Extreme gradient boosting model to assess risk of central cervical lymph node metastasis in patients with papillary thyroid carcinoma: Individual prediction using SHapley Additive exPlanations
Author:
Funder
National Natural Science Foundation of China
National Key Research and Development Program of China
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications,Software
Reference37 articles.
1. R.L. Siegel, K.D. Miller, A. Jemal, Cancer statistics, 2020. CA: a cancer journal for clinicians. 2020;70(1):7–30. doi:10.3322/caac.21590.
2. R.L. Siegel, K.D. Miller, H.E. Fuchs, A. Jemal, Cancer Statistics, 2021. CA: a cancer journal for clinicians. 2021;71(1):7–33. doi:10.3322/caac.21654.
3. Prophylactic central lymph node dissection in cN0 patients with papillary thyroid carcinoma: a retrospective study in China;Xue;Asian J. Surg.,2016
4. D. Yazici, B. Colakoglu, B. Saglam, et al. Effect of prophylactic central neck dissection on the surgical outcomes in papillary thyroid cancer: experience in a single center. European archives of oto-rhino-laryngology: official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS): affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery. 2020;277(5):1491–1497. doi:10.1007/s00405-020-05830-1.
5. American Thyroid Association design and feasibility of a prospective randomized controlled trial of prophylactic central lymph node dissection for papillary thyroid carcinoma;Carling;Thyroid,2012
Cited by 17 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Machine learning approach for microbial growth kinetics analysis of acetic acid-producing bacteria isolated from organic waste;Biochemical Engineering Journal;2024-02
2. A new interpretable prediction framework for step-like landslide displacement;Stochastic Environmental Research and Risk Assessment;2024-01-12
3. AI-Driven Decision-Making Applications in Pharmaceutical Sciences;Advances in Media, Entertainment, and the Arts;2024-01-10
4. Machine learning models for early prediction of potassium lowering effectiveness and adverse events in patients with hyperkalemia;Scientific Reports;2024-01-06
5. Factor analysis based on SHapley Additive exPlanations for sepsis-associated encephalopathy in ICU mortality prediction using XGBoost — a retrospective study based on two large database;Frontiers in Neurology;2023-12-14
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3