Recent Progress in Transformer-based Medical Image Analysis

13 August 2022

Papers citing "Recent Progress in Transformer-based Medical Image Analysis"

25 / 25 papers shown

Title
Advancing Efficient Brain Tumor Multi-Class Classification -- New Insights from the Vision Mamba Model in Transfer Learning Yinyi Lai Anbo Cao Yuan Gao Jiaqi Shang Zongyu Li Jia Guo Mamba 24 1 0 29 Oct 2024
Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective Xiaolan Chen Ruoyu Chen Pusheng Xu Weiyi Zhang Xianwen Shang M. He Danli Shi 19 1 0 22 Oct 2024
Enhancing Skin Disease Classification Leveraging Transformer-based Deep Learning Architectures and Explainable AI Jayanth Mohan Arrun Sivasubramanian V. Sowmya Ravi Vinayakumar MedIm 19 2 0 20 Jul 2024
Segmenting Medical Images with Limited Data Zhaoshan Liua Qiujie Lv Chau Hung Lee L. Shen 33 11 0 12 Jul 2024
A Comparative Study of CNN, ResNet, and Vision Transformers for Multi-Classification of Chest Diseases Ananya Jain Aviral Bhardwaj Kaushik Murali Isha Surani 18 8 0 31 May 2024
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks Fangshuo Liao Md Tahmid Rahman Laskar Cruz Barnum Jimmy X. Huang AI4MH LM&MA 25 67 0 06 Oct 2023
MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis Zhaoshan Liu Qiujie Lv Yifan Li Ziduo Yang Leizhao Shen MedIm 24 11 0 30 Jun 2023
Transformer based multiple instance learning for weakly supervised histopathology image segmentation Ziniu Qian K. Li M. Lai E. Chang Bingzheng Wei Yubo Fan Yan Xu ViT MedIm 42 39 0 18 May 2022
GSDA: Generative Adversarial Network-based Semi-Supervised Data Augmentation for Ultrasound Image Classification Zhaoshan Liu Qiujie Lv Chau Hung Lee Leizhao Shen MedIm GAN 11 5 0 11 Mar 2022
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 161 634 0 27 Oct 2021
Fine-grained style control in Transformer-based Text-to-speech Synthesis Li-Wei Chen Alexander I. Rudnicky 80 29 0 12 Oct 2021
BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation Qiran Jia Hai Shu ViT MedIm 88 68 0 25 Sep 2021
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaiane MedIm ViT 121 692 0 09 Sep 2021
Oriented R-CNN for Object Detection Xingxing Xie Gong Cheng Jiabao Wang Xiwen Yao Junwei Han ObjD 112 664 0 12 Aug 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 267 955 0 27 Jan 2021
Explaining the Black-box Smoothly- A Counterfactual Approach Junyu Chen Yong Du Yufan He W. Paul Segars Ye Li MedIm FAtt 63 83 0 11 Jan 2021
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition Yangyang Shi Yongqiang Wang Chunyang Wu Ching-Feng Yeh Julian Chan Frank Zhang Duc Le M. Seltzer 49 168 0 21 Oct 2020
PanNuke Dataset Extension, Insights and Baselines Jevgenij Gamper Navid Alemi Koohbanani Ksenija Benes S. Graham Mostafa Jahanifar S. Khurram A. Azam K. Hewitt Nasir M. Rajpoot 106 171 0 24 Mar 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 53 197 0 20 Mar 2020
HarDNet: A Low Memory Traffic Network P. Chao Chao-Yang Kao Yunxing Ruan Chien-Hsiang Huang Y. Lin 193 263 0 03 Sep 2019
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 196 1,358 0 06 Jun 2016