Title
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen C. Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 32 0 0 09 May 2025
ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization Chenxi Zhao Jianqiang Li Qing Zhao Jing Bai S. Boluda Benoît Delatour L. Stimmer Daniel Racoceanu Gabriel Jimenez Guanghui Fu 58 0 0 08 May 2025
GaMNet: A Hybrid Network with Gabor Fusion and NMamba for Efficient 3D Glioma Segmentation Chengwei Ye H. Zhang Yufei Lin Kangsheng Wang Linuo Xu Shuyan Liu MedIm 136 0 0 08 May 2025
OXSeg: Multidimensional attention UNet-based lip segmentation using semi-supervised lip contours Hanie Moghaddasi Christina Chambers Sarah N. Mattson Jeffrey R. Wozniak Claire D. Coles Raja Mukherjee Michael Suttie 34 0 0 08 May 2025
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging Sifan Song Siyeop Yoon Pengfei Jin Sekeun Kim Matthew Tivnan ... Zhiliang Lyu Dufan Wu Ning Guo Xiang Li Quanzheng Li OOD ViT 64 0 0 08 May 2025
Tetrahedron-Net for Medical Image Registration Jinhai Xiang Shuai Guo Qianru Han Dantong Shi Xinwei He Xiang Bai 3DV 52 0 0 07 May 2025
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification Ting Yu Tsai An Yu Meghana Spurthi Maadugundu Ishrat Jahan Mohima Umme Habiba Barsha Mei-Hwa F. Chen Balakrishnan Prabhakaran Ming-Ching Chang 29 0 0 05 May 2025
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement Haofan Wu Yin Huang Yuqing Wu Qiuyu Yang Bingfang Wang ... Abdul Fattah Memon Daizong Ji Y. Zhang Ghulam Mustafa Yin Fang MedIm 28 0 0 03 May 2025
Predicting Stress in Two-phase Random Materials and Super-Resolution Method for Stress Images by Embedding Physical Information Tengfei Xing Xiaodan Ren Jie Li 38 1 0 26 Apr 2025
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation Rayan Merghani Ahmed Adnan Iltaf Mohamed Elmanna Gang Zhao Hongliang Li Yue Du Bin Li Shoujun Zhou 131 0 0 07 Apr 2025
DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation Jutika Borah H. Singh MedIm 45 0 0 14 Mar 2025
MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation Anzhe Cheng Chenzhong Yin Yu Chang Heng Ping Shixuan Li Shahin Nazarian Paul Bogdan SSeg 86 0 0 11 Mar 2025
X-GAN: A Generative AI-Powered Unsupervised Model for High-Precision Segmentation of Retinal Main Vessels toward Early Detection of Glaucoma Cheng Huang Weizheng Xie Tsengdar Lee Jui-Kai Wang Karanjit S Kooner Jia Zhang 129 1 0 09 Mar 2025
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data Cecilia Diana-Albelda Roberto Alcover-Couso Álvaro García-Martín Jesús Bescós Marcos Escudero-Viñolo 42 1 0 06 Mar 2025
ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion Segmentation Saqib Qamar Syed Furqan Qadri Roobaea Alroobaea Majed Alsafyani Abdullah M. Baqasah ViT MedIm 91 0 0 05 Mar 2025
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Boqian Wu Q. Xiao Shiwei Liu Lu Yin Mykola Pechenizkiy D. Mocanu M. V. Keulen Elena Mocanu MedIm 53 4 0 20 Feb 2025
3D Reconstruction of Shoes for Augmented Reality Pratik Shrestha Sujan Kapali Swikar Gautam Vishal Pokharel Santosh Giri 54 0 0 29 Jan 2025
Progressive Cross Attention Network for Flood Segmentation using Multispectral Satellite Imagery Vicky Feliren Fithrothul Khikmah Irfan Dwiki Bhaswara Bahrul I. Nasution Alex M. Lechner Muhamad Risqi U. Saputra 39 2 0 21 Jan 2025
OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation Shun Zou Zhuo Zhang Guangwei Gao Mamba 94 1 0 03 Jan 2025
CNNtention: Can CNNs do better with Attention? Julian Glattki Nikhil Kapila Tejas Rathi 62 0 0 31 Dec 2024
Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments Mingjian Li Mingyuan Meng Shuchang Ye David Dagan Feng Lei Bi Jinman Kim 84 0 0 18 Dec 2024
Enhancing frozen histological section images using permanent-section-guided deep learning with nuclei attention Elad Yoshai Gil Goldinger M. Haifler N. Shaked MedIm 33 0 0 10 Nov 2024
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image Segmentation Sadjad Rezvani Mansoor Fateh Yeganeh Jalali Amirreza Fateh MedIm 25 9 0 21 Oct 2024
Large Vision Model-Enhanced Digital Twin with Deep Reinforcement Learning for User Association and Load Balancing in Dynamic Wireless Networks Zhenyu Tao Wei Xu Xiaohu You 34 1 0 10 Oct 2024
