Predictive value of initial FDG-PET features for treatment response and survival in esophageal cancer patients treated with chemo-radiation therapy using a random forest classifier
Author:
Funder
Association Nationale de la Recherche et de la Technologie
Dosisoft
Publisher
Public Library of Science (PLoS)
Subject
Multidisciplinary
Reference52 articles.
1. Improvements in Cancer Staging with PET/CT: Literature-Based Evidence as of September 2006;J Czernin;J Nucl Med,2007
2. Predictive and Prognostic Value of Metabolic Tumour Volume and Total Lesion Glycolysis in Solid Tumours;C Van De Wiele;Eur J Nucl Med Mol Imaging,2013
3. Textural Parameters of Tumor Heterogeneity in 18F-FDG PET/CT for Therapy Response Assessment and Prognosis in Patients with Locally Advanced Rectal Cancer;RA Bundschuh;J Nucl Med,2014
4. Exploring feature-based approaches in PET images for predicting cancer treatment outcomes;I El Naqa;Pattern Recogn,2009
5. Textural Features for Image Classification;RM Haralick;IEEE T Syst Man Cyb,1973
Cited by 37 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. Multi-omics approaches for biomarker discovery in predicting the response of esophageal cancer to neoadjuvant therapy: A multidimensional perspective;Pharmacology & Therapeutics;2024-02
2. Optimizing Soil Moisture Retrieval: Utilizing Compact Polarimetric Features with Advanced Machine Learning Techniques;Land;2023-09-29
3. Radiomics and dosiomics for predicting complete response to definitive chemoradiotherapy patients with oesophageal squamous cell cancer using the hybrid institution model;European Radiology;2023-08-17
4. The application of radiomics in esophageal cancer: Predicting the response after neoadjuvant therapy;Frontiers in Oncology;2023-04-06
5. Radiomics in Oncological PET Imaging: A Systematic Review—Part 2, Infradiaphragmatic Cancers, Blood Malignancies, Melanoma and Musculoskeletal Cancers;Diagnostics;2022-05-27
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