Title
Texture-Aware StarGAN for CT data harmonisation Francesco Di Feola Ludovica Pompilio Cecilia Assolito V. Guarrasi Paolo Soda MedIm 34 0 0 19 Mar 2025
Revisiting Medical Image Retrieval via Knowledge Consolidation Yang Nan Huichi Zhou Xiaodan Xing G. Papanastasiou Lei Zhu Zhifan Gao Alejandro F Fangi G. Yang 29 0 0 12 Mar 2025
Beyond the Hype: A dispassionate look at vision-language models in medical scenario Yang Nan Huichi Zhou Xiaodan Xing Guang Yang 37 3 0 16 Aug 2024
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge Yang Nan Xiaodan Xing Shiyi Wang Zeyu Tang F. Felder ... Abdul Qayyum Moona Mazher Athol Wells Simon Walsh Guang Yang AI4CE 20 14 0 21 Dec 2023
Domain Generalization for Medical Image Analysis: A Survey Jee Seok Yoon Kwanseok Oh Yooseung Shin Maciej A Mazurowski Heung-Il Suk LM&MA OOD 20 4 0 05 Oct 2023
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare Karim Lekadir Aasa Feragen Abdul Joseph Fofanah Alejandro F Frangi Alena Buyx ... Yi Zeng Yunusa G Mohammed Yves Saint James Aquino Zohaib Salahuddin M. P. Starmans AI4TS 19 37 0 11 Aug 2023
Fast MRI Reconstruction via Edge Attention Hanhui Yang Juncheng Li L. Lui Shihui Ying Jun Shi T. Zeng 10 3 0 22 Apr 2023
Bridging Synthetic and Real Images: a Transferable and Multiple Consistency aided Fundus Image Enhancement Framework Erjian Guo H. Fu Luping Zhou Dong Xu MedIm 11 11 0 23 Feb 2023
3D Brain and Heart Volume Generative Models: A Survey Yanbin Liu Girish Dwivedi F. Boussaïd Bennamoun MedIm AI4CE 8 6 0 12 Oct 2022
High-Frequency Space Diffusion Models for Accelerated MRI Chentao Cao Zhuoxu Cui Yue Wang Shaonan Liu Taijin Chen Hairong Zheng Dong Liang Yanjie Zhu DiffM MedIm 17 48 0 10 Aug 2022
Large-Kernel Attention for 3D Medical Image Segmentation Hao Li Yang Nan Javier Del Ser Guang Yang MedIm 16 22 0 19 Jul 2022
Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives Hao Li Zeyu Tang Yang Nan Guang Yang 15 25 0 12 Jul 2022
TabText: A Flexible and Contextual Approach to Tabular Data Representation Kimberly Villalobos Carballo Liangyuan Na Yu Ma L. Boussioux C. Zeng L. Soenksen Dimitris Bertsimas LMTD 25 7 0 21 Jun 2022
Federated Multi-organ Segmentation with Inconsistent Labels Xuanang Xu H. Deng J. Gateno Pingkun Yan FedML 21 21 0 14 Jun 2022
Brain tumour segmentation with incomplete imaging data James K. Ruffle Samia Mohinta Robert J. Gray H. Hyare P. Nachev 11 8 0 13 Jun 2022
Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers Jiahao Huang Yingying Fang Yang Nan Huanjun Wu Yinzhe Wu ... Zidong Wang Pietro Lio' Daniel Rueckert Yonina C. Eldar Guang Yang OOD MedIm 17 3 0 01 Apr 2022
Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review C. Cui Haichun Yang Yaohong Wang Shilin Zhao Zuhayr Asad Lori A. Coburn K. Wilson Bennett A. Landman Yuankai Huo 10 93 0 25 Mar 2022
Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis Weina Jin Xiaoxiao Li M. Fatehi Ghassan Hamarneh ELM XAI 31 60 0 16 Feb 2022
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization Mengwei Ren Neel Dey J. Fishbaugh Guido Gerig MedIm 87 38 0 11 Feb 2021
Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond Guang Yang Qinghao Ye Jun Xia 83 478 0 03 Feb 2021