Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection

29 March 2022

Arshi Parvaiz

Muhammad Anwaar Khalid

Papers citing "Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection"

24 / 24 papers shown

Title
The Eye as a Window to Systemic Health: A Survey of Retinal Imaging from Classical Techniques to Oculomics Inamullah Imran Razzak Shoaib Jameel 35 0 0 06 May 2025
SCFormer: Structured Channel-wise Transformer with Cumulative Historical State for Multivariate Time Series Forecasting Shiwei Guo Z. Chen Yupeng Ma Yunfei Han Yi Wang AI4TS 145 0 0 05 May 2025
ConvShareViT: Enhancing Vision Transformers with Convolutional Attention Mechanisms for Free-Space Optical Accelerators Riad Ibadulla Thomas M. Chen C. Reyes-Aldasoro ViT 29 0 0 15 Apr 2025
Enhanced Pediatric Dental Segmentation Using a Custom SegUNet with VGG19 Backbone on Panoramic Radiographs Md Ohiduzzaman Ovi Maliha Sanjana Fahad Fahad Mahjabin Runa Zarin Tasnim Rothy Tanmoy Sarkar Pias A.M. Tayeful Islam Rumman Ahmed Prodhan 41 0 0 08 Mar 2025
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Yanlin Wu Tao Li Zhihong Wang Hong Kang Along He ViT MedIm 36 1 0 23 Sep 2024
Optimizing Multi-Stuttered Speech Classification: Leveraging Whisper's Encoder for Efficient Parameter Reduction in Automated Assessment Huma Ameer Seemab Latif Iram Tariq Bhatti 38 1 0 09 Jun 2024
Kernel Alignment for Unsupervised Feature Selection via Matrix Factorization Ziyuan Lin Deanna Needell 35 0 0 13 Mar 2024
Multi-Granularity Framework for Unsupervised Representation Learning of Time Series Chengyang Ye Qiang Ma AI4TS 13 0 0 12 Dec 2023
An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports Ethan Dack Lorenzo Brigato Matthew McMurray Matthias Fontanellaz Thomas Frauenfelder ... Thomas Geiser M. Funke-Chambour Andreas Christe L. Ebner S. Mougiakakou 22 2 0 04 Sep 2023
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers Tobias Christian Nauen Sebastián M. Palacio Federico Raue Andreas Dengel 42 3 0 18 Aug 2023
Is attention all you need in medical image analysis? A review G. Papanastasiou Nikolaos Dikaios Jiahao Huang Chengjia Wang Guang Yang ViT MedIm 25 23 0 24 Jul 2023
A Comprehensive Analysis of Blockchain Applications for Securing Computer Vision Systems M. Ramalingam C. Selvi Nancy Victor Rajeswari Chengoden S. Bhattacharya ... Duehee Lee Md. Jalil Piran Neelu Khare Gokul Yenduri Thippa Reddy Gadekallu 26 7 0 13 Jul 2023
Multimodal Sentiment Analysis: A Survey Songning Lai Xifeng Hu Hao Xu Zhaoxia Ren Zhi Liu 39 31 0 12 May 2023
Vision Transformers in Medical Imaging: A Review Emerald U. Henry Onyeka Emebob C. Omonhinmin ViT MedIm 24 34 0 18 Nov 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 42 56 0 13 Aug 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 21 20 0 02 Jun 2022
COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning Hayden Gunraj A. Sabri D. Koff A. Wong 68 98 0 19 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,430 0 04 Jan 2021
CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images Yanning Zhou S. Graham Navid Alemi Koohbanani Muhammad Shaban Pheng-Ann Heng Nasir M. Rajpoot MedIm 27 173 0 03 Sep 2019
Neural Baby Talk Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh VLM 200 434 0 27 Mar 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 295 10,618 0 19 Feb 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015