Matthew P. Lungren
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Preparing Medical Imaging Data for Machine Learning
2020 · 934 Zit. · Radiology
Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines
2020 · 739 Zit. · npj Digital Medicine
Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet
2018 · 711 Zit. · PLoS Medicine
AI recognition of patient race in medical imaging: a modelling study
2022 · 483 Zit. · The Lancet Digital Health
Performance of a Deep-Learning Neural Network Model in Assessing Skeletal Maturity on Pediatric Hand Radiographs
2017 · 453 Zit. · Radiology
The Current and Future State of AI Interpretation of Medical Images
2023 · 389 Zit. · New England Journal of Medicine
MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs
2017 · 248 Zit. · arXiv (Cornell University)
Human–machine partnership with artificial intelligence for chest radiograph diagnosis
2019 · 246 Zit. · npj Digital Medicine
Deep Learning to Classify Radiology Free-Text Reports
2017 · 223 Zit. · Radiology
Ethics of Using and Sharing Clinical Imaging Data for Artificial Intelligence: A Proposed Framework
2020 · 184 Zit. · Radiology
Implementation of Clinical Artificial Intelligence in Radiology: Who Decides and How?
2022 · 120 Zit. · Radiology
Automated abnormality detection in lower extremity radiographs using deep learning
2019 · 87 Zit. · Nature Machine Intelligence
Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study
2022 · 86 Zit. · The Lancet Digital Health
Artificial Intelligence Algorithm Improves Radiologist Performance in Skeletal Age Assessment: A Prospective Multicenter Randomized Controlled Trial
2021 · 80 Zit. · Radiology
Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging
2022 · 80 Zit. · 2022 ACM Conference on Fairness, Accountability, and Transparency