Development of prediction models for one-year brain tumour survival using machine learning: a comparison of accuracy and interpretability
Author:
Funder
Cancer Research UK
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications,Software
Reference66 articles.
1. Longer-term (≤ 2 years) survival in patients with glioblastoma in population-based studies pre-and post-2005: a systematic review and meta-analysis;Poon;Sci. Rep.,2020
2. Survival and low-grade glioma: the emergence of genetic information;Claus;Neurosurg. Focus,2015
3. Outcome prediction in patients with glioblastoma by using imaging, clinical, and genomic biomarkers: focus on the nonenhancing component of the tumor;Jain;Radiology,2014
4. Machine learning applications in cancer prognosis and prediction;Kourou;Comput. Struct. Biotechnol. J.,2015
5. Predicting survival after surgery for brain tumour patients: A machine learning study on clinical data and molecular data;Fulop,2019
Cited by 7 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. Stacking GA 2 M for inherently interpretable fraudulent reviewer identification by fusing target and non-target features;International Journal of General Systems;2024-07-28
2. Medical-informed machine learning: integrating prior knowledge into medical decision systems;BMC Medical Informatics and Decision Making;2024-06-28
3. Machine learning models’ assessment: trust and performance;Medical & Biological Engineering & Computing;2024-06-08
4. Novel ensemble feature selection techniques applied to high-grade gastroenteropancreatic neuroendocrine neoplasms for the prediction of survival;Computer Methods and Programs in Biomedicine;2024-02
5. Exploring the Landscape of Machine Learning Applications in Neurosurgery: A Bibliometric Analysis and Narrative Review of Trends and Future Directions;World Neurosurgery;2024-01
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