Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation

25 March 2019

Xiaodan Liang

Papers citing "Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation"

50 / 106 papers shown

Title
Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation Yaowei Li Bang-ju Yang Xuxin Cheng Zhihong Zhu Hongxiang Li Yuexian Zou 73 33 0 28 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Shafiq Joty 129 88 0 20 Mar 2023
Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation Mingjie Li Bingqian Lin Zicong Chen Haokun Lin Xiaodan Liang Xiaojun Chang MedIm 82 117 0 18 Mar 2023
Leveraging Summary Guidance on Medical Report Summarization Yunqi Zhu Xuebing Yang Yuanyuan Wu Wensheng Zhang 55 11 0 08 Feb 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad Amirhossein Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 118 187 0 09 Jan 2023
On the Importance of Image Encoding in Automated Chest X-Ray Report Generation Otabek Nazarov Mohammad Yaqub Karthik Nandakumar MedIm 54 3 0 24 Nov 2022
Self adaptive global-local feature enhancement for radiology report generation Yuhao Wang Kai Wang Xiaohong Liu Tianrun Gao Jingyue Zhang Guangyu Wang MedIm 63 15 0 21 Nov 2022
DeltaNet:Conditional Medical Report Generation for COVID-19 Diagnosis Xian Wu Shuxin Yang Zhaopeng Qiu Shen Ge Yangtian Yan Xingwang Wu Yefeng Zheng S. Kevin Zhou Li Xiao MedIm 81 21 0 12 Nov 2022
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation Jun Wang A. Bhalerao Terry Yin Simon See Yulan He MedIm 80 18 0 02 Nov 2022
Cross-modal Prototype Driven Network for Radiology Report Generation Jun Wang A. Bhalerao Yulan He MedIm 171 77 0 11 Jul 2022
Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation Sixing Yan William K. Cheung Keith W H Chiu Terence M. Tong Charles K. Cheung Simon See MedIm 87 17 0 04 Jul 2022
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models Shibo Hao Bowen Tan Kaiwen Tang Bin Ni Xiyan Shao Hengzhe Zhang Eric Xing Zhiting Hu 106 27 0 28 Jun 2022
Competence-based Multimodal Curriculum Learning for Medical Report Generation Fenglin Liu Shen Ge Yuexian Zou Xian Wu MedIm 146 140 0 24 Jun 2022
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation Mingjie Li Wenjia Cai Karin Verspoor Shirui Pan Xiaodan Liang Xiaojun Chang MedIm 88 38 0 04 Jun 2022
AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation Di You Fenglin Liu Shen Ge Xiaoxia Xie Jing Zhang Xian Wu ViT MedIm 138 113 0 18 Mar 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 195 709 0 24 Jan 2022
Prior Knowledge Enhances Radiology Report Generation Song Wang Liyan Tang Mingquan Lin George Shih Ying Ding Yifan Peng MedIm 63 24 0 11 Jan 2022
Radiology Report Generation with a Learned Knowledge Base and Multi-modal Alignment Shuxin Yang Xian Wu Shen Ge S.Kevin Zhou Li Xiao MedIm 68 97 0 30 Dec 2021
Knowledge Matters: Radiology Report Generation with General and Specific Knowledge Shuxin Yang Xian Wu Shen Ge S.Kevin Zhou Li Xiao MedIm 91 119 0 30 Dec 2021
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation Fenglin Liu Chenyu You Xian Wu Shen Ge Sheng Wang Xu Sun MedIm 141 94 0 08 Nov 2021
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation An Yan Zexue He Xing Lu Jingfeng Du E. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 176 65 0 25 Sep 2021
Graphine: A Dataset for Graph-aware Terminology Definition Generation Zequn Liu Shukai Wang Yiyang Gu Ruiyi Zhang Ming Zhang Sheng Wang MedIm 95 14 0 09 Sep 2021
$Automated Generation of Accurate \& Fluent Medical X-ray Reports$ Automated Generation of Accurate \& Fluent Medical X-ray Reports Hoang T.N. Nguyen Dong Nie Taivanbat Badamdorj Yujie Liu Yingying Zhu J. Truong Li Cheng MedIm LM&MA 73 40 0 27 Aug 2021
Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning Guangyi Liu Yinghong Liao Fuyu Wang Bin Zhang Lu Zhang ... Xiang Wan Shaolin Li Zhen Li Shuixing Zhang Shuguang Cui 114 58 0 11 Aug 2021
