Pranav Rajpurkar
- Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks
2017/07/06 by Pranav Rajpurkar, Rajpurkar, Pranav, Awni Y. Hannun +8 · 3 voices · 12 citations
Medicine · Neuroscience · Computer Science · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #Anomaly Detection Techniques and Applications
- CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and\n Expert Comparison
2019/01/21 by Jeremy Irvin, Pranav Rajpurkar, Irvin, Jeremy +37 · 144 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, Rajpurkar, Pranav, Jeremy Irvin +21 · 43 citations
Medicine · #COVID-19 diagnosis using AI #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
- Med-Flamingo: a Multimodal Medical Few-shot Learner
2023/07/27 by Michael Moor, Moor, Michael, Qian Huang +15 · 68 citations
Computer Science · Health Professions · #Multimodal Machine Learning Applications #Digital Storytelling and Education
- RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
2021/06/28 by Saahil Jain, Ashwin Agrawal, Jain, Saahil +21 · 42 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
- Generating Synthetic Data for Medical Imaging
2024/09/01 by Lennart R. Koetzier, Jie Wu, Domenico Mastrodicasa +11 · 10 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Medical Image Segmentation Techniques #Cell Image Analysis Techniques
- MedVersa: A Generalist Foundation Model for Medical Image Interpretation
2024/05/13 by Hong-Yu Zhou, Zhou, Hong-Yu, Julián Acosta +8 · 9 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning in Healthcare
- 3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations
2021/04/21 by Bryan Gopal, Gopal, Bryan, Ryan Han +9 · 4 citations
Medicine · Neuroscience · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #Phonocardiography and Auscultation Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
- Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine
2023/11/07 by Emma Chen, Aman Kansal, Chen, Emma +11 · 5 citations
Medicine · Computer Science · #Emergency and Acute Care Studies #Machine Learning in Healthcare #Clinical Reasoning and Diagnostic Skills
- Exploring the Boundaries of GPT-4 in Radiology
2023/10/23 by Qianchu Liu, Stephanie L. Hyland, Liu, Qianchu +35 · 4 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
- Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors
2022/09/27 by Vignav Ramesh, Ramesh, Vignav, Nathan Andrew Chi +3 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- RadFlag: A Black-Box Hallucination Detection Method for Medical Vision Language Models
2024/11/01 by Serena Zhang, Sraavya Sambara, Zhang, Serena +9 · 5 citations
Medicine · #COVID-19 diagnosis using AI
- FineRadScore: A Radiology Report Line-by-Line Evaluation Technique Generating Corrections with Severity Scores
2024/05/31 by Alyssa Huang, Huang, Alyssa, Oishi Banerjee +7 · 4 citations
Computer Science · Medicine · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Radiology practices and education #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Augmenting medical image classifiers with synthetic data from latent diffusion models
2023/08/23 by Luke W. Sagers, Sagers, Luke W., James A. Diao +15 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics
- Direct Preference Optimization for Suppressing Hallucinated Prior Exams in Radiology Report Generation
2024/06/10 by Oishi Banerjee, Hong-Yu Zhou, Banerjee, Oishi +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models
2024/11/27 by Alice Heiman, Xiaoman Zhang, Heiman, Alice +7 · 3 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- ReXErr: Synthesizing Clinically Meaningful Errors in Diagnostic Radiology Reports
2024/09/17 by Vishwanatha M. Rao, Serena Zhang, Rao, Vishwanatha M. +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Radiology practices and education
- Video Pretraining Advances 3D Deep Learning on Chest CT Tasks
2023/04/02 by Alexander Ke, Shih-Cheng Huang, Ke, Alexander +9 · 1 citation
Medicine · Engineering · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications #Medical Imaging and Analysis
- The Impact of AI Assistance on Radiology Reporting: A Pilot Study Using Simulated AI Draft Reports
2024/12/16 by Julián Acosta, Siddhant Dogra, Acosta, Julián N. +11 · 2 citations
Medicine · #Artificial Intelligence in Healthcare and Education #Radiomics and Machine Learning in Medical Imaging #Radiology practices and education
- The generative era of medical AI
2025/07/01 by John Fahrner, L. John Fahrner, Emma Chen +3 · 1 voice · 5 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Radiomics and Machine Learning in Medical Imaging
- RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction
2023/08/09 by Sameer Khanna, Khanna, Sameer, Adam Dejl +10 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting
2023/10/26 by Benjamin C. Yan, Ruochen Liu, Yan, Benjamin +19 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- HeadCT-ONE: Enabling Granular and Controllable Automated Evaluation of Head CT Radiology Report Generation
2024/09/19 by Julián Acosta, Xiaoman Zhang, Acosta, Julián N. +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- A Synthetic Data-Driven Radiology Foundation Model for Pan-tumor Clinical Diagnosis
2025/02/10 by Wenhui Lei, Lei, Wenhui, Hanyu Chen +29 · 1 citation
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Medical Imaging Techniques and Applications
- MedAug: Contrastive learning leveraging patient metadata improves\n representations for chest X-ray interpretation
2021/02/21 by Yen Nhi Truong Vu, Vu, Yen Nhi Truong, Richard Wang +9 · 1 citation
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) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Mycobacterium research and diagnosis #electronic engineering #information engineering
- ReXplain: Translating Radiology into Patient-Friendly Video Reports
2024/10/01 by Luyang Luo, J. Vairavamurthy, Luo, Luyang +16 · 1 citation
Medicine · #Radiology practices and education
- ReX-MLE: The Autonomous Agent Benchmark for Medical Imaging Challenges
2025/12/19 by Roshan Kenia, Xiaoman Zhang, Kenia, Roshan +3 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications