A deep learning and radiomics fusion model based on contrast-enhanced computer tomography improves preoperative identification of cervical lymph node metastasis of oral squamous cell carcinoma-Reference-Cited by-同舟云学术

A deep learning and radiomics fusion model based on contrast-enhanced computer tomography improves preoperative identification of cervical lymph node metastasis of oral squamous cell carcinoma

Published:2023-12-27 Issue:1 Volume:28 Page:
ISSN:1436-3771
Container-title:Clinical Oral Investigations
language:en
Short-container-title:Clin Oral Invest

Author:

Chen Zhen,Yu Yao,Liu Shuo,Du Wen,Hu Leihao,Wang Congwei,Li Jiaqi,Liu Jianbo,Zhang Wenbo,Peng Xin

Funder

Program of the new clinical techniques of Peking University School and Hospital of Stomatology

Publisher

Springer Science and Business Media LLC

Subject

General Dentistry

Link

https://link.springer.com/content/pdf/10.1007/s00784-023-05423-2.pdf

Reference39 articles.

1. Funk GF, Karnell LH, Robinson RA, Zhen WK, Trask DK, Hoffman HT (2002) Presentation, treatment, and outcome of oral cavity cancer: a National Cancer Data Base report. Head Neck 24:165–180. https://doi.org/10.1002/hed.10004

2. Shield KD, Ferlay J, Jemal A, Sankaranarayanan R, Chaturvedi AK, Bray F, Soerjomataram I (2017) The global incidence of lip, oral cavity, and pharyngeal cancers by subsite in 2012. CA Cancer J Clin 67:51–64. https://doi.org/10.3322/caac.21384

3. Amit M, Yen TC, Liao CT, Binenbaum Y, Chaturvedi P, Agarwal JP, Kowalski LP, Ebrahimi A, Clark JR, Cernea CR, Brandao SJ, Kreppel M, Zöller J, Fliss D, Bachar G, Shpitzer T, Bolzoni VA, Patel PR, Jonnalagadda S, Robbins KT, Shah JP, Patel SG, Gil Z (2013) Clinical nodal stage is a significant predictor of outcome in patients with oral cavity squamous cell carcinoma and pathologically negative neck metastases: results of the international consortium for outcome research. Ann Surg Oncol 20:3575–3581. https://doi.org/10.1245/s10434-013-3044-0

4. Forghani R, Yu E, Levental M, Som PM, Curtin HD (2015) Imaging evaluation of lymphadenopathy and patterns of lymph node spread in head and neck cancer. Expert Rev Anticancer Ther 15:207–224. https://doi.org/10.1586/14737140.2015.978862

5. Kelly HR, Curtin HD (2017) Chapter 2 Squamous cell carcinoma of the head and neck-imaging evaluation of regional lymph nodes and implications for management. Semin Ultrasound CT MR 38:466–478. https://doi.org/10.1053/j.sult.2017.05.003