TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation

TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation

16 July 2023

Mathias Unberath

Yiqing Shen

Papers citing "TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation"

8 / 8 papers shown

Title
Category Prompt Mamba Network for Nuclei Segmentation and Classification Ye Zhang Zijie Fang Yifeng Wang Lingbo Zhang Xianchao Guan Yongbing Zhang Mamba 55 0 0 13 Mar 2025
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentation Peng Ling 56 0 0 14 Feb 2025
Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer Xinyuan Shao Yiqing Shen Mathias Unberath MedIm 80 0 0 18 Dec 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
Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model Seonghui Min Hyunwoo Oh Won-Ki Jeong DiffM MedIm 40 3 0 19 Jul 2024
FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images Yiqing Shen Jingxing Li Xinyuan Shao Blanca Inigo Romillo Ankush Jindal David Dreizin Mathias Unberath MedIm 34 12 0 14 Mar 2024
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images Johannes Raufeisen Kunpeng Xie Fabian Horst Till Braunschweig Jianning Li ... Jan Egger Bastian Leibe Frank Hölzle Alexander Hermans B. Puladi 26 0 0 28 Jan 2024
How GNNs Facilitate CNNs in Mining Geometric Information from Large-Scale Medical Images Yiqing Shen Bingxin Zhou Xinye Xiong Ruitian Gao Yu Guang Wang GNN MedIm 12 5 0 15 Jun 2022