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"

50 / 450 papers shown

Title
The Importance of Background Information for Out of Distribution Generalization Jupinder Parmar Khaled Kamal Saab Brian Pogatchnik D. Rubin Christopher Ré OOD 21 0 0 17 Jun 2022
Self-Supervision on Images and Text Reduces Reliance on Visual Shortcut Features Anil Palepu Andrew L. Beam OOD VLM 29 5 0 14 Jun 2022
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation Mingjie Li Wenjia Cai Karin Verspoor Shirui Pan Xiaodan Liang Xiaojun Chang MedIm 41 35 0 04 Jun 2022
MetaLR: Meta-tuning of Learning Rates for Transfer Learning in Medical Imaging Yixiong Chen Li Liu Jingxia Li Hua Jiang C. Ding Zongwei Zhou MedIm AI4CE 43 7 0 03 Jun 2022
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition Shayan Fazeli Alireza Samiei Thomas D Lee Majid Sarrafzadeh 27 1 0 19 May 2022
Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis Yufeng Shi Shuhuang Chen Xinge You Qinmu Peng Weihua Ou Yue Zhao MedIm 36 3 0 06 May 2022
Understanding Transfer Learning for Chest Radiograph Clinical Report Generation with Modified Transformer Architectures Edward Vendrow E. Schonfeld ViT MedIm 8 3 0 05 May 2022
Cross-modal Memory Networks for Radiology Report Generation Zhihong Chen Yaling Shen Yan Song Xiang Wan MedIm 47 248 0 28 Apr 2022
Spatially-Preserving Flattening for Location-Aware Classification of Findings in Chest X-Rays Neha Srivathsa Razi Mahmood T. Syeda-Mahmood 26 0 0 19 Apr 2022
Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission Siyi Tang Amara Tariq Jared A. Dunnmon Umesh M Sharma Praneetha Elugunti D. Rubin Bhavik Patel Imon Banerjee 34 20 0 14 Apr 2022
Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization Amanuel Alambo Tanvi Banerjee K. Thirunarayan Mia Cajita 13 7 0 02 Apr 2022
Graph Enhanced Contrastive Learning for Radiology Findings Summarization Jinpeng Hu Zhuo Li Zhihong Chen Zhuguo Li Xiang Wan Tsung-Hui Chang MedIm 22 46 0 01 Apr 2022
FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays Matthias Keicher Kamilia Zaripova Tobias Czempiel Kristina Mach Ashkan Khakzar Nassir Navab MedIm 30 11 0 29 Mar 2022
Improving the Fairness of Chest X-ray Classifiers Haoran Zhang Natalie Dullerud Karsten Roth Lauren Oakden-Rayner Stephen R. Pfohl Marzyeh Ghassemi 23 65 0 23 Mar 2022
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis Khiem H. Le Tuan V. Tran Hieu H. Pham Hieu T. Nguyen T. Le H. Nguyen 19 24 0 20 Mar 2022
AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation Di You Fenglin Liu Shen Ge Xiaoxia Xie Jing Zhang Xian Wu ViT MedIm 31 107 0 18 Mar 2022
Integrated multimodal artificial intelligence framework for healthcare applications L. Soenksen Yu Ma C. Zeng L. Boussioux Kimberly Villalobos Carballo Liangyuan Na H. Wiberg Michael Lingzhi Li Ignacio Fuentes Dimitris Bertsimas 36 151 0 25 Feb 2022
Improving Classification Model Performance on Chest X-Rays through Lung Segmentation Hilda Azimi Jianxing Zhang Pengcheng Xi H. Asad Ashkan Ebadi Stéphane Tremblay Alexander Wong 31 7 0 22 Feb 2022
Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images Hongzhi Zhu R. Rohling Septimiu Salcudean 19 4 0 15 Feb 2022
Syfer: Neural Obfuscation for Private Data Release Adam Yala Victor Quach H. Esfahanizadeh Rafael G. L. DÓliveira K. Duffy Muriel Médard Tommi Jaakkola Regina Barzilay PICV 21 7 0 28 Jan 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 111 663 0 24 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
When less is more: Simplifying inputs aids neural network understanding R. Schirrmeister Rosanne Liu Sara Hooker T. Ball 27 5 0 14 Jan 2022
Knowledge Matters: Radiology Report Generation with General and Specific Knowledge Shuxin Yang Xian Wu Shen Ge S.Kevin Zhou Li Xiao MedIm 27 109 0 30 Dec 2021
Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models E. Tetteh J. Viviano Yoshua Bengio David M. Krueger Joseph Paul Cohen OOD 26 3 0 27 Dec 2021
Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays Ricardo Bigolin Lanfredi Ambuj Arora Trafton Drew Joyce D. Schroeder Tolga Tasdizen MedIm 14 9 0 22 Dec 2021
Learning Semi-Structured Representations of Radiology Reports Katic Tamara M. Pavlovski Danijela Sekulic Slobodan Vučetić MedIm 26 0 0 20 Dec 2021
Word Graph Guided Summarization for Radiology Findings Jinpeng Hu Jianling Li Zhihong Chen Yaling Shen Yan Song Xiang Wan Tsung-Hui Chang 17 37 0 18 Dec 2021
PMFL: Partial Meta-Federated Learning for heterogeneous tasks and its applications on real-world medical records Tianyi Zhang Shirui Zhang Ziwei Chen Dianbo Liu FedML 28 4 0 10 Dec 2021
Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data Yifei Huang Xiaoxiao Li Lijin Yang Lin Gu Yingying Zhu Hirofumi Seo Qiuming Meng Tatsuya Harada Yoichi Sato MedIm 29 9 0 02 Dec 2021
Medical Visual Question Answering: A Survey Zhihong Lin Donghao Zhang Qingyi Tao Danli Shi Gholamreza Haffari Qi Wu M. He Z. Ge 28 112 0 19 Nov 2021
Explaining medical AI performance disparities across sites with confounder Shapley value analysis Eric Wu K. Wu James Zou 13 7 0 12 Nov 2021
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
Generalized Radiograph Representation Learning via Cross-supervision between Images and Free-text Radiology Reports Hong-Yu Zhou X. Chen Y. Zhang R. Luo L. Wang Y. Yu MedIm 18 104 0 04 Nov 2021
Towards dynamic multi-modal phenotyping using chest radiographs and physiological data Nasir Hayat Krzysztof J. Geras Farah E. Shamout 33 4 0 04 Nov 2021
TorchXRayVision: A library of chest X-ray datasets and models Joseph Paul Cohen J. Viviano Paul Bertin Paul Morrison Parsa Torabian ... M. Lungren Akshay S. Chaudhari Rupert Brooks Mohammad Hashir H. Bertrand VLM MedIm 33 121 0 31 Oct 2021
RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification Ajay Jaiswal Liyan Tang Meheli Ghosh J. Rousseau Yifan Peng Ying Ding MedIm 25 15 0 28 Oct 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
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 164 0 11 Oct 2021
Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports Riddhish Bhalodia Ali Hatamizadeh Leo K. Tam Ziyue Xu Xiaosong Wang E. Turkbey Daguang Xu 31 24 0 06 Oct 2021
Chest X-Rays Image Classification from beta-Variational Autoencoders Latent Features L. Crespi Daniele Loiacono A. Chiti 18 4 0 29 Sep 2021
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation Alexandros Karargyris Renato Umeton Micah J. Sheller Alejandro Aristizabal Johnu George ... Poonam Yadav Michael Rosenthal M. Loda Jason M. Johnson Peter Mattson FedML 49 73 0 29 Sep 2021
REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays Ricardo Bigolin Lanfredi Mingyuan Zhang W. Auffermann Jessica Chan Phuong-Anh T. Duong Vivek Srikumar Trafton Drew Joyce D. Schroeder Tolga Tasdizen 16 40 0 29 Sep 2021
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation An Yan Zexue He Xing Lu Jingfeng Du E. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 88 64 0 25 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
Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis Jessie Liu B. Gallego S. Barbieri 27 14 0 17 Aug 2021
BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis Masoud Monajatipoor Mozhdeh Rouhsedaghat Liunian Harold Li Aichi Chien C.-C. Jay Kuo Fabien Scalzo Kai-Wei Chang LM&MA MedIm 24 30 0 10 Aug 2021
CHEF: A Cheap and Fast Pipeline for Iteratively Cleaning Label Uncertainties (Technical Report) Yinjun Wu James Weimer S. Davidson 23 4 0 19 Jul 2021
Variational Topic Inference for Chest X-Ray Report Generation Ivona Najdenkoska Xiantong Zhen M. Worring Ling Shao MedIm 43 28 0 15 Jul 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 26 154 0 07 Jul 2021