Nicholas Petrick

A Road Map for Translational Research on Artificial Intelligence in Medical Imaging: From the 2018 National Institutes of Health/RSNA/ACR/The Academy Workshop

2019 · 123 Zit. · Journal of the American College of Radiology

AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer‐aided diagnosis in medical imaging

2022 · 85 Zit. · Medical Physics

Transparency of artificial intelligence/machine learning-enabled medical devices

2024 · 50 Zit. · npj Digital Medicine

Artificial intelligence in medicine: mitigating risks and maximizing benefits via quality assurance, quality control, and acceptance testing

2024 · 31 Zit. · BJR|Artificial Intelligence

Regulatory considerations for medical imaging AI/ML devices in the United States: concepts and challenges

2023 · 29 Zit. · Journal of Medical Imaging

AI and machine learning in medical imaging: key points from development to translation

2024 · 20 Zit. · BJR|Artificial Intelligence

A data-driven framework for identifying patient subgroups on which an AI/machine learning model may underperform

2024 · 9 Zit. · npj Digital Medicine

Applying queueing theory to evaluate wait-time-savings of triage algorithms

2024 · 7 Zit. · Queueing Systems

Discussion on “Approval policies for modifications to machine learning‐based software as a medical device: A study of bio‐creep” by Jean Feng, Scott Emerson, and Noah Simon

2020 · 6 Zit. · Biometrics

Considerations in the assessment of machine learning algorithm performance for medical imaging

2024 · 4 Zit. · Elsevier eBooks

Decision region analysis for generalizability of artificial intelligence models: estimating model generalizability in the case of cross-reactivity and population shift

2024 · 4 Zit. · Journal of Medical Imaging

Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models

2023 · 4 Zit. · Lecture notes in computer science

A Regulatory Science Perspective on Performance Assessment of Machine Learning Algorithms in Imaging

2023 · 4 Zit. · Neuromethods

Evaluation of wait time saving effectiveness of triage algorithms

2023 · 3 Zit. · arXiv (Cornell University)

Manipulation of sources of bias in AI device development

2024 · 3 Zit.