Lungren, Matthew P.
- CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and\n Expert Comparison
2019/01/21 by Jeremy Irvin, Irvin, Jeremy, Pranav Rajpurkar +37 · 245 citations
Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
2017/11/14 by Pranav Rajpurkar, Jeremy Irvin, Rajpurkar, Pranav +23 · 1 voice · 65 citations
Computer Science · Mathematics · Medicine · #COVID-19 diagnosis using AI #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #cs.CV #cs.LG #stat.ML
- MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs
2019/01/21 by Alistair E. W. Johnson, Johnson, Alistair E. W., Tom Pollard +17 · 95 citations
Medicine · #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment
- BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
2023/03/02 by Sheng Zhang, Yanbo Xu, Zhang, Sheng +34 · 142 citations
Computer Science · Medicine · #Topic Modeling #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
- CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
2020/04/20 by Akshay Smit, Smit, Akshay, Saahil Jain +9 · 67 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
2021/06/28 by Saahil Jain, Jain, Saahil, Ashwin Agrawal +21 · 67 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
2023/01/11 by Shruthi Bannur, Bannur, Shruthi, Stephanie L. Hyland +29 · 65 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Topic Modeling #Biomedical Text Mining and Ontologies
- MAIRA-2: Grounded Radiology Report Generation
2024/06/06 by Shruthi Bannur, Bannur, Shruthi, Kenza Bouzid +38 · 52 citations
Medicine · Computer Science · Social Sciences · #Radiomics and Machine Learning in Medical Imaging #Topic Modeling #Computational and Text Analysis Methods
- The Illusion of Readiness in Health AI
2025/09/22 by Yu Gu, Yu‐Cheng Gu, Jingjing Fu +64 · 13 voices · 4 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Topic Modeling
- MAIRA-1: A specialised large multimodal model for radiology report generation
2023/11/22 by Stephanie L. Hyland, Hyland, Stephanie L., Shruthi Bannur +27 · 23 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs
2017/12/11 by Pranav Rajpurkar, Rajpurkar, Pranav, Jeremy Irvin +25 · 8 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #FOS: Physical sciences #Medical Imaging and Analysis #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging
- MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
2025/05/26 by Suhana Bedi, Hejie Cui, Bedi, Suhana +153 · 28 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys
2023/10/16 by Gu, Yu, Yang, Jianwei, Usuyama, Naoto +5 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis
2023/11/17 by Shih-Cheng Huang, Zepeng Huo, Huang, Shih-Cheng +15 · 6 citations
Medicine · #Venous Thromboembolism Diagnosis and Management #Acute Ischemic Stroke Management #Radiomics and Machine Learning in Medical Imaging
- Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation
2023/02/08 by Yuhui Zhang, Shih-Cheng Huang, Zhang, Yuhui +7 · 5 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
- L2B: Learning to Bootstrap Robust Models for Combating Label Noise
2022/02/09 by Zhou, Yuyin, Li, Xianhang, Liu, Fengze +6 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Exploring the Boundaries of GPT-4 in Radiology
2023/10/23 by Qianchu Liu, Liu, Qianchu, Stephanie L. Hyland +35 · 5 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- 3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology
2023/11/23 by Asma Ben Abacha, Abacha, Asma Ben, Alberto Santamaría-Pang +21 · 5 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR
2021/11/23 by Yuyin Zhou, Zhou, Yuyin, Shih-Cheng Huang +19 · 3 citations
Medicine · #Acute Ischemic Stroke Management #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiology practices and education #Venous Thromboembolism Diagnosis and Management #electronic engineering #information engineering
- CheXpedition: Investigating Generalization Challenges for Translation of\n Chest X-Ray Algorithms to the Clinical Setting
2020/02/26 by Pranav Rajpurkar, Anirudh Joshi, Rajpurkar, Pranav +13 · 6 citations
Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- RapidRead: Global Deployment of State-of-the-art Radiology AI for a Large Veterinary Teleradiology Practice
2021/11/09 by Michael Fitzke, Conrad Stack, Fitzke, Michael +18 · 2 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- CheXphoto: 10,000+ Photos and Transformations of Chest X-rays for Benchmarking Deep Learning Robustness
2020/07/13 by Phillips, Nick A., Rajpurkar, Pranav, Sabini, Mark +10 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- OncoPetNet: A Deep Learning based AI system for mitotic figure counting on H&E stained whole slide digital images in a large veterinary diagnostic lab setting
2021/08/17 by Michael Fitzke, Derick Whitley, Fitzke, Michael +16 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data
2021/09/08 by Zhao, Ruiyang, Yaman, Burhaneddin, Zhang, Yuxin +7 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
- Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology
2024/05/08 by Anja Thieme, Abhijith Rajamohan, Thieme, Anja +47 · 1 citation
Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #H.5.m #Human-Computer Interaction (cs.HC) #I.2.m
- From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification
2025/05/16 by Xue Li, Jameson Merkow, Li, Xue +25 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering