Title
RepSNet: A Nucleus Instance Segmentation model based on Boundary Regression and Structural Re-parameterization Shengchun Xiong Xiangru Li Yunpeng Zhong Wanfen Peng 66 0 0 08 May 2025
Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation Md. Sanaullah Chowdhury Salauddin Tapu Noyon Kumar Sarkar Ferdous Bin Ali Lameya Sabrin 3DV 30 0 0 20 Apr 2025
A Comparison of Deep Learning Methods for Cell Detection in Digital Cytology Marco Acerbis Natasa Sladoje Joakim Lindblad 27 0 0 09 Apr 2025
A Novel Approach to Linking Histology Images with DNA Methylation M. Raza Muhammad Dawood Talha Qaiser Nasir M. Rajpoot 26 0 0 07 Apr 2025
CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and Classification Yang Yang Xijie Xu Yixun Zhou Jie Zheng ViT 38 0 0 01 Apr 2025
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification V. Vadori Jean-Marie Graic A. Peruffo L. Finos Ujwala Kiran Chaudhari Enrico Grisan DiffM MedIm 88 0 0 12 Feb 2025
Unlocking adaptive digital pathology through dynamic feature learning Jiawen Li Tian Guan Qingxin Xia Y. Wang Xitong Ling ... Xiu-Wu Bian Z. Wang Lingchuan Guo Chao He Yonghong He AI4CE 36 0 0 31 Dec 2024
Benchmarking Domain Generalization Algorithms in Computational Pathology Neda Zamanitajeddin Mostafa Jahanifar Kesi Xu Fouzia Siraj Nasir M. Rajpoot OOD 28 2 0 25 Sep 2024
Tissue Concepts: supervised foundation models in computational pathology Till Nicke Jan Raphael Schaefer Henning Hoefener Friedrich Feuerhake Dorit Merhof Fabian Kiessling Johannes Lotz MedIm 44 0 0 05 Sep 2024
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention João D. Nunes D. Montezuma Domingos Oliveira Tania Pereira Jaime S. Cardoso 49 1 0 26 Jul 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 36 3 0 23 Apr 2024
An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer A. Shephard Mostafa Jahanifar Ruoyu Wang Muhammad Dawood Simon Graham K. Sidlauskas S. Khurram Nasir M. Rajpoot S. Raza 13 4 0 10 Nov 2023
Nuclear Pleomorphism in Canine Cutaneous Mast Cell Tumors: Comparison of Reproducibility and Prognostic Relevance between Estimates, Manual Morphometry and Algorithmic Morphometry A. Haghofer E. Parlak A. Bartel T. Donovan C. Assenmacher ... Josef Scharinger Marc Aubreville Stephan M. Winkler M. Kiupel C. Bertram 20 2 0 26 Sep 2023
The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions Jun Ma Ronald Xie Shamini Ayyadhury Cheng Ge Anubha Gupta ... Beth A. Cimini C. Zuo Oscar Bruck Gary D. Bader Bohui Wang VLM 27 36 0 10 Aug 2023
NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images A. Mahbod Christine Polak Katharina Feldmann Rumsha Khan Katharina Gelles Georg Dorffner Ramona Woitek Sepideh Hatamikia Isabella Ellinger 24 21 0 03 Aug 2023
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 30 393 0 08 Feb 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 228 968 0 13 Dec 2020
PanNuke Dataset Extension, Insights and Baselines Jevgenij Gamper Navid Alemi Koohbanani Ksenija Benes S. Graham Mostafa Jahanifar S. Khurram A. Azam K. Hewitt Nasir M. Rajpoot 110 174 0 24 Mar 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 206 14,357 0 07 Oct 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 249 36,362 0 25 Aug 2016