CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects

16 August 2021

Papers citing "CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects"

46 / 46 papers shown

Title
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention Jun Zeng KC Santosh Deepak Rajan Nayak Thomas de Lange Jonas Varkey Tyler Berzin Debesh Jha ViT MedIm 38 0 0 18 Apr 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Jiaxin Mei Tao Zhou Kaiwen Huang Yizhe Zhang Yi Zhou Ye Wu Huazhu Fu 153 12 0 20 Jan 2025
DaRePlane: Direction-aware Representations for Dynamic Scene Reconstruction Ange Lou Benjamin Planche Zhongpai Gao Yamin Li Tianyu Luan Hao Ding Meng Zheng Terrence Chen Ziyan Wu Jack H. Noble 29 2 0 18 Oct 2024
Surgical Depth Anything: Depth Estimation for Surgical Scenes using Foundation Models Ange Lou Yamin Li Yike Zhang Jack Noble MedIm 24 4 0 09 Oct 2024
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping Yamin Li Ange Lou Ziyuan Xu Shengchao Zhang Shiyu Wang Dario J. Englot Soheil Kolouri Daniel Moyer Roza G. Bayrak Catie Chang 20 4 0 07 Oct 2024
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer Jingjing Ren Xiaoyong Zhang Lina Zhang 21 0 0 03 Oct 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model Quang Vinh Nguyen Thanh Hoang Son Vo Sae-Ryung Kang Soo-Hyung Kim 29 0 0 02 Oct 2024
Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation Md. Farhadul Islam Sarah Zabeen Meem Arafat Manab Mohammad Rakibul Hasan Mahin J. Mondal Md. Tanzim Reza Md. Zahidul Hasan Munima Haque Farig Sadeque Jannatun Noor 25 0 0 27 Sep 2024
Curriculum Prompting Foundation Models for Medical Image Segmentation Xiuqi Zheng Yuhang Zhang Haoran Zhang Hongrui Liang Xueqi Bao Zhuqing Jiang Qicheng Lao VLM MedIm 23 0 0 01 Sep 2024
Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Koushik Biswas Tyler M. Berzin Rajesh N. Keswani Michael B. Wallace Ulas Bagci MedIm 38 0 0 25 Aug 2024
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy Debesh Jha Nikhil Kumar Tomar Vanshali Sharma Quoc-Huy Trinh Koushik Biswas ... P. Schmidt Enrik Geissler Michael A. Riegler Thomas de Lange Michael A. Riegler 19 4 0 19 Aug 2024
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation Xinyu Xiong Zihuang Wu Shuangyi Tan Wenxue Li Feilong Tang Ying Chen Siying Li Jie Ma Guanbin Li VLM 46 23 0 16 Aug 2024
Zero-Shot Surgical Tool Segmentation in Monocular Video Using Segment Anything Model 2 Ange Lou Yamin Li Ji-Eun Han Wonjin Yang Zhi-Qi Cheng VLM 27 8 0 03 Aug 2024
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer Sungmin Kang Jaeha Song Jihie Kim MedIm 34 2 0 01 Aug 2024
Exploiting Scale-Variant Attention for Segmenting Small Medical Objects Wei Dai Rui Liu Zixuan Wu Tianyi Wu Min Wang Junxian Zhou Yixuan Yuan Jun Liu 24 4 0 10 Jul 2024
EFCNet: Every Feature Counts for Small Medical Object Segmentation Lingjie Kong Qiaoling Wei Chengming Xu Han Chen Yanwei Fu 26 0 0 26 Jun 2024
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation Xiaolu Kang Zhuoqi Ma Kang Liu Yunan Li Qiguang Miao 40 3 0 18 May 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman Mustafa Munir R. Marculescu MedIm 27 33 0 11 May 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey Zhenyu Wu Fengmao Lv Chenglizhao Chen Aimin Hao Shuo Li ELM 31 10 0 22 Jan 2024
Polyper: Boundary Sensitive Polyp Segmentation Hao Shao Yang Zhang Qibin Hou 18 10 0 14 Dec 2023
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological Images Aayushi Tyagi Vaibhav Mishra AP Prathosh Mausam VLM 40 1 0 29 Nov 2023
