MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

21 January 2019

Alistair E. W. Johnson

Tom Pollard

Nathaniel R. Greenbaum

Papers citing "MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs"

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Title
Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations A. Puli Lily H. Zhang Eric K. Oermann Rajesh Ranganath OOD OODD 27 48 0 29 Jun 2021
Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis H. Zunair A. Ben Hamza OOD 23 3 0 17 Jun 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 16 146 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 37 249 0 13 Jun 2021
Anatomy-XNet: An Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification in Chest X-rays Uday Kamal Mohammad Zunaed N. Nizam Taufiq Hasan 41 27 0 10 Jun 2021
NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training Adam Yala H. Esfahanizadeh Rafael G. L. DÓliveira K. Duffy M. Ghobadi Tommi Jaakkola Vinod Vaikuntanathan Regina Barzilay Muriel Médard OOD FedML 34 22 0 04 Jun 2021
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson 18 178 0 27 May 2021
Weighing Features of Lung and Heart Regions for Thoracic Disease Classification Jiansheng Fang Yanwu Xu Yitian Zhao Yuguang Yan Junling Liu Jiang-Dong Liu 35 9 0 26 May 2021
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation Xingyi Yang Muchao Ye Quanzeng You Fenglong Ma MedIm 24 38 0 25 May 2021
Matching Visual Features to Hierarchical Semantic Topics for Image Paragraph Captioning D. Guo Ruiying Lu Bo Chen Zequn Zeng Mingyuan Zhou VLM 25 9 0 10 May 2021
Structured dataset documentation: a datasheet for CheXpert Christian Garbin Pranav Rajpurkar Jeremy Irvin M. Lungren Oge Marques 22 15 0 07 May 2021
Image Embedding and Model Ensembling for Automated Chest X-Ray Interpretation E. Giacomello P. Lanzi Daniele Loiacono Luca Nassano 17 5 0 05 May 2021
Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models Ashkan Khakzar Sabrina Musatian Jonas Buchberger Icxel Valeriano Quiroz Nikolaus Pinger Soroosh Baselizadeh Seong Tae Kim Nassir Navab 9 13 0 04 Apr 2021
Effect of Radiology Report Labeler Quality on Deep Learning Models for Chest X-Ray Interpretation Saahil Jain Akshay Smit A. Ng Pranav Rajpurkar 20 9 0 01 Apr 2021
Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features Ashkan Khakzar Yang Zhang W. Mansour Yuezhi Cai Yawei Li Yucheng Zhang Seong Tae Kim Nassir Navab FAtt 52 17 0 01 Apr 2021
Vulnerability Due to Training Order in Split Learning Harshit Madaan M. Gawali V. Kulkarni Aniruddha Pant FedML 24 6 0 26 Mar 2021
Channel Scaling: A Scale-and-Select Approach for Transfer Learning Ken C. L. Wong Satyananda Kashyap Mehdi Moradi 22 3 0 22 Mar 2021
An Empirical Framework for Domain Generalization in Clinical Settings Haoran Zhang Natalie Dullerud Laleh Seyyed-Kalantari Q. Morris Shalmali Joshi Marzyeh Ghassemi OOD AI4CE 29 59 0 20 Mar 2021
Variational Knowledge Distillation for Disease Classification in Chest X-Rays Tom van Sonsbeek Xiantong Zhen M. Worring Ling Shao 21 13 0 19 Mar 2021
CheXseen: Unseen Disease Detection for Deep Learning Interpretation of Chest X-rays Siyu Shi Ishaan Malhi Ke M. Tran A. Ng Pranav Rajpurkar 16 4 0 08 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
VisualCheXbert: Addressing the Discrepancy Between Radiology Report Labels and Image Labels Saahil Jain Akshay Smit Steven QH Truong C. Nguyen Minh-Thanh Huynh Mudit Jain Victoria A Young A. Ng M. Lungren Pranav Rajpurkar MedIm 19 28 0 23 Feb 2021
Non-Convex Optimization with Spectral Radius Regularization Adam Sandler Diego Klabjan Yuan Luo ODL 14 1 0 22 Feb 2021
Progressive Transformer-Based Generation of Radiology Reports Farhad Nooralahzadeh Nicolas Andres Perez Gonzalez T. Frauenfelder Koji Fujimoto Michael Krauthammer ViT MedIm 23 85 0 19 Feb 2021
