A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports

3 September 2020

Papers citing "A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports"

14 / 14 papers shown

Title
Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation Wenting Chen Jie Liu Yixuan Yuan VLM 39 3 0 20 May 2023
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Zhihong Chen Shizhe Diao Benyou Wang Guanbin Li Xiang Wan MedIm 22 29 0 17 Feb 2023
A Comparative Study of Pretrained Language Models for Long Clinical Text Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo LM&MA ELM VLM MedIm 26 79 0 27 Jan 2023
AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease Chengsheng Mao Jie Xu Luke Rasmussen Yikuan Li P. Adekkanattu ... R. Vassar Guoqian Jiang Fei Wang Jyotishman Pathak Yuan Luo 19 6 0 07 Nov 2022
The Ability of Image-Language Explainable Models to Resemble Domain Expertise P. Werner Anna Zapaishchykova Ujjwal Ratan 48 2 0 19 Sep 2022
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images Nasir Hayat Krzysztof J. Geras Farah E. Shamout MedIm 24 40 0 14 Jul 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 60 527 0 13 Jun 2022
Multimodal Machine Learning in Precision Health Adrienne S. Kline Hanyin Wang Yikuan Li Saya Dennis M. Hutch Zhenxing Xu Fei Wang F. Cheng Yuan Luo 24 15 0 10 Apr 2022
Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography Classification Yash-yee Logan Kiran Kokilepersaud Gukyeong Kwon Ghassan Al-Regib C. Wykoff Hannah J. Yu 19 8 0 20 Mar 2022
Indication as Prior Knowledge for Multimodal Disease Classification in Chest Radiographs with Transformers Grzegorz Jacenków Alison Q. OÑeil Sotirios A. Tsaftaris ViT MedIm 17 23 0 12 Feb 2022
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives Ziyi Liu Jiaqi Zhang Yongshuai Hou Xinran Zhang Ge Li Yang Xiang 19 14 0 09 Nov 2021
Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment Zhanghexuan Ji Mohammad Abuzar Shaikh Dana Moukheiber S. Srihari Yifan Peng Mingchen Gao SSL 14 20 0 04 Sep 2021
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
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 152 1,464 0 06 Jun 2016