Explainable artificial intelligence (XAI) in deep learning-based medical image analysis Bas H. M. van der Velden Hugo J. Kuijf K. Gilhuijs M. Viergever XAI 106 676 0 22 Jul 2021
RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting Benjamin Hou Georgios Kaissis Ronald M. Summers Bernhard Kainz ViT LM&MA MedIm 83 51 0 05 Jul 2021
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 132 153 0 13 Jun 2021
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation Fenglin Liu Xian Wu Shen Ge Wei Fan Yuexian Zou MedIm 111 261 0 13 Jun 2021
Longer Version for "Deep Context-Encoding Network for Retinal Image Captioning" Jia-Hong Huang Ting-Wei Wu Chao-Han Huck Yang Marcel Worring MedIm 66 29 0 30 May 2021
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation Xingyi Yang Muchao Ye Quanzeng You Fenglong Ma MedIm 57 38 0 25 May 2021
A Data-Centric Framework for Composable NLP Workflows Zhengzhong Liu Guanxiong Ding Avinash Bukkittu Mansi Gupta Pengzhi Gao ... Haoying Zhang Xiaodan Liang Teruko Mitamura Eric Xing Zhiting Hu 42 6 0 02 Mar 2021
Meta-Path-Free Representation Learning on Heterogeneous Networks Jie M. Zhang Jinru Ding Suyuan Liu Hongyan Wu 21 1 0 16 Feb 2021
GTAE: Graph-Transformer based Auto-Encoders for Linguistic-Constrained Text Style Transfer Yukai Shi Sen Zhang Chenxing Zhou Xiaodan Liang Xiaojun Yang Liang Lin 66 8 0 01 Feb 2021
Cross Chest Graph for Disease Diagnosis with Structural Relational Reasoning Gangming Zhao Ba Qi Jinpeng Li 39 7 0 22 Jan 2021
Diagnostic Captioning: A Survey John Pavlopoulos Vasiliki Kougia Ion Androutsopoulos D. Papamichail 3DV MedIm 155 29 0 18 Jan 2021
Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition Fuyu Wang Xiaodan Liang Lin Xu Liang Lin MedIm 72 27 0 09 Jan 2021
Inspecting state of the art performance and NLP metrics in image-based medical report generation Pablo Pino Denis Parra Pablo Messina Cecilia Besa S. Uribe MedIm LM&MA 69 8 0 18 Nov 2020
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation Jia-Hong Huang Chao-Han Huck Yang Fangyu Liu Meng Tian Yi-Chieh Liu ... Kang Wang Hiromasa Morikawa Hernghua Chang Jesper N. Tegnér M. Worring MedIm 58 48 0 01 Nov 2020
Generating Radiology Reports via Memory-driven Transformer Zhihong Chen Yan Song Tsung-Hui Chang Xiang Wan MedIm 76 486 0 30 Oct 2020
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images Pablo Messina Pablo Pino Denis Parra Alvaro Soto Cecilia Besa S. Uribe Marcelo andía C. Tejos Claudia Prieto Daniel Capurro MedIm 125 65 0 20 Oct 2020
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays Jianmo Ni Chun-Nan Hsu Amilcare Gentili Julian McAuley MedIm 76 30 0 06 Oct 2020
Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs C. Seibold Jens Kleesiek H. Schlemmer Rainer Stiefelhagen SSL 49 6 0 30 Sep 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 95 47 0 27 Jul 2020
RTEX: A novel methodology for Ranking, Tagging, and Explanatory diagnostic captioning of radiography exams Vasiliki Kougia John Pavlopoulos P. Papapetrou Max Gordon 39 0 0 11 Jun 2020
Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation Mingjie Li Fuyu Wang Xiaojun Chang Xiaodan Liang MedIm 86 107 0 06 Jun 2020
Rethinking and Improving Natural Language Generation with Layer-Wise Multi-View Decoding Fenglin Liu Xuancheng Ren Guangxiang Zhao Chenyu You Xuewei Ma Xian Wu Xu Sun 77 2 0 16 May 2020
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis Xiaozhen Xie J. Niu Xuefeng Liu Zhengsu Chen Shaojie Tang Shui Yu 84 15 0 25 Apr 2020
Character-level Japanese Text Generation with Attention Mechanism for Chest Radiography Diagnosis Kenya Sakka Kotaro Nakayama Nisei Kimura Taiki Inoue Yusuke Iwasawa Ryohei Yamaguchi Yosimasa Kawazoe K. Ohe Y. Matsuo 14 2 0 06 Apr 2020
CLARA: Clinical Report Auto-completion Siddharth Biswal Cao Xiao Lucas Glass M. P. M. Brandon Westover Jimeng Sun 79 28 0 26 Feb 2020
When Radiology Report Generation Meets Knowledge Graph Yixiao Zhang Xiaosong Wang Ziyue Xu Qihang Yu Alan Yuille Daguang Xu MedIm 90 304 0 19 Feb 2020