Ravi K. Samala

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

Hazards of data leakage in machine learning: a study on classification of breast cancer using deep neural networks

2020 · 36 Zit. · Medical Imaging 2020: Computer-Aided Diagnosis

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

Proceedings of the NHLBI Workshop on Artificial Intelligence in Cardiovascular Imaging

2023 · 28 Zit. · JACC. Cardiovascular imaging

Measurement and Mitigation of Bias in Artificial Intelligence: A Narrative Literature Review for Regulatory Science

2023 · 26 Zit. · Clinical Pharmacology & Therapeutics

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

2024 · 20 Zit. · BJR|Artificial Intelligence

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

Proceedings of the NHLBI Workshop on Artificial Intelligence in Cardiovascular Imaging: Translation to Patient Care

2023 · 3 Zit. · SSRN Electronic Journal

Manipulation of sources of bias in AI device development

2024 · 3 Zit.

Decision region analysis to deconstruct the subgroup influence on AI/ML predictions

2023 · 1 Zit.

Medical Imaging Data Strategies for Catalyzing AI Medical Device Innovation

2025 · 1 Zit. · Journal of Imaging Informatics in Medicine