Bradley J. Erickson
Mayo Clinic · US
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
The RSNA Pediatric Bone Age Machine Learning Challenge
2018 · 448 Zit. · Radiology
Magician’s Corner: 9. Performance Metrics for Machine Learning Models
2021 · 275 Zit. · Radiology Artificial Intelligence
Challenges Related to Artificial Intelligence Research in Medical Imaging and the Importance of Image Analysis Competitions
2019 · 163 Zit. · Radiology Artificial Intelligence
Mitigating Bias in Radiology Machine Learning: 1. Data Handling
2022 · 123 Zit. · Radiology Artificial Intelligence
Discerning Tumor Status from Unstructured MRI Reports—Completeness of Information in Existing Reports and Utility of Automated Natural Language Processing
2009 · 97 Zit. · Journal of Digital Imaging
Mitigating Bias in Radiology Machine Learning: 3. Performance Metrics
2022 · 87 Zit. · Radiology Artificial Intelligence
Mitigating Bias in Radiology Machine Learning: 2. Model Development
2022 · 78 Zit. · Radiology Artificial Intelligence
Quantifying Uncertainty in Deep Learning of Radiologic Images
2023 · 71 Zit. · Radiology
Creating High Fidelity Synthetic Pelvis Radiographs Using Generative Adversarial Networks: Unlocking the Potential of Deep Learning Models Without Patient Privacy Concerns
2022 · 32 Zit. · The Journal of Arthroplasty
FDA Review of Radiologic AI Algorithms: Process and Challenges
2024 · 31 Zit. · Radiology
An Overview of Machine Learning in Orthopedic Surgery: An Educational Paper
2023 · 29 Zit. · The Journal of Arthroplasty
Reproducibility of Deep Learning Algorithms Developed for Medical Imaging Analysis: A Systematic Review
2023 · 23 Zit. · Journal of Digital Imaging
Magician’s Corner: 6. TensorFlow and TensorBoard
2020 · 21 Zit. · Radiology Artificial Intelligence
Exploring the potential of generative artificial intelligence in medical image synthesis: opportunities, challenges, and future directions
2025 · 16 Zit. · The Lancet Digital Health
The Role of Geometry in Convolutional Neural Networks for Medical Imaging
2023 · 16 Zit. · Mayo Clinic Proceedings Digital Health