Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review

26 August 2022

Papers citing "Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review"

6 / 6 papers shown

Title
A Multi-Stage Auto-Context Deep Learning Framework for Tissue and Nuclei Segmentation and Classification in H&E-Stained Histological Images of Advanced Melanoma Nima Torbati Anastasia Meshcheryakova Diana Mechtcheriakova Amirreza Mahbod 44 0 0 31 Mar 2025
How Good Are We? Evaluating Cell AI Foundation Models in Kidney Pathology with Human-in-the-Loop Enrichment Junlin Guo Siqi Lu Can Cui Ruining Deng Tianyuan Yao ... Catie Chang Mitchell Wilkes Mengmeng Yin Haichun Yang Yuankai Huo MedIm 48 1 0 31 Oct 2024
NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale Zudi Lin D. Wei M. Petkova Yuelong Wu Zergham Ahmed ... Nagaraju Dhanyasi Ignacio Arganda-Carreras F. Engert J. Lichtman Hanspeter Pfister 29 26 0 13 Jul 2021
NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation M. Amgad Lamees A. Atteya Hagar Hussein K. Mohammed Ehab Hafiz ... Critical Care David Manthey Atlanta D. Neurology Lurie Cancer Center 32 73 0 18 Feb 2021
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images A. Mahbod Gerald Schaefer Benjamin Bancher Christine Löw Georg Dorffner R. Ecker Isabella Ellinger 130 92 0 02 Jan 2021
Instance-aware Self-supervised Learning for Nuclei Segmentation Xinpeng Xie Jiawei Chen Yuexiang Li Linlin Shen Kai Ma Yefeng Zheng SSL 105 59 0 22 Jul 2020