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"

28 / 28 papers shown

Title
Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Md. Rakibul Islam Md. Zahid Hossain Mustofa Ahmed Most. Sharmin Sultana Samu LM&MA MedIm 40 0 0 21 Jan 2025
MedRAT: Unpaired Medical Report Generation via Auxiliary Tasks Elad Hirsch Gefen Dawidowicz A. Tal MedIm 39 1 0 04 Jul 2024
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 32 17 0 17 May 2024
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 37 15 0 23 Nov 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 37 45 0 24 Jul 2023
Reading Radiology Imaging Like The Radiologist Yuhao Wang MedIm 34 0 0 12 Jul 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 41 162 0 09 Jan 2023
On the Importance of Image Encoding in Automated Chest X-Ray Report Generation Otabek Nazarov Mohammad Yaqub Karthik Nandakumar MedIm 21 3 0 24 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 15 20 0 12 Nov 2022
Competence-based Multimodal Curriculum Learning for Medical Report Generation Fenglin Liu Shen Ge Yuexian Zou Xian Wu MedIm 25 132 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 36 35 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 26 107 0 18 Mar 2022
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation Fenglin Liu Chenyu You Xian Wu Shen Ge Sheng Wang Xu Sun MedIm 81 92 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 88 64 0 25 Sep 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 23 56 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 40 638 0 22 Jul 2021
Longer Version for "Deep Context-Encoding Network for Retinal Image Captioning" Jia-Hong Huang Ting-Wei Wu Chao-Han Huck Yang M. Worring MedIm 20 28 0 30 May 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 30 8 0 01 Feb 2021
Diagnostic Captioning: A Survey John Pavlopoulos Vasiliki Kougia Ion Androutsopoulos D. Papamichail 3DV MedIm 91 26 0 18 Jan 2021
Generating Radiology Reports via Memory-driven Transformer Zhihong Chen Yan Song Tsung-Hui Chang Xiang Wan MedIm 30 461 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 36 62 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 26 30 0 06 Oct 2020
Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation Mingjie Li Fuyu Wang Xiaojun Chang Xiaodan Liang MedIm 29 101 0 06 Jun 2020
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 25 132 0 22 Jul 2019
Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment Jianbo Yuan Haofu Liao R. Luo Jiebo Luo MedIm 36 193 0 22 Jul 2019
An attention-based multi-resolution model for prostate whole slide imageclassification and localization Jiayun Li Wenyuan Li Arkadiusz Gertych Beatrice Knudsen W. Speier C. Arnold 23 36 0 30 May 2019
Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction Luchen Liu Haoran Li Zhiting Hu Haoran Shi Zichang Wang Jian Tang Ming Zhang BDL 19 29 0 20 Mar 2019
Neural Baby Talk Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh VLM 200 434 0 27 Mar 2018