Large Scale MRI Collection and Segmentation of Cirrhotic Liver Debesh Jha Onkar Susladkar Vandan Gorade Elif Keles M. Antalek ... Daniela Ladner Amir Borhani A. Medetalibeyoğlu Gorkem Durak Ulas Bagci 49 2 0 06 Oct 2024
ECHOPulse: ECG controlled echocardio-grams video generation Yiwei Li Sekeun Kim Zihao Wu Hanqi Jiang Yi Pan ... Sifan Song Yucheng Shi Tianming Liu Quanzheng Li Xiang Li VGen 29 1 0 04 Oct 2024
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance Shun Zou Mingya Zhang Bingjian Fan Zhengyi Zhou Xiuguo Zou Mamba 29 3 0 17 Sep 2024
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT Doyoung Park Jinsoo Kim Qi Chang S. Leng Liang Zhong L. Baskaran 25 1 0 11 Sep 2024
Attention-Based Efficient Breath Sound Removal in Studio Audio Recordings Nidula Elgiriyewithana N. D. Kodikara 19 1 0 08 Sep 2024
UAV (Unmanned Aerial Vehicles): Diverse Applications of UAV Datasets in Segmentation, Classification, Detection, and Tracking Md. Mahfuzur Rahman Sunzida Siddique Marufa Kamal Rakib Hossain Rifat Kishor Datta Gupta AI4TS 31 0 0 05 Sep 2024
TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation Bobby Azad Pourya Adibfar Kaiqun Fu ViT MedIm 24 0 0 03 Sep 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation Fuchen Zheng Xuhang Chen Weihuang Liu Haolun Li Yingtie Lei Jiahui He Chi-Man Pun Shounjun Zhou MedIm 29 12 0 31 Aug 2024
Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation Hui Liu Chen Jia Fan Shi Xu Cheng Mianzhao Wang Shengyong Chen 40 1 0 23 Aug 2024
Integrating Edge Information into Ground Truth for the Segmentation of the Optic Disc and Cup from Fundus Images Yoga Sri Varshan V Hitesh Gupta Kattamuri Subin Sahayam Umarani Jayaraman 37 0 0 09 Aug 2024
Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach Alireza Saber Pouria Parhami Alimihammad Siahkarzadeh Amirreza Fateh Amirreza Fateh ViT MedIm 48 9 0 08 Aug 2024
Adaptive Mix for Semi-Supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Junming Su Jinzhu Yang Osmar R. Zaiane 46 0 0 31 Jul 2024
Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game Shrajan Bhandary Dejan Kuhn Z. Babaiee T. Fechter S. Spohn C. Zamboglou Anca-Ligia Grosu Radu Grosu 40 1 0 15 Jul 2024
Let Me DeCode You: Decoder Conditioning with Tabular Data Tomasz Szczepañski Michal K. Grzeszczyk Szymon Płotka Arleta Adamowicz Piotr Fudalej Przemysław Korzeniowski Tomasz Trzciñski Arkadiusz Sitek AI4CE 37 1 0 12 Jul 2024
Brain Tumor Segmentation in MRI Images with 3D U-Net and Contextual Transformer Thien-Qua T. Nguyen Hieu-Nghia Nguyen Thanh-Hieu Bui Thien B. Nguyen-Tat V. M. Ngo ViT MedIm 25 1 0 11 Jul 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen Chaotao Ding Lanyun Zhu Tao Xu Deyi Ji Yan Wang Ying-Dong Zang Z. Li MedIm Mamba 52 13 0 01 Jul 2024
Kolmogorov-Arnold Convolutions: Design Principles and Empirical Studies Ivan Drokin 45 19 0 01 Jul 2024
GAPNet: Granularity Attention Network with Anatomy-Prior-Constraint for Carotid Artery Segmentation Lin Zhang Chenggang Lu Xin-yang Shi Caifeng Shan Jiong Zhang Da Chen Laurent D. Cohen 39 0 0 27 Jun 2024
Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation Sheng Zhang Yang Nan Yingying Fang Shiyi Wang Xiaodan Xing Zhifan Gao Guang Yang MedIm 35 0 0 23 Jun 2024
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation Pengfei Gu Yejia Zhang Huimin Li Chaoli Wang D. Z. Chen MedIm 63 1 0 15 Jun 2024
Spatial-aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical Image Zerui Zhang Zhichao Sun Zelong Liu Bo Du Rui Yu Zhou Zhao Yongchao Xu GAN MedIm 41 3 0 21 May 2024
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation Xiaolu Kang Zhuoqi Ma Kang Liu Yunan Li Qiguang Miao 42 3 0 18 May 2024
Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images Fatema Tuj Johora Faria Mukaffi Bin Moin Pronay Debnath Asif Iftekher Fahim Faisal Muhammad Shah 23 1 0 12 May 2024
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation Debesh Jha Nikhil Kumar Tomar Koushik Biswas Gorkem Durak M. Antalek ... A. Medetalibeyoğlu Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci MedIm 27 1 0 10 May 2024
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models Song Mei 3DV AI4CE DiffM 41 11 0 29 Apr 2024
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging F. Bougourzi Fadi Dornaika Abdelmalik Taleb-Ahmed Vinh Truong Hoang MedIm ViT 39 2 0 28 Apr 2024