Insight into Radiomics in Head and Neck Cancer

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作者

Manju Krishna¹ , Jayachandran Sadaksharam¹

1. Department of Oral Medicine and Radiology,Tamil Nadu Government Dental College and Hospital,Chennai

会议/活动

34th National Conference of Indian Academy of Oral Medicine and Radiology, December 2023 (Davangere, Karnataka, India)

海报摘要

Head and neck cancers are heterogenous, aggressive and genetically complex collection of malignancies of the oral cavity, nasopharynx, oropharynx, hypopharynx, larynx, paranasal sinuses and salivary glands. About 90% of all head and neck cancers are squamous cell carcinomas. Head and neck cancers represent a unique set of diagnostic and therapeutic challenges by nature of its complex anatomy and heterogeneity. Radiomics, a subdomain of artificial intelligence holds the potential to address these barriers. Radiomics is a modern and innovative method, consists in extracting large amounts of quantitative features from digital medical images. This poster highlights the application of radiomics in patients with head and cancer in diagnosis, prognosis and treatment response.

关键词

Radiomics, Head and neck cancer, Machine learning, Texture analysis, Diagnostic imaging

研究领域

Medical Imaging

参考文献

1. Tortora, M.; Gemini, L.; Scaravilli, A.; Ugga, L.; Ponsiglione, A.; Stanzione, A.; D’Arco, F.; D’Anna, G.; Cuocolo, R. Radiomics Applications in Head and Neck Tumor Imaging: A Narrative Review. Cancers 2023, 15, 1174.
2. Jayachandran, S.; Nagarajan, Nivethitha; Archana, M.. Cone-Beam Computed Tomography: Fractal Analysis of Osseous Changes in Temporomandibular Joint for Rheumatoid Arthritis Patients. Indian Journal of Rheumatology 17(1):p 41-46, March 2022.

基金

暂无数据

补充材料

暂无数据

附加信息

利益冲突

No competing interests were disclosed.

数据可用性声明

Data sharing not applicable to this poster as no datasets were generated or analyzed during the current study.

知识共享许可协议

Copyright © 2024 Krishna et al. This is an open access work distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.