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm 22 33 0 24 Oct 2023
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic Segmentation Mohammed A. M. Elhassan Changjun Zhou Amina Benabid Abuzar B. M. Adam ViT 25 11 0 23 Oct 2023
WS-SfMLearner: Self-supervised Monocular Depth and Ego-motion Estimation on Surgical Videos with Unknown Camera Parameters Ange Lou J. Noble MDE 25 10 0 22 Aug 2023
SAMSNeRF: Segment Anything Model (SAM) Guides Dynamic Surgical Scene Reconstruction by Neural Radiance Field (NeRF) Ange Lou Yamin Li X. Yao Yike Zhang J. Noble MedIm 17 9 0 22 Aug 2023
Prototype Learning for Out-of-Distribution Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Ulas Bagci OOD 19 0 0 07 Aug 2023
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation N. Thuan Nguyen Thi Oanh N. T. Thuy Stuart W. Perry D. V. Sang ViT MedIm 34 5 0 12 Jul 2023
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis Pham Vu Hung N. Manh Nguyen Thi Oanh N. T. Thuy D. V. Sang ViT MedIm 21 3 0 12 Jul 2023
High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition Tianyu Luan Yuanhao Zhai Jingjing Meng Zhong Li Z. Chen Yinghao Xu Junsong Yuan 3DH 27 19 0 08 Jul 2023
SegT: A Novel Separated Edge-guidance Transformer Network for Polyp Segmentation Feiyu Chen Haiping Ma Weijia Zhang ViT MedIm 33 7 0 19 Jun 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
Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation Peilun Shi Jianing Qiu Sai Mu Dalike Abaxi Hao Wei F. P. Lo Wu Yuan LM&MA VLM MedIm 13 96 0 25 Apr 2023
Unsupervised Anomaly Detection with Local-Sensitive VQVAE and Global-Sensitive Transformers Ming-Qiu Wang Jiawei Li Zhenyang Li Chengxiao Luo Bin Chen Shudong Xia Zhi Wang ViT DRL 21 3 0 29 Mar 2023
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion Yuanyuan Wang Zhaohong Deng Qiongdan Lou Shudong Hu K. Choi Shitong Wang ViT MedIm 25 4 0 17 Jan 2023
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Feilong Tang Q. Huang Jinfeng Wang Xianxu Hou Jionglong Su Jingxin Liu ViT MedIm 27 49 0 21 Dec 2022
DSNet: a simple yet efficient network with dual-stream attention for lesion segmentation Yunxiao Liu 9 0 0 30 Nov 2022
Self-Supervised Surgical Instrument 3D Reconstruction from a Single Camera Image Ange Lou X. Yao Ziteng Liu Jingjing Han J. Noble 8 9 0 26 Nov 2022
DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Ulas Bagci MedIm 30 16 0 24 Oct 2022
LAPFormer: A Light and Accurate Polyp Segmentation Transformer Mai Nguyen Tu Bui Quan Nguyen T. Nguyen Toan Van Pham ViT 3DV MedIm 100 3 0 10 Oct 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image Jinkai Lv Yuyong Hu Quanshui Fu Zhiwang Zhang Yuqiang Hu Lin Lv Guoqing Yang Jinpeng Li Yi Zhao MedIm 15 9 0 23 Aug 2022
FCN-Transformer Feature Fusion for Polyp Segmentation Edward Sanderson B. Matuszewski ViT MedIm 25 117 0 17 Aug 2022
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic video Qi Chang Danish Ahmad J.W. Toth R. Bascom W. Higgins MedIm 19 49 0 15 Jul 2022
ColonFormer: An Efficient Transformer based Method for Colon Polyp Segmentation N. Duc Nguyen Thi Oanh N. T. Thuy Trần Minh Triết V. Dinh ViT MedIm 133 117 0 17 May 2022
Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation Ange Lou Kareem O. Tawfik X. Yao Ziteng Liu J. Noble 22 38 0 29 Mar 2022
Stepwise Feature Fusion: Local Guides Global Jinfeng Wang Qiming Huang Feilong Tang Jia Meng Jionglong Su Sifan Song ViT MedIm 19 179 0 07 Mar 2022
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