Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation

29 March 2023

Papers citing "Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation"

23 / 23 papers shown

Title
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation Bo-Cheng Hu Ge-Peng Ji Dian Shao Deng-Ping Fan 25 0 0 15 Apr 2025
PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation Yiheng Zhong Zihong Luo Chengzhi Liu Feilong Tang Zelin Peng Ming Hu Y. Hu Jionglong Su Zongyuan Geand Imran Razzak MedIm 60 0 0 23 Mar 2025
Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction Tao Chen Chenhui Wang Zhihao Chen Hongming Shan MedIm 53 0 0 28 Feb 2025
Advancing Oyster Phenotype Segmentation with Multi-Network Ensemble and Multi-Scale mechanism Wenli Yang Yanyu Chen Andrew Trotter Byeong Kang 26 0 0 20 Jan 2025
Multi-scale Cascaded Large-Model for Whole-body ROI Segmentation Rui Hao Dayu Tan Yansen Su Chunhou Zheng AI4CE 59 0 0 23 Nov 2024
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention Xiwei Liu Min Xu Qirong Ho MedIm 18 0 0 16 Nov 2024
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation Lin Zhang Wenbo Gao Jie Yi Yunyun Yang 38 0 0 14 Jul 2024
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Tao Chen Chenhui Wang Zhihao Chen Yiming Lei Hongming Shan MedIm 29 7 0 03 Jul 2024
PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation Md Mostafijur Rahman Mustafa Munir Debesh Jha Ulas Bagci R. Marculescu VLM 24 1 0 27 May 2024
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation Wentao Wang Xi Xiao Mingjie Liu Qing Tian Xuanyao Huang Qizhen Lan S. K. Roy Tianyang Wang MedIm 37 1 0 20 May 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman Mustafa Munir R. Marculescu MedIm 16 30 0 11 May 2024
Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation Xiaoshuang Huang Hongxiang Li Meng Cao Long Chen Chenyu You Dong An VLM 41 5 0 03 Apr 2024
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Peijie Qiu Jin Yang Sayantan Kumar S. Ghosh Aristeidis Sotiras MedIm 20 8 0 29 Mar 2024
Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding Zhiheng Cheng Qingyue Wei Hongru Zhu Yan Wang Liangqiong Qu Wei Shao Yuyin Zhou MedIm 41 27 0 27 Mar 2024
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook Reza Azad Moein Heidary Kadir Yilmaz Michael Huttemann Sanaz Karimijafarbigloo Yuli Wu Anke Schmeink Dorit Merhof VLM SSeg 31 17 0 08 Dec 2023
AI-SAM: Automatic and Interactive Segment Anything Model Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang VLM 32 3 0 05 Dec 2023
MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder Md Motiur Rahman Shiva Shokouhmand Smriti Bhatt M. Faezipour MedIm 24 13 0 30 Oct 2023
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm 14 32 0 24 Oct 2023
Medical Image Segmentation via Sparse Coding Decoder Long Zeng Kaigui Wu MedIm 14 3 0 17 Oct 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 19 16 0 29 May 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 30 160 0 09 Jan 2023
MISSFormer: An Effective Medical Image Segmentation Transformer Xiaohong Huang Zhifang Deng Dandan Li Xueguang Yuan ViT MedIm 87 168 0 15 Sep 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021