Representative Image Feature Extraction via Contrastive Learning
Pretraining for Chest X-ray Report Generation

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Representative Image Feature Extraction via Contrastive Learning Pretraining for Chest X-ray Report Generation

4 September 2022

Yu-Jen Chen

Wei-Hsiang Shen

Chin-Tung Cheng

ArXiv (abs)PDF HTML

Papers citing "Representative Image Feature Extraction via Contrastive Learning Pretraining for Chest X-ray Report Generation"

15 / 15 papers shown

Title
Contrastive Attention for Automatic Chest X-ray Report Generation Fenglin Liu Changchang Yin Xian Wu Shen Ge Yuexian Zou Ping Zhang Yuexian Zou Xu Sun MedIm 66 151 0 13 Jun 2021
Generating Radiology Reports via Memory-driven Transformer Zhihong Chen Yan Song Tsung-Hui Chang Xiang Wan MedIm 72 481 0 30 Oct 2020
Chest X-ray Report Generation through Fine-Grained Label Learning Tanveer Syeda-Mahmood Ken C. L. Wong Yaniv Gur Joy T. Wu A. Jadhav ... A. Pillai Arjun Sharma A. Syed Orest Boyko Mehdi Moradi 87 47 0 27 Jul 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 387 18,866 0 13 Feb 2020
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 108 1,458 0 04 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 213 12,124 0 13 Nov 2019
Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment Jianbo Yuan Haofu Liao R. Luo Jiebo Luo MedIm 78 194 0 22 Jul 2019
Vispi: Automatic Visual Perception and Interpretation of Chest X-rays X. Li Rui Cao D. Zhu 38 20 0 12 Jun 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 98 820 0 21 Jan 2019
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 52 335 0 21 May 2018
On the Automatic Generation of Medical Imaging Reports Baoyu Jing P. Xie Eric Xing MedIm 88 515 0 22 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 787 132,454 0 12 Jun 2017
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 130 1,454 0 06 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 109 1,890 0 02 Dec 2016
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation Hoo-Chang Shin Kirk Roberts Le Lu Dina Demner-Fushman Jianhua Yao Ronald M. Summers 62 349 0 28 Mar 2016

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