TransMed: Transformers Advance Multi-modal Medical Image Classification

TransMed: Transformers Advance Multi-modal Medical Image Classification

10 March 2021

Papers citing "TransMed: Transformers Advance Multi-modal Medical Image Classification"

13 / 63 papers shown

Title
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang D. Shen ViT MedIm 20 254 0 24 Feb 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 106 663 0 24 Jan 2022
Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are? I. Sobirov Otabek Nazarov Hussain Alasmawi Mohammad Yaqub ViT MedIm 25 11 0 17 Jan 2022
MutualFormer: Multi-Modality Representation Learning via Cross-Diffusion Attention Xixi Wang Xiao Wang Bo Jiang Jin Tang Bin Luo ViT 24 7 0 02 Dec 2021
AI assisted method for efficiently generating breast ultrasound screening reports Shuang Ge Qiongyu Ye Wenquan Xie Desheng Sun Huabin Zhang Xiaobo Zhou Kehong Yuan 20 3 0 28 Jul 2021
ResViT: Residual vision transformers for multi-modal medical image synthesis Onat Dalmaz Mahmut Yurt Tolga Çukur ViT MedIm 32 338 0 30 Jun 2021
Multi-Modal Transformer for Accelerated MR Imaging Chun-Mei Feng Yu-bao Yan Geng Chen Yong Xu Ling Shao H. Fu MedIm ViT 29 104 0 27 Jun 2021
More than Encoder: Introducing Transformer Decoder to Upsample Yijiang Li Wentian Cai Ying Gao Chengming Li Xiping Hu ViT MedIm 27 51 0 20 Jun 2021
GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathological Image Detection Hao Chen Chen Li Ge Wang Xirong Li M. Rahaman ... Yixin Li Wanli Liu Changhao Sun Shiliang Ai M. Grzegorzek ViT MedIm 26 182 0 29 Apr 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 272 979 0 27 Jan 2021
Dynamic radiomics: a new methodology to extract quantitative time-related features from tomographic images Fengying Che Ruichuan Shi Jian Wu Haoran Li Shuqin Li Weixing Chen Hao Zhang Zhi Li Xiaoyu Cui MedIm 9 7 0 01 Nov 2020
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction Changhee Han L. Rundo K. Murao T. Noguchi Yuki Shimahara Z. '. Milacski S. Koshino Evis Sala Hideki Nakayama Shinichi Satoh MedIm 86 159 0 24 Jul 2020
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 135 426 0 09 Mar 2020