Radiomic Application for Head and Neck Squamocellular Tumor: Systematic Review
V. 175 N. 2 (2024), Systematic review
V. 175 N. 2 (2024)

Radiomic Application for Head and Neck Squamocellular Tumor: Systematic Review: doi: 10.7417/CT.2024.5048

Systematic review
Pubblicato 2024-04-02
D. Messineo
Radiological, Oncological and Anatomo-Pathological Sciences Department, Sapienza University of Rome, Rome, Italy
F. Massaro
Radiological, Oncological and Anatomo-Pathological Sciences Department, Sapienza University of Rome, Rome, Italy
P. Izzo
Radiological, Oncological and Anatomo-Pathological Sciences Department, Sapienza University of Rome, Rome, Italy
A. Milani
” Pietro Valdoni” Surgery Department I, Sapienza University of Rome, Rome, Italy
R. Polimeni
Organi di senso Department, Sapienza University of Rome,Rome, Italy
G. Iannella
Organi di senso Department, Sapienza University of Rome,Rome, Italy
S. Marinozzi
Department of Molecular Medicine, Unit of History of Medicine and Bioethics, Sapienza University of Rome, Rome,Italy
F. Consorti
Scienze Chirurgiche Department, Sapienza University of Rome, Rome, Italy
S. Cocuzza
Otorinolaringoiatria Department, University ofCatania, Catania, Italy
A. Maniaci
Otorinolaringoiatria Department, University ofCatania, Catania, Italy
A. Mucchino
Organi di senso Department, Sapienza University of Rome,Rome, Italy
M. Nannarelli
Organi di senso Department, Sapienza University of Rome,Rome, Italy
A. Greco
Organi di senso Department, Sapienza University of Rome,Rome, Italy 4
G. Magliulo
Organi di senso Department, Sapienza University of Rome,Rome, Italy
M. Salducci
Organi di senso Department, Sapienza University of Rome,Rome, Italy
A. Pace
Organi di senso Department, Sapienza University of Rome,Rome, Italy - Scienze Chirurgiche Department, Sapienza University of Rome, Rome, Italy
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Parole chiave

radiomics
head and neck cancer
squamous cellular tumor
HPV

Abstract

Radiomics represents the convergence of artificial intelligence and radiological data analysis, primarily applied in the diagnosis and treatment of cancer. In the head and neck region, squamous cell carcinoma is the most prevalent type of tumor. Recent radiomics research has revealed that specific bio-imaging characteristics correlate with various molecular features of Head and Neck Squamous Cell Carcinoma (HNSCC), particularly Human Papillomavirus (HPV). These tumors typically present a unique phenotype, often affecting younger patients, and show a favorable response to radiation therapy. This study provides a systematic review of the literature, summarizing the application of radiomics in the head and neck region. It offers a comprehensive analysis of radiomics-based studies on HNSCC, evaluating its potential for tumor evaluation, risk stratification, and outcome prediction in head and neck cancer treatment

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