Artificial Intelligence-based methods in head and neck cancer diagnosis: an overview

• Published in: British journal of cancer Vol. 124; no. 12; pp. 1934 - 1940
• Main Authors: Mahmood, Hanya, Shaban, Muhammad, Rajpoot, Nasir, Khurram, Syed A.
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 08.06.2021; Nature Publishing Group
• Subjects: 631/67/1536; 692/4028/67/1536; Artificial Intelligence; Biomedical and Life Sciences; Biomedicine; Cancer Research; Deep learning; Drug Resistance; Epidemiology; Head & neck cancer; Head and Neck Neoplasms - diagnosis; Head and Neck Neoplasms - pathology; Humans; Image processing; Image Processing, Computer-Assisted - methods; Larynx; Learning algorithms; Machine Learning; Medical diagnosis; Medical Oncology - methods; Medical Oncology - trends; Molecular Medicine; Nasopharynx; Oncology; Oral cavity; Oropharynx; Pattern Recognition, Automated; Reviews; Salivary gland

Background This paper reviews recent literature employing Artificial Intelligence/Machine Learning (AI/ML) methods for diagnostic evaluation of head and neck cancers (HNC) using automated image analysis. Methods Electronic database searches using MEDLINE via OVID, EMBASE and Google Scholar were cond...