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
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization Qianqian Xie Jiayu Zhou Yifan Peng Fei Wang HILM MedIm 42 10 0 15 Mar 2023
Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels Pranav Kulkarni Adway U. Kanhere Paul H. Yi V. Parekh OOD FedML 22 3 0 10 Mar 2023
Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays Daeun Kyung Kyungmin Jo Jaegul Choo Joonseok Lee Edward Choi 10 15 0 09 Mar 2023
Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification Alessandro Wollek Robert Graf Saša Čečatka N. Fink Theresa Willem B. Sabel Tobias Lasser 23 27 0 03 Mar 2023
Improving Medical Speech-to-Text Accuracy with Vision-Language Pre-training Model Jaeyoung Huh Sangjoon Park Jeonghyeon Lee Jong Chul Ye LM&MA 25 9 0 27 Feb 2023
MDF-Net for abnormality detection by fusing X-rays with clinical data Chih-Jou Hsieh Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Jacinto C. Nascimento Joaquim A. Jorge Catarina Moreira 18 8 0 26 Feb 2023
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models Denis Jered McInerney Geoffrey S. Young Jan-Willem van de Meent Byron C. Wallace 15 18 0 23 Feb 2023
Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph Learning Xinyue Hu Lin Gu Kazuma Kobayashi Qi A. An Qingyu Chen Zhiyong Lu Chang Su Tatsuya Harada Yingying Zhu GNN 34 9 0 19 Feb 2023
Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics Nihal Murali A. Puli Ke Yu Rajesh Ranganath Kayhan Batmanghelich AAML 43 8 0 18 Feb 2023
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Zhihong Chen Shizhe Diao Benyou Wang Guanbin Li Xiang Wan MedIm 27 29 0 17 Feb 2023
Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study André Luís Chih-Jou Hsieh Isabel Blanco Nobre Sandra Costa Sousa Anderson Maciel Catarina Moreira Joaquim A. Jorge 32 6 0 06 Feb 2023
Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imaging Soroosh Tayebi Arasteh Alexander Ziller Christiane Kuhl Marcus R. Makowski S. Nebelung R. Braren Daniel Rueckert Daniel Truhn Georgios Kaissis MedIm 39 18 0 03 Feb 2023
Fairness and Accuracy under Domain Generalization Thai-Hoang Pham Xueru Zhang Ping Zhang 32 21 0 30 Jan 2023
Advancing Radiograph Representation Learning with Masked Record Modeling Hong-Yu Zhou Chenyu Lian Lian-cheng Wang Yizhou Yu MedIm 38 55 0 30 Jan 2023
Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays Rogier van der Sluijs Nandita Bhaskhar D. Rubin C. Langlotz Akshay S. Chaudhari SSL 42 13 0 30 Jan 2023
Multimodal Explainability via Latent Shift applied to COVID-19 stratification V. Guarrasi L. Tronchin Domenico Albano E. Faiella Deborah Fazzini D. Santucci Paolo Soda 29 22 0 28 Dec 2022
Predicting Ejection Fraction from Chest X-rays Using Computer Vision for Diagnosing Heart Failure Walt Williams Rohan Doshi Yanran Li Kexuan Liang 25 0 0 19 Dec 2022
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis Firas Khader Gustav Mueller-Franzes Tian Wang T. Han Soroosh Tayebi Arasteh ... Keno Bressem Christiane Kuhl S. Nebelung Jakob Nikolas Kather Daniel Truhn 16 6 0 18 Dec 2022
TIER: Text-Image Entropy Regularization for CLIP-style models Anil Palepu Andrew L. Beam MedIm 26 6 0 13 Dec 2022
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 44 19 0 03 Dec 2022
Multi-Label Chest X-Ray Classification via Deep Learning A. Pillai OOD 19 18 0 27 Nov 2022
Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels Soroosh Tayebi Arasteh P. Isfort Marwin Saehn Gustav Mueller-Franzes Firas Khader Jakob Nikolas Kather Christiane Kuhl S. Nebelung Daniel Truhn FedML 35 15 0 24 Nov 2022
Private Multi-Winner Voting for Machine Learning Adam Dziedzic Christopher A. Choquette-Choo Natalie Dullerud Vinith Suriyakumar Ali Shahin Shamsabadi Muhammad Ahmad Kaleem S. Jha Nicolas Papernot Xiao Wang 42 1 0 23 Nov 2022
Self adaptive global-local feature enhancement for radiology report generation Yuhao Wang Kai Wang Xiaohong Liu Tianrun Gao Jingyue Zhang Guangyu Wang MedIm 44 13 0 21 Nov 2022
