TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays

12 January 2018

Xiaosong Wang

Papers citing "TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays"

50 / 51 papers shown

Title
Libra: Leveraging Temporal Images for Biomedical Radiology Analysis Xi Zhang Zaiqiao Meng Jake Lever Edmond S. L. Ho MedIm 96 0 0 28 Nov 2024
RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction Yuwei Zhang Tong Xia Aaqib Saeed Cecilia Mascolo LM&MA 34 3 0 07 Oct 2024
Medical Report Generation based on Segment-Enhanced Contrastive Representation Learning Ruoqing Zhao Xi Wang Hongliang Dai Pan Gao Piji Li MedIm 26 3 0 26 Dec 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 34 15 0 23 Nov 2023
Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports Qingqing Zhu T. Mathai P. Mukherjee Yifan Peng Ronald M. Summers Zhiyong Lu 19 17 0 14 Jun 2023
Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime Rhydian Windsor A. Jamaludin T. Kadir Andrew Zisserman VLM 27 11 0 30 Mar 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 29 79 0 27 Jan 2023
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
Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors Vignav Ramesh Nathan Chi Pranav Rajpurkar MedIm 36 48 0 27 Sep 2022
RadTex: Learning Efficient Radiograph Representations from Text Reports Keegan Quigley Miriam Cha Ruizhi Liao Geeticka Chauhan Steven Horng Seth Berkowitz Polina Golland MedIm 25 3 0 05 Aug 2022
Competence-based Multimodal Curriculum Learning for Medical Report Generation Fenglin Liu Shen Ge Yuexian Zou Xian Wu MedIm 25 131 0 24 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
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis Simon Dahan Abdulah Fawaz Logan Z. J. Williams Chunhui Yang Timothy S. Coalson M. Glasser A. Edwards Daniel Rueckert E. C. Robinson MedIm ViT 40 20 0 30 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 22 23 0 12 Feb 2022
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo VLM MedIm 150 85 0 27 Jan 2022
Improving Chest X-Ray Report Generation by Leveraging Warm Starting Aaron Nicolson Jason Dowling Bevan Koopman ViT LM&MA MedIm 30 90 0 24 Jan 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
Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods Zohaib Salahuddin Henry C. Woodruff A. Chatterjee Philippe Lambin 18 302 0 01 Nov 2021
SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata Ajay Jaiswal Tianhao Li Cyprian Zander Yan Han Justin F. Rousseau Yifan Peng Ying Ding 36 14 0 27 Oct 2021
Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction Jiarun Liu Ruirui Li Chuan Sun OOD NoLa VLM 24 32 0 11 Sep 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 16 20 0 04 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
Chest ImaGenome Dataset for Clinical Reasoning Joy T. Wu Nkechinyere N. Agu Ismini Lourentzou Arjun Sharma J. Paguio ... William Mitchell Satyananda Kashyap Andrea Giovannini Leo Anthony Celi Mehdi Moradi 21 64 0 31 Jul 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 35 636 0 22 Jul 2021
Self-supervised Image-text Pre-training With Mixed Data In Chest X-rays Xiaosong Wang Ziyue Xu Leo K. Tam Dong Yang Daguang Xu ViT MedIm 19 23 0 30 Mar 2021
Multimodal Representation Learning via Maximization of Local Mutual Information Ruizhi Liao Daniel Moyer Miriam Cha Keegan Quigley Seth Berkowitz Steven Horng Polina Golland W. Wells SSL 21 41 0 08 Mar 2021
Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification Yi Zhou Lei Huang Tianfei Zhou Ling Shao 28 8 0 26 Feb 2021
Diagnostic Captioning: A Survey John Pavlopoulos Vasiliki Kougia Ion Androutsopoulos D. Papamichail 3DV MedIm 91 26 0 18 Jan 2021
Multi-label Ranking: Mining Multi-label and Label Ranking Data L. Dery 24 7 0 03 Jan 2021
MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification Te-Lin Wu Shikhar Singh S. Paul Gully A. Burns Nanyun Peng 30 18 0 16 Dec 2020
Cross-Modal Information Maximization for Medical Imaging: CMIM Tristan Sylvain Francis Dutil T. Berthier Lisa Di-Jorio Margaux Luck Devon Hjelm Yoshua Bengio 17 6 0 20 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
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 154 156 0 20 Oct 2020
Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis Shixiang Feng Beibei Liu Ya Zhang Xiaoyun Zhang Yuehua Li 14 10 0 13 Oct 2020
Contrastive Learning of Medical Visual Representations from Paired Images and Text Yuhao Zhang Hang Jiang Yasuhide Miura Christopher D. Manning C. Langlotz MedIm 32 731 0 02 Oct 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 19 63 0 03 Sep 2020
Weakly supervised one-stage vision and language disease detection using large scale pneumonia and pneumothorax studies Leo K. Tam Xiaosong Wang E. Turkbey Kevin Lu Yuhong Wen Daguang Xu 31 13 0 31 Jul 2020
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision Siddharth Biswal Peiye Zhuang A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Jimeng Sun MedIm 27 5 0 10 Jul 2020
Deep Mining External Imperfect Data for Chest X-ray Disease Screening Luyang Luo Lequan Yu Hao Chen Quande Liu Xi Wang Jiaqi Xu Pheng-Ann Heng OOD 27 75 0 06 Jun 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
COVID-MobileXpert: On-Device COVID-19 Patient Triage and Follow-up using Chest X-rays Xin Li Chengyin Li D. Zhu 24 79 0 06 Apr 2020
Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes R. Draelos D. Dov Maciej Mazurowski J. Lo Ricardo Henao Geoffrey D. Rubin Lawrence Carin 17 68 0 12 Feb 2020
Vispi: Automatic Visual Perception and Interpretation of Chest X-rays X. Li Rui Cao D. Zhu 13 20 0 12 Jun 2019
Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis Hyebin Lee S. T. Kim Yong Man Ro MedIm 23 44 0 10 Jun 2019
XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation Youbao Tang Yuxing Tang Jing Xiao Ronald M. Summers 17 119 0 19 Apr 2019
Clinically Accurate Chest X-Ray Report Generation Guanxiong Liu T. Hsu Matthew B. A. McDermott Willie Boag W. Weng Peter Szolovits Marzyeh Ghassemi MedIm 25 271 0 04 Apr 2019
A multi-task deep learning model for the classification of Age-related Macular Degeneration Qingyu Chen Yifan Peng T. Keenan S. Dharssi Elvira Agrón W. Wong E. Chew Zhiyong Lu BDL MedIm 29 45 0 02 Dec 2018
Unsupervised Multimodal Representation Learning across Medical Images and Reports T. Hsu W. Weng Willie Boag Matthew B. A. McDermott Peter Szolovits SSL 22 35 0 21 Nov 2018
Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays Jinzheng Cai Le Lu Adam P. Harrison Xiaoshuang Shi Pingjun Chen L. Yang 23 54 0 03 Jul 2018
Producing radiologist-quality reports for interpretable artificial intelligence William Gale Luke Oakden-Rayner G. Carneiro A. Bradley L. Palmer MedIm 19 46 0 01 Jun 2018