 0 18 Aug 2023
Instance-aware Self-supervised Learning for Nuclei Segmentation Xinpeng Xie Jiawei Chen Yuexiang Li Linlin Shen Kai Ma Yefeng Zheng SSL 102 59 0 22 Jul 2020
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting Dongnan Liu Donghao Zhang Yang Song Fan Zhang L. O’Donnell Heng-Chiao Huang Mei Chen Weidong (Tom) Cai 35 75 0 05 May 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 279 10,348 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,447 0 21 Nov 2016