Lesion Guided Explainable Few Weak-shot Medical Report Generation Jinghan Sun Dong Wei Liansheng Wang Yefeng Zheng MedIm 24 12 0 16 Nov 2022
Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies Ryan Wang Li-Ching Chen L. Moukheiber Mira Moukheiber Dana Moukheiber ... Hari M. Trivedi R. Steinberg Po-Chih Kuo J. Gichoya Leo Anthony Celi 16 1 0 13 Nov 2022
From Competition to Collaboration: Making Toy Datasets on Kaggle Clinically Useful for Chest X-Ray Diagnosis Using Federated Learning Pranav Kulkarni Adway U. Kanhere Paul H. Yi V. Parekh FedML 18 2 0 11 Nov 2022
Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction Bhawesh Kumar Anil Palepu Rudraksh Tuwani Andrew L. Beam 28 8 0 27 Oct 2022
Does Medical Imaging learn different Convolution Filters? Paul Gavrikov J. Keuper VLM OOD 14 2 0 25 Oct 2022
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging A. Jaiswal Kumar Ashutosh Justin F. Rousseau Yifan Peng Zhangyang Wang Ying Ding 20 9 0 15 Oct 2022
Improving Radiology Summarization with Radiograph and Anatomy Prompts Jinpeng Hu Zhihong Chen Yang Liu Xiang Wan Tsung-Hui Chang MedIm 39 8 0 15 Oct 2022
That's the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data Denis Jered McInerney Geoffrey S. Young Jan-Willem van de Meent Byron C. Wallace 18 0 0 12 Oct 2022
A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis Laurent Risser Agustin Picard Lucas Hervier Jean-Michel Loubes FaML 38 5 0 10 Oct 2022
MEDFAIR: Benchmarking Fairness for Medical Imaging Yongshuo Zong Yongxin Yang Timothy M. Hospedales OOD 81 59 0 04 Oct 2022
Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation A. Puli Nitish Joshi Yoav Wald Hera Y. He Rajesh Ranganath 43 16 0 04 Oct 2022
Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors Vignav Ramesh Nathan Chi Pranav Rajpurkar MedIm 36 49 0 27 Sep 2022
Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge Zhihong Chen Guanbin Li Xiang Wan 127 65 0 15 Sep 2022
Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese Thao T. B. Nguyen T. M. Vo Thang V. Nguyen Hieu H. Pham H. Nguyen 23 4 0 11 Sep 2022
Representative Image Feature Extraction via Contrastive Learning Pretraining for Chest X-ray Report Generation Yu-Jen Chen Wei-Hsiang Shen Hao-Wei Chung Jing-Hao Chiu Da-Cheng Juan T. Ho Chin-Tung Cheng Meng Li Tsung-Yi Ho MedIm 13 12 0 04 Sep 2022
A Medical Semantic-Assisted Transformer for Radiographic Report Generation Zhanyu Wang Mingkang Tang Lei Wang Xiu Li Luping Zhou ViT MedIm 29 57 0 22 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 47 58 0 13 Aug 2022
Using Multi-modal Data for Improving Generalizability and Explainability of Disease Classification in Radiology Pranav Agnihotri Sara Ketabi Khashayar Namdar Namdar Farzad Khalvati 19 2 0 29 Jul 2022
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods Ricards Marcinkevics Ece Ozkan Julia E. Vogt 30 18 0 26 Jul 2022
Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 33 2 0 20 Jul 2022
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images Nasir Hayat Krzysztof J. Geras Farah E. Shamout MedIm 27 41 0 14 Jul 2022
Cross-modal Prototype Driven Network for Radiology Report Generation Jun Wang A. Bhalerao Yulan He MedIm 93 72 0 11 Jul 2022
Explaining Chest X-ray Pathologies in Natural Language Maxime Kayser Cornelius Emde Oana-Maria Camburu Guy Parsons B. Papież Thomas Lukasiewicz MedIm 24 27 0 09 Jul 2022
Fair Machine Learning in Healthcare: A Review Qizhang Feng Mengnan Du Na Zou Xia Hu FaML 38 0 0 29 Jun 2022
Competence-based Multimodal Curriculum Learning for Medical Report Generation Fenglin Liu Shen Ge Yuexian Zou Xian Wu MedIm 35 132 0 24 Jun 2022
A Review of Published Machine Learning Natural Language Processing Applications for Protocolling Radiology Imaging Nihal Raju Michael Woodburn S. Kachel Jack O’Shaughnessy Laurence Sorace Natalie Yang Ruth P. Lim LM&MA 18 1 0 23 Jun 2022