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Intramucosal Inoculation of Squamous Cell Carcinoma Cells in Mice for Tumor Immune Profiling and Treatment Response Assessment

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Radiomic Application for Head and Neck Squamocellular Tumor: Systematic Review.

D Messineo¹, F Massaro¹, P Izzo²

¹Radiological, Oncological and Anatomo-Pathological Sciences Department, Sapienza University of Rome, Rome, Italy.

La Clinica Terapeutica

|April 4, 2024

Summary

This summary is machine-generated.

Radiomics analysis of head and neck squamous cell carcinoma (HNSCC) reveals imaging features linked to Human Papillomavirus (HPV) status. This approach aids in evaluating tumors, stratifying risk, and predicting outcomes in HNSCC patients.

Keywords:

HPV Radiomics head and neck cancer squamous cellular tumor

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Area of Science:

Artificial intelligence in medical imaging.
Radiological data analysis for oncology.

Background:

Head and neck squamous cell carcinoma (HNSCC) is a prevalent cancer.
Radiomics shows correlations between imaging characteristics and molecular features, including Human Papillomavirus (HPV) status in HNSCC.
HPV-positive HNSCC often affects younger patients and responds well to radiation therapy.

Approach:

Systematic literature review of radiomics applications in the head and neck region.
Comprehensive analysis of radiomics studies focused on HNSCC.
Evaluation of radiomics for tumor assessment, risk stratification, and outcome prediction.

Key Points:

Radiomics leverages AI and imaging data for cancer analysis.
Specific radiomic features in HNSCC correlate with HPV status.
Potential for radiomics in personalized HNSCC treatment strategies.

Conclusions:

Radiomics offers a promising non-invasive tool for HNSCC characterization.
Further research can optimize radiomics for improved head and neck cancer management.
Integration of radiomics into clinical practice may enhance patient outcomes.