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
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 26 144 0 24 Jul 2023
Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis Jan Trienes Paul Youssef Jorg Schlotterer Christin Seifert 24 0 0 24 Jul 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 37 45 0 24 Jul 2023
Rethinking Medical Report Generation: Disease Revealing Enhancement with Knowledge Graph Yixin Wang Zihao Lin Haoyu Dong MedIm 33 4 0 24 Jul 2023
Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering Xinyue Hu Lin Gu Qi A. An Mengliang Zhang Liangchen Liu Kazuma Kobayashi Tatsuya Harada Ronald M. Summers Yingying Zhu MedIm 20 22 0 22 Jul 2023
You've Got Two Teachers: Co-evolutionary Image and Report Distillation for Semi-supervised Anatomical Abnormality Detection in Chest X-ray J. Sun Dong Wei Zhe Xu Donghuan Lu Hong Liu Liansheng Wang Yefeng Zheng 28 3 0 18 Jul 2023
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization Che Liu Sibo Cheng Chong Chen Mengyun Qiao Weitong Zhang Anand Shah Wenjia Bai Rossella Arcucci VLM 30 56 0 17 Jul 2023
A scoping review on multimodal deep learning in biomedical images and texts Zhaoyi Sun Mingquan Lin Qingqing Zhu Qianqian Xie Fei Wang Zhiyong Lu Yifan Peng 36 18 0 14 Jul 2023
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training Xiaofei Chen Yuting He Cheng Xue Rongjun Ge Shuo Li Guanyu Yang VLM MedIm 31 13 0 14 Jul 2023
Reading Radiology Imaging Like The Radiologist Yuhao Wang MedIm 39 0 0 12 Jul 2023
Exploring the Lottery Ticket Hypothesis with Explainability Methods: Insights into Sparse Network Performance Shantanu Ghosh Kayhan Batmanghelich 32 0 0 07 Jul 2023
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images Nicolás Gaggion Candelaria Mosquera Lucas Mansilla Julia Mariel Saidman M. Aineseder Diego H. Milone Enzo Ferrante 18 19 0 06 Jul 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 25 14 0 05 Jul 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 23 25 0 30 Jun 2023
Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review Elias Hossain R. Rana N. Higgins J. Soar P. Barua Anthony R. Pisani Ph. D K. Turner 34 182 0 22 Jun 2023
An empirical study of using radiology reports and images to improve ICU mortality prediction Ming-Yen Lin Song Wang Ying Ding Lihui Zhao Fei Wang Yifan Peng 33 10 0 20 Jun 2023
KiUT: Knowledge-injected U-Transformer for Radiology Report Generation Zhongzhen Huang Xiaofan Zhang Shaoting Zhang MedIm 33 51 0 20 Jun 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology Wisdom O. Ikezogwo M. S. Seyfioglu Fatemeh Ghezloo Dylan Stefan Chan Geva Fatwir Sheikh Mohammed Pavan Kumar Anand Ranjay Krishna Linda G. Shapiro CLIP VLM 141 115 0 20 Jun 2023
Replace and Report: NLP Assisted Radiology Report Generation Kaveri Kale P. Bhattacharyya Kshitij Sharad Jadhav LM&MA MedIm 22 11 0 19 Jun 2023
Conformal Language Modeling Victor Quach Adam Fisch Tal Schuster Adam Yala J. Sohn Tommi Jaakkola Regina Barzilay 85 56 0 16 Jun 2023
MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification Dequan Wang Xiaosong Wang Lilong Wang Mengzhang Li Q. Da ... Qi Duan Jie Zhao Kang Li Yu Qiao Shaoting Zhang VLM MedIm 33 33 0 16 Jun 2023
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health Shubo Tian Qiao Jin Lana Yeganova Po-Ting Lai Qingqing Zhu ... Donald C. Comeau R. Islamaj Aadit Kapoor Xin Gao Zhiyong Lu LM&MA MedIm AI4MH 117 211 0 15 Jun 2023
Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports Qingqing Zhu T. Mathai P. Mukherjee Yifan Peng Ronald M. Summers Zhiyong Lu 34 17 0 14 Jun 2023
ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning Wenjun Hou Kaishuai Xu Yi Cheng Wenjie Li Jiangming Liu 29 33 0 10 Jun 2023
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias Zhongwei Wan Che Liu Mi Zhang Jie Fu Benyou Wang Sibo Cheng Lei Ma César Quilodrán-Casas Rossella Arcucci 50 71 0 31 May 2023
ISLE: An Intelligent Streaming Framework for High-Throughput AI Inference in Medical Imaging Pranav Kulkarni Sean Garin Adway U. Kanhere E. Siegel Paul H. Yi Vishwa S. Parekh MedIm 21 0 0 24 May 2023
