Clinically Accurate Chest X-Ray Report Generation

4 April 2019

Guanxiong Liu

T. Hsu

Matthew B. A. McDermott

Papers citing "Clinically Accurate Chest X-Ray Report Generation"

24 / 124 papers shown

Title
Generating Radiology Reports via Memory-driven Transformer Zhihong Chen Yan Song Tsung-Hui Chang Xiang Wan MedIm 6 458 0 30 Oct 2020
On the diminishing return of labeling clinical reports Jean-Baptiste Lamare Tobi Olatunji Linxing Yao 8 2 0 27 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 28 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 149 156 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 16 30 0 06 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 27 730 0 02 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 13 6 0 30 Sep 2020
Chest X-ray Report Generation through Fine-Grained Label Learning T. Syeda-Mahmood Ken C. L. Wong Yaniv Gur Joy T. Wu A. Jadhav ... A. Pillai Arjun Sharma A. Syed Orest Boyko Mehdi Moradi 29 45 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 16 5 0 10 Jul 2020
CheXpert++: Approximating the CheXpert labeler for Speed,Differentiability, and Probabilistic Output Matthew B. A. McDermott T. Hsu W. Weng Marzyeh Ghassemi U. Toronto 18 31 0 26 Jun 2020
RTEX: A novel methodology for Ranking, Tagging, and Explanatory diagnostic captioning of radiography exams Vasiliki Kougia John Pavlopoulos P. Papapetrou Max Gordon 27 0 0 11 Jun 2020
Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation Mingjie Li Fuyu Wang Xiaojun Chang Xiaodan Liang MedIm 21 101 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 29 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 22 15 0 25 Apr 2020
CLARA: Clinical Report Auto-completion Siddharth Biswal Cao Xiao Lucas Glass M. P. M. Brandon Westover Jimeng Sun 18 27 0 26 Feb 2020
When Radiology Report Generation Meets Knowledge Graph Yixiao Zhang Xiaosong Wang Ziyue Xu Qihang Yu Alan Yuille Daguang Xu MedIm 10 294 0 19 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 17 185 0 06 Nov 2019
Representation Learning for Electronic Health Records W. Weng Peter Szolovits 20 19 0 19 Sep 2019
Machine Learning for Clinical Predictive Analytics W. Weng FaML 4 18 0 19 Sep 2019
Multimodal Multitask Representation Learning for Pathology Biobank Metadata Prediction W. Weng Yuannan Cai Angela Lin Fraser Tan Po-Hsuan Cameron Chen 11 18 0 17 Sep 2019
Release Strategies and the Social Impacts of Language Models Irene Solaiman Miles Brundage Jack Clark Amanda Askell Ariel Herbert-Voss ... Miles McCain Alex Newhouse Jason Blazakis Kris McGuffie Jasmine Wang 10 599 0 24 Aug 2019
Language GANs Falling Short Massimo Caccia Lucas Page-Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 119 215 0 06 Nov 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 280 10,613 0 19 Feb 2017
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 205 1,327 0 05 Jun 2016