Self-Supervised Nuclei Segmentation in Histopathological Images Using
Attention

Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention

16 July 2020

M. Sahasrabudhe

Stergios Christodoulidis

Maria Vakalopoulou

Papers citing "Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention"

9 / 9 papers shown

Title
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation Sanghyun Jo Seo Jin Lee Seungwoo Lee Seohyung Hong Hyungseok Seo Kyungsu Kim 48 0 0 14 Mar 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 27 1 0 22 Oct 2024
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images Wei-Chien Wang E. Ahn Da-wei Feng Jinman Kim MedIm 24 27 0 10 Feb 2023
Artifact Removal in Histopathology Images Cameron Dahan Stergios Christodoulidis Maria Vakalopoulou Joseph Boyd MedIm 18 1 0 29 Nov 2022
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review Esha Sadia Nasir Arshi Parvaiz M. Fraz 23 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 20 56 0 18 Aug 2022
Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides A. Quiros N. Coudray A. Yeaton Xinyu Yang Bojing Liu ... H. Pass A. Moreira J. L. Quesne A. Tsirigos Ke-Fei Yuan SSL 13 5 0 04 May 2022
Unsupervised Data-Driven Nuclei Segmentation For Histology Images Vasileios Magoulianitis Peida Han Yijing Yang C.-C. Jay Kuo 18 2 0 14 Oct 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 35 35 0 11 Jan 2021