Daniel L. Rubin

Preparing Medical Imaging Data for Machine Learning

2020 · 956 Zit. · Radiology

Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms

2020 · 409 Zit. · JAMA Network Open

Distributed deep learning networks among institutions for medical imaging

2018 · 345 Zit. · Journal of the American Medical Informatics Association

Regulatory Frameworks for Development and Evaluation of Artificial Intelligence–Based Diagnostic Imaging Algorithms: Summary and Recommendations

2020 · 178 Zit. · Journal of the American College of Radiology

Putting the data before the algorithm in big data addressing personalized healthcare

2019 · 148 Zit. · npj Digital Medicine

Privacy preservation for federated learning in health care

2024 · 132 Zit. · Patterns

Artificial Intelligence in Imaging: The Radiologist’s Role

2019 · 104 Zit. · Journal of the American College of Radiology

SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging

2022 · 77 Zit. · IEEE Journal of Biomedical and Health Informatics

Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence

2021 · 74 Zit. · Nature Machine Intelligence

Integrating Al Algorithms into the Clinical Workflow

2021 · 71 Zit. · Radiology Artificial Intelligence

A collaborative online AI engine for CT-based COVID-19 diagnosis

2020 · 47 Zit. · medRxiv

Challenges and opportunities for artificial intelligence in oncological imaging

2021 · 41 Zit. · Clinical Radiology

A Bayesian Network for Differentiating Benign From Malignant Thyroid Nodules Using Sonographic and Demographic Features

2011 · 38 Zit. · American Journal of Roentgenology

Automated Identification and Measurement Extraction of Pancreatic Cystic Lesions from Free-Text Radiology Reports Using Natural Language Processing

2021 · 37 Zit. · Radiology Artificial Intelligence

Data Sharing of Imaging in an Evolving Health Care World: Report of the ACR Data Sharing Workgroup, Part 1: Data Ethics of Privacy, Consent, and Anonymization

2021 · 27 Zit. · Journal of the American College of Radiology