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays Joseph Paul Cohen Rupert Brooks Sovann En Evan Zucker Anuj Pareek M. Lungren Akshay S. Chaudhari FAtt MedIm 37 4 0 18 Feb 2021
Searching for Pneumothorax in X-Ray Images Using Autoencoded Deep Features Antonio Sze-To Abtin Riasatian Hamid R. Tizhoosh 22 13 0 11 Feb 2021
Federated Deep AUC Maximization for Heterogeneous Data with a Constant Communication Complexity Zhuoning Yuan Zhishuai Guo Yi Tian Xu Yiming Ying Tianbao Yang FedML 21 35 0 09 Feb 2021
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice V. Kulkarni M. Gawali A. Kharat VLM 51 21 0 03 Feb 2021
Diagnostic Captioning: A Survey John Pavlopoulos Vasiliki Kougia Ion Androutsopoulos D. Papamichail 3DV MedIm 91 26 0 18 Jan 2021
COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction Anuroop Sriram Matthew Muckley Koustuv Sinha Farah E. Shamout Joelle Pineau Krzysztof J. Geras Lea Azour Y. Aphinyanaphongs N. Yakubova W. Moore MedIm 134 64 0 13 Jan 2021
Explainability Matters: Backdoor Attacks on Medical Imaging Munachiso Nwadike Takumi Miyawaki Esha Sarkar Michail Maniatakos Farah E. Shamout AAML 18 13 0 30 Dec 2020
Deep Learning Methods for Screening Pulmonary Tuberculosis Using Chest X-rays Chirath Dasanayakaa M. B. Dissanayake LM&MA 4 40 0 25 Dec 2020
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare M. Gawali S. ArvindC. Shriya Suryavanshi Harshit Madaan A. Gaikwad KN BhanuPrakash V. Kulkarni Aniruddha Pant FedML 24 35 0 23 Dec 2020
Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection Hamzeh Asgharnezhad Afshar Shamsi Jokandan R. Alizadehsani Abbas Khosravi S. Nahavandi Z. Sani D. Srinivasan UQCV 36 70 0 22 Dec 2020
Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review Tahira Iqbal A. Shaukat M. Akram Zartasha Mustansar 30 10 0 21 Dec 2020
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays Yan Han Chongyan Chen Liyan Tang Mingquan Lin Ajay Jaiswal Song Wang Ahmed H. Tewfik George Shih Ying Ding Yifan Peng LM&MA 26 9 0 25 Nov 2020
Extracting and Learning Fine-Grained Labels from Chest Radiographs T. Syeda-Mahmood Ph. D Ken C. L. Wong Ph. D Joy T. Wu ... M. P. H A. Jadhav Ph. D Orest Boyko M. D. Ph. D 25 7 0 18 Nov 2020
Generating Radiology Reports via Memory-driven Transformer Zhihong Chen Yan Song Tsung-Hui Chang Xiang Wan MedIm 30 461 0 30 Oct 2020
On the diminishing return of labeling clinical reports Jean-Baptiste Lamare Tobi Olatunji Linxing Yao 26 2 0 27 Oct 2020
High resolution weakly supervised localization architectures for medical images Konpat Preechakul S. Sriswasdi B. Kijsirikul Ekapol Chuangsuwanich WSOL 9 3 0 22 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
Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation H. Zunair A. Ben Hamza MedIm 48 39 0 20 Oct 2020
A generalized deep learning model for multi-disease Chest X-Ray diagnostics Nabit A. Bajwa Kedar Bajwa A. Rana Muhammad Faique Shakeel K. Haqqi Suleiman A. Khan OOD 21 0 0 17 Oct 2020
MoCo-CXR: MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models Hari Sowrirajan Jingbo Yang A. Ng Pranav Rajpurkar 26 86 0 11 Oct 2020
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging G. Liang Connor Greenwell Yu Zhang Xiaoqin Wang Ramakanth Kavuluru Nathan Jacobs 42 21 0 06 Oct 2020
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays Jianmo Ni Chun-Nan Hsu Amilcare Gentili Julian McAuley MedIm 32 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 18 6 0 30 Sep 2020
Potential Features of ICU Admission in X-ray Images of COVID-19 Patients D. Gomes Anwaar Ulhaq M. Paul M. J. Horry Subrata Chakraborty M. Saha Tanmoy Debnath D. M. Motiur 24 9 0 26 Sep 2020
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts Sarah Jabbour David Fouhey Ella Kazerooni Michael Sjoding Jenna Wiens OOD 20 47 0 21 Sep 2020