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TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation

TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
16 July 2023
Zhen-Peng He
Mathias Unberath
Jing Ke
Yiqing Shen
    ViTMedIm
ArXiv (abs)PDFHTMLGithub (25★)

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

11 / 11 papers shown
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
Zhenqi He
Yuanpei Liu
Kai Han
241
2
0
21 Oct 2025
The Four Color Theorem for Cell Instance Segmentation
The Four Color Theorem for Cell Instance Segmentation
Ye Zhang
Yu Zhou
Yifeng Wang
Jun Xiao
Ziyue Wang
Yongbing Zhang
Jianxu Chen
ISeg
340
4
0
11 Jun 2025
Category Prompt Mamba Network for Nuclei Segmentation and Classification
Category Prompt Mamba Network for Nuclei Segmentation and ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2025
Ye Zhang
Zijie Fang
Yifeng Wang
Lingbo Zhang
Xianchao Guan
Yongbing Zhang
Mamba
418
6
0
13 Mar 2025
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentation
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentation
Peng Ling
431
0
0
14 Feb 2025
CerraData-4MM: A multimodal benchmark dataset on Cerrado for land use and land cover classification
CerraData-4MM: A multimodal benchmark dataset on Cerrado for land use and land cover classificationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025
Mateus de Souza Miranda
Ronny Hänsch
Valdivino Alexandre de Santiago Júnior
Thales Sehn Körting
Erison Carlos dos Santos Monteiro
130
1
0
31 Jan 2025
Memorizing SAM: 3D Medical Segment Anything Model with Memorizing
  Transformer
Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer
Xinyuan Shao
Yiqing Shen
Mathias Unberath
MedIm
280
1
0
18 Dec 2024
A Survey on Cell Nuclei Instance Segmentation and Classification:
  Leveraging Context and Attention
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
336
0
0
26 Jul 2024
Co-synthesis of Histopathology Nuclei Image-Label Pairs using a
  Context-Conditioned Joint Diffusion Model
Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model
Seonghui Min
Hyunwoo Oh
Won-Ki Jeong
DiffMMedIm
386
9
0
19 Jul 2024
FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical
  Images
FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical ImagesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Yiqing Shen
Jingxing Li
Xinyuan Shao
Blanca Inigo Romillo
Ankush Jindal
David Dreizin
Mathias Unberath
MedIm
262
30
0
14 Mar 2024
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell
  segmentation in bright-field histological images
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
352
4
0
28 Jan 2024
How GNNs Facilitate CNNs in Mining Geometric Information from
  Large-Scale Medical Images
How GNNs Facilitate CNNs in Mining Geometric Information from Large-Scale Medical ImagesIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022
Yiqing Shen
Bingxin Zhou
Xinye Xiong
Ruitian Gao
Yu Guang Wang
GNNMedIm
231
7
0
15 Jun 2022
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