Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment

4 September 2021

Zhanghexuan Ji

Mohammad Abuzar Shaikh

Papers citing "Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment"

23 / 23 papers shown

Title
Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Sara Ketabi Dhanesh Ramachandram 65 0 0 23 May 2025
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography Yuexi Du John Onofrey Nicha Dvornek VLM 99 2 0 26 Sep 2024
Attention based Writer Independent Handwriting Verification Mohammad Abuzar Shaikh Tiehang Duan Mihir Chauhan S. Srihari 73 17 0 07 Sep 2020
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports Yikuan Li Hanyin Wang Yuan Luo 55 66 0 03 Sep 2020
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment Geeticka Chauhan Ruizhi Liao W. Wells Jacob Andreas Xin Wang Seth Berkowitz Steven Horng Peter Szolovits Polina Golland MedIm 74 53 0 22 Aug 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 568 42,677 0 03 Dec 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 211 906 0 16 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 155 1,967 0 09 Aug 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 208 1,988 0 06 Apr 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing Mark Neumann Daniel King Iz Beltagy Bridger Waleed Ammar 89 687 0 20 Feb 2019
MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs Alistair E. W. Johnson Tom Pollard Nathaniel R. Greenbaum M. Lungren Chih-ying Deng Yifan Peng Zhiyong Lu R. Mark Seth Berkowitz Steven Horng MedIm 104 821 0 21 Jan 2019
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison Jeremy Irvin Pranav Rajpurkar M. Ko Yifan Yu Silviana Ciurea-Ilcus ... D. Larson C. Langlotz Bhavik Patel M. Lungren A. Ng 118 2,605 0 21 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 64 338 0 21 May 2018
TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu Ronald M. Summers MedIm 74 468 0 12 Jan 2018
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He GAN ViT 120 1,722 0 28 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 808 132,725 0 12 Jun 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 124 1,886 0 07 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 154 5,595 0 07 Dec 2014
From Captions to Visual Concepts and Back Hao Fang Saurabh Gupta F. Iandola R. Srivastava Li Deng ... Xiaodong He Margaret Mitchell John C. Platt C. L. Zitnick Geoffrey Zweig VLM 131 1,312 0 18 Nov 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 648 13,438 0 25 Aug 2014