The Fully Convolutional Transformer for Medical Image Segmentation

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The Fully Convolutional Transformer for Medical Image Segmentation

1 June 2022

Athanasios Tragakis

Roderick Murray-Smith

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Papers citing "The Fully Convolutional Transformer for Medical Image Segmentation"

19 / 19 papers shown

Title
InceptionMamba: Efficient Multi-Stage Feature Enhancement with Selective State Space Model for Microscopic Medical Image Segmentation Daniya Najiha Abdul Kareem Abdul Hannan Mubashir Noman Jean Lahoud Mustansar Fiaz Hisham Cholakkal Mamba 21 0 0 13 Jun 2025
Co-Evidential Fusion with Information Volume for Medical Image Segmentation Yuanpeng He Lijian Li Tianxiang Zhan Chi-Man Pun Wenpin Jiao Zhi Jin EDL 80 0 0 03 Jun 2025
IGAF: Incremental Guided Attention Fusion for Depth Super-Resolution Athanasios Tragakis Chaitanya Kaul Kevin J. Mitchell H. Dai R. Murray-Smith Daniele Faccio MDE 470 0 0 03 Jan 2025
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation Sicheng Shen Jinming Cao Yifang Yin Roger Zimmermann 122 1 0 14 Oct 2024
TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM Wenxue Li Xinyu Xiong Peng Xia Lie Ju Zongyuan Ge MedIm 102 12 0 22 Jun 2024
One registration is worth two segmentations Shiqi Huang Tingfa Xu Ziyi Shen Shaheer U. Saeed Wen Yan D. Barratt Yipeng Hu 59 2 0 17 May 2024
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation Z. A. Yazici Ilkay Oksuz H. K. Ekenel MedIm 86 8 0 27 Apr 2024
CFPFormer: Feature-pyramid like Transformer Decoder for Segmentation and Detection Hongyi Cai Mohammad Mahdinur Rahman Jingyu Wu Yulun Deng MedIm ViT 32 0 0 23 Apr 2024
GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation Athanasios Tragakis Qianying Liu Chaitanya Kaul Swalpa Kumar Roy Hang Dai Fani Deligianni Roderick Murray-Smith Daniele Faccio MedIm 37 1 0 01 Mar 2024
Uncertainty-driven and Adversarial Calibration Learning for Epicardial Adipose Tissue Segmentation Kai Zhao Zhiming Liu Jiaqi Liu Jingbiao Zhou Bihong Liao Huifang Tang Qiuyu Wang Chunquan Li UQCV 62 0 0 22 Feb 2024
Automated Measurement of Vascular Calcification in Femoral Endarterectomy Patients Using Deep Learning Alireza Bagheri Rajeoni Breanna Pederson Daniel G. Clair S. Lessner H. Valafar 49 6 0 27 Nov 2023
TransONet: Automatic Segmentation of Vasculature in Computed Tomographic Angiograms Using Deep Learning Alireza Bagheri Rajeoni Breanna Pederson Ali Firooz Hamed Abdollahi Andrew K. Smith Daniel G. Clair S. Lessner H. Valafar 57 0 0 17 Nov 2023
Using Reed-Muller Codes for Classification with Rejection and Recovery Daniel Fentham David Parker Mark Ryan 45 0 0 12 Sep 2023
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation Vishnuvardhan Purma Suhas Srinath Seshan Srirangarajan A. Kakkar Prathosh A.P. MedIm DiffM 52 2 0 04 Sep 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 76 19 0 29 May 2023
Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net Architecture Davoud Saadati Omid Nejati Manzari S. Mirzakuchaki ViT MedIm 90 17 0 22 Apr 2023
One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual Prompt S. Kato Kazuhiro Hotta VLM 52 0 0 17 Apr 2023
Vision Transformers in Medical Imaging: A Review Emerald U. Henry Onyeka Emebob C. Omonhinmin ViT MedIm 93 36 0 18 Nov 2022
Optimizing Vision Transformers for Medical Image Segmentation Qianying Liu Chaitanya Kaul Jun Wang Christos Anagnostopoulos Roderick Murray-Smith Fani Deligianni ViT MedIm 139 21 0 14 Oct 2022