[HTML][HTML] Overview of artificial intelligence-based applications in radiotherapy: Recommendations for implementation and quality assurance

L Vandewinckele, M Claessens, A Dinkla… - Radiotherapy and …, 2020 - Elsevier
Artificial Intelligence (AI) is currently being introduced into different domains, including
medicine. Specifically in radiation oncology, machine learning models allow automation and …

A survey on artificial intelligence assurance

FA Batarseh, L Freeman, CH Huang - Journal of Big Data, 2021 - Springer
Artificial Intelligence (AI) algorithms are increasingly providing decision making and
operational support across multiple domains. AI includes a wide (and growing) library of …

Introduction to machine and deep learning for medical physicists

S Cui, HH Tseng, J Pakela, RK Ten Haken… - Medical …, 2020 - Wiley Online Library
Recent years have witnessed tremendous growth in the application of machine learning
(ML) and deep learning (DL) techniques in medical physics. Embracing the current big data …

Artificial intelligence in radiotherapy

G Li, X Wu, X Ma - Seminars in Cancer Biology, 2022 - Elsevier
Radiotherapy is a discipline closely integrated with computer science. Artificial intelligence
(AI) has developed rapidly over the past few years. With the explosive growth of medical big …

Regulatory aspects of the use of artificial intelligence medical software

F Zanca, C Brusasco, F Pesapane, Z Kwade… - Seminars in radiation …, 2022 - Elsevier
The rapidly evolving scenario of Artificial intelligence (AI) in medicine comes with new
regulatory challenges, including certification, ownership, and control of data sharing, privacy …

Artificial intelligence: reshaping the practice of radiological sciences in the 21st century

I El Naqa, MA Haider, ML Giger… - The British journal of …, 2020 - academic.oup.com
Advances in computing hardware and software platforms have led to the recent resurgence
in artificial intelligence (AI) touching almost every aspect of our daily lives by its capability for …

Integration of AI and machine learning in radiotherapy QA

MF Chan, A Witztum, G Valdes - Frontiers in artificial intelligence, 2020 - frontiersin.org
The use of machine learning and other sophisticated models to aid in prediction and
decision making has become widely popular across a breadth of disciplines. Within the …

Predicting gamma passing rates for portal dosimetry‐based IMRT QA using machine learning

D Lam, X Zhang, H Li, Y Deshan, B Schott… - Medical …, 2019 - Wiley Online Library
Purpose Intensity‐modulated radiation therapy (IMRT) quality assurance (QA)
measurements are routinely performed prior to treatment delivery to verify dose calculation …

Improving the quality of care in radiation oncology using artificial intelligence

SMH Luk, EC Ford, MH Phillips, AM Kalet - Clinical Oncology, 2022 - Elsevier
Radiation therapy is a complex process involving multiple professionals and steps from
simulation to treatment planning to delivery, and these procedures are prone to error …

Artificial intelligence and the medical physicist: welcome to the machine

M Avanzo, A Trianni, F Botta, C Talamonti, M Stasi… - Applied Sciences, 2021 - mdpi.com
Artificial intelligence (AI) is a branch of computer science dedicated to giving machines or
computers the ability to perform human-like cognitive functions, such as learning, problem …