Artificial Intelligence in Head and Neck Cancer: A Systematic Review of Systematic Reviews.

Antti Aarni Mäkitie Rasheed Omobolaji AlabiSweet Ping NgRobert P TakesK Thomas RobbinsOhad RonenAshok R ShahaPatrick J BradleyNabil F SabaSandra NuytsAsterios TriantafyllouCesare PiazzaAlessandra Rinaldo Alfio Ferlito

Published in: Advances in therapy (2023)

At present, there is a paucity of evidence to suggest the adoption of these models in clinical practice due to the aforementioned limitations. Therefore, this manuscript highlights the need for development of standardized guidelines to facilitate the adoption and implementation of these models in the daily clinical practice. In addition, adequately powered, prospective, randomized controlled trials are urgently needed to further assess the potential of AI/ML models in real-world clinical settings for the management of HNC.

Keyphrases

artificial intelligence
clinical practice
machine learning
big data
deep learning
randomized controlled trial
systematic review
electronic health record
primary care
physical activity
healthcare
quality improvement