Is attention all you need in medical image analysis? A review

Is attention all you need in medical image analysis? A review

24 July 2023

G. Papanastasiou

Nikolaos Dikaios

Jiahao Huang

Guang Yang

Papers citing "Is attention all you need in medical image analysis? A review"

11 / 11 papers shown

Title
Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal Xiangyu Li Wanshu Fan Yue Shen C. Wang Wei-Qun Wang X. Yang Qiang Zhang D. Zhou 53 0 0 20 Mar 2025
HC $^3$ L-Diff: Hybrid conditional latent diffusion with high frequency enhancement for CBCT-to-CT synthesis Shi Yin Hongqi Tan Li Ming Chong Haofeng Liu Hui Liu Kang Hao Lee Jeffrey Kit Loong Tuan Dean Ho Yueming Jin DiffM MedIm 23 0 0 03 Nov 2024
SeLoRA: Self-Expanding Low-Rank Adaptation of Latent Diffusion Model for Medical Image Synthesis Yuchen Mao Hongwei Bran Li Wei Pang G. Papanastasiou G. Yang Chengjia Wang MedIm 39 2 0 13 Aug 2024
Advancing oncology with federated learning: transcending boundaries in breast, lung, and prostate cancer. A systematic review A. Ankolekar S. Boie M. Abdollahyan E. Gadaleta S. A. Hasheminasab ... M. Bussmann S. Khalid H. Kruger Philippe Lambin G. Papanastasiou AI4CE 19 1 0 08 Aug 2024
Pick of the Bunch: Detecting Infrared Small Targets Beyond Hit-Miss Trade-Offs via Selective Rank-Aware Attention Yimian Dai Peiwen Pan Yulei Qian Yuxuan Li Xiang Li Jian Yang Huan Wan 18 8 0 07 Aug 2024
MTS-Net: Dual-Enhanced Positional Multi-Head Self-Attention for 3D CT Diagnosis of May-Thurner Syndrome Yixin Huang Yiqi Jin Ke Tao Kaijian Xia Jianfeng Gu Lei Yu Lan Du Cunjian Chen 25 0 0 07 Jun 2024
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics Francesco Prinzi C. Militello Calogero Zarcaro T. Bartolotta Salvatore Gaglio Salvatore Vitabile 16 1 0 26 Apr 2024
From Explainable to Interpretable Deep Learning for Natural Language Processing in Healthcare: How Far from Reality? Guangming Huang Yingya Li Shoaib Jameel Yunfei Long G. Papanastasiou 26 16 0 18 Mar 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 38 44 0 23 Feb 2024
ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports Katharina Jeblick B. Schachtner Jakob Dexl Andreas Mittermeier Anna Theresa Stüber ... Tobias Weber Philipp Wesp B. Sabel J. Ricke Michael Ingrisch LM&MA MedIm 105 373 0 30 Dec 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan H. Fu ViT LM&MA MedIm 106 660 0 24 Jan 2022