Evaluating Model Performance in Medical Datasets Over Time Helen Zhou Yuwen Chen Zachary Chase Lipton OOD 29 4 0 22 May 2023
LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation Suhyeon Lee Won Jun Kim Jinho Chang Jong Chul Ye MedIm 32 48 0 19 May 2023
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion Zexue He An Yan Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 35 2 0 15 May 2023
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity Raman Dutt Linus Ericsson Pedro Sanchez Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 37 50 0 14 May 2023
Multi-task Paired Masking with Alignment Modeling for Medical Vision-Language Pre-training Kecheng Zhang Jing Zhang Jun Yu Han Jiang Jianping Fan Qing-An Huang Weidong Han MedIm 38 29 0 13 May 2023
Automatic Radiology Report Generation by Learning with Increasingly Hard Negatives Bhanu Prakash Voutharoja Lei Wang Luping Zhou MedIm 33 8 0 11 May 2023
OneCAD: One Classifier for All image Datasets using multimodal learning S. Wadekar Eugenio Culurciello 40 0 0 11 May 2023
Boosting Radiology Report Generation by Infusing Comparison Prior Sang-Hun Kim Farhad Nooralahzadeh Morteza Rohanian Koji Fujimoto Mizuho Nishio R. Sakamoto F. Rinaldi Michael Krauthammer MedIm 29 4 0 08 May 2023
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models M. Ranjit G. Ganapathy R. Manuel T. Ganu MedIm LM&MA 23 30 0 05 May 2023
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention Kwanhyung Lee Soojeong Lee Sangchul Hahn Heejung Hyun Edward Choi Byungeun Ahn Joohyung Lee 54 16 0 04 May 2023
MLHOps: Machine Learning for Healthcare Operations Kristoffer Larsen Vallijah Subasri A. Krishnan Cláudio Tinoco Mesquita Diana Paez Laleh Seyyed-Kalantari Amalia Peix LM&MA AI4TS VLM 32 2 0 04 May 2023
Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining Bingqian Lin Zicong Chen Mingjie Li Haokun Lin Hang Xu ... Ling-Hao Chen Xiaojun Chang Yi Yang L. Xing Xiaodan Liang LM&MA MedIm AI4CE 40 14 0 26 Apr 2023
Interactive and Explainable Region-guided Radiology Report Generation Tim Tanida Philip Muller Georgios Kaissis Daniel Rueckert MedIm 43 110 0 17 Apr 2023
Fairness in AI and Its Long-Term Implications on Society Ondrej Bohdal Timothy M. Hospedales Philip Torr Fazl Barez 15 4 0 16 Apr 2023
ELVIS: Empowering Locality of Vision Language Pre-training with Intra-modal Similarity Sumin Seo Jaewoong Shin Jaewoo Kang Tae Soo Kim Thijs Kooi 32 1 0 11 Apr 2023
METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm 26 74 0 05 Apr 2023
PEOPL: Characterizing Privately Encoded Open Datasets with Public Labels H. Esfahanizadeh Adam Yala Rafael G. L. DÓliveira Andrea J. D. Jaba Victor Quach ... Tommi Jaakkola Vinod Vaikuntanathan M. Ghobadi Regina Barzilay Muriel Médard 25 0 0 31 Mar 2023
Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation Jaehwan Jeong Katherine Tian Andrew Li Sina Hartung Fardad Behzadi Juan Calle David E Osayande M. Pohlen Subathra Adithan Pranav Rajpurkar MedIm 41 45 0 29 Mar 2023
Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation Yaowei Li Bang-ju Yang Xuxin Cheng Zhihong Zhu Hongxiang Li Yuexian Zou 27 31 0 28 Mar 2023
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays Yi Xiong Jingsong Liu Kamilia Zaripova Sahand Sharifzadeh Matthias Keicher Nassir Navab MedIm 27 2 0 24 Mar 2023
Increasing Textual Context Size Boosts Medical Image-Text Matching I. Glassberg Tom Hope CLIP VLM MedIm 6 2 0 23 Mar 2023
Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation Mingjie Li Bingqian Lin Zicong Chen Haokun Lin Xiaodan Liang Xiaojun Chang MedIm 28 108 0 18 Mar 2023
Cross-Modal Causal Intervention for Medical Report Generation Weixing Chen Yang Liu Ce Wang Jiarui Zhu Shen Zhao Guanbin Li Cheng-Lin Liu Liang Lin 36 6 0 16 Mar 2023
MGA: Medical generalist agent through text-guided knowledge transformation Weijian Huang Han Yang Cheng Li Mingtong Dai Rui Yang Shanshan Wang MedIm 24 0 0 15 Mar 2023