Brain-age prediction: A systematic comparison of machine learning workflows
Author:
Publisher
Elsevier BV
Subject
Cognitive Neuroscience,Neurology
Reference83 articles.
1. Antonopoulos, G., More, S., Raimondo, F., Eickhoff, S.B., Hoffstaedter, F. and Patil, K.R. 2023. A systematic comparison of VBM pipelines and their application to age prediction. BioRxiv.
2. A fast diffeomorphic