NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in
H&E-Stained Histological Images

NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images

3 August 2023

Christine Polak

Katharina Feldmann

Katharina Gelles

Sepideh Hatamikia

Isabella Ellinger

Papers citing "NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images"

10 / 10 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
Unlocking adaptive digital pathology through dynamic feature learning Jiawen Li Tian Guan Qingxin Xia Yuanda Wang Xitong Ling ... Xiu-Wu Bian Ziyi Wang Lingchuan Guo Chao He Yonghong He AI4CE 36 0 0 31 Dec 2024
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification Jannik Franzen Claudia Winklmayr Vanessa Emanuela Guarino Christoph Karg Xiaoyan Yu Nora Koreuber Jan P. Albrecht Philip Bischoff Dagmar Kainmueller 43 0 0 11 Nov 2024
InstanSeg: an embedding-based instance segmentation algorithm optimized for accurate, efficient and portable cell segmentation Thibaut Goldsborough Ben Philps Alan O'Callaghan Fiona Inglis Leo Leplat Andrew Filby Hakan Bilen Peter Bankhead 14 4 0 28 Aug 2024
NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain Transfer Sai Kumar Reddy Manne Brendan Martin Tyler Roy Ryan J Neilson Rebecca Peters Meghana Chillara Christine W. Lary Katherine J. Motyl Michael Wan 22 0 0 15 Apr 2024
Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic Data S. Eppel Jolina Li Manuel S. Drehwald Alán Aspuru-Guzik 26 1 0 05 Mar 2024
Domain Generalization in Computational Pathology: Survey and Guidelines Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 28 17 0 30 Oct 2023
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization A. Mahbod Georg Dorffner Isabella Ellinger Ramona Woitek Sepideh Hatamikia 51 5 0 12 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 39 23 0 23 Mar 2023
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