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Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation

21 May 2018

Xiaodan Liang

Papers citing "Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation"

20 / 70 papers shown

Title
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 64 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 245 159 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
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
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision Siddharth Biswal Peiye Zhuang A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Jimeng Sun MedIm 71 5 0 10 Jul 2020
Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation Mingjie Li Fuyu Wang Xiaojun Chang Xiaodan Liang MedIm 86 106 0 06 Jun 2020
Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation Zhongyi Han B. Wei Yilong Yin Shuo Li MedIm 54 42 0 28 Apr 2020
Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports Baoyu Jing Zeya Wang Eric Xing 92 142 0 26 Apr 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
CLARA: Clinical Report Auto-completion Siddharth Biswal Cao Xiao Lucas Glass M. P. M. Brandon Westover Jimeng Sun 79 28 0 26 Feb 2020
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang Derek Merck E. Tsai Christopher D. Manning C. Langlotz MedIm HILM 104 186 0 06 Nov 2019
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling Junjie Hu Yu Cheng Zhe Gan Jingjing Liu Jianfeng Gao Graham Neubig 73 67 0 11 Sep 2019
Addressing Data Bias Problems for Chest X-ray Image Report Generation Philipp Harzig Yan-Ying Chen Francine Chen Rainer Lienhart MedIm 58 52 0 06 Aug 2019
Vispi: Automatic Visual Perception and Interpretation of Chest X-rays X. Li Rui Cao D. Zhu 72 20 0 12 Jun 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 121 278 0 04 Apr 2019
Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 67 275 0 25 Mar 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 54 29 0 20 Mar 2019
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 112 1,651 0 25 Nov 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 Oct 2018
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric Xing VLM 136 56 0 04 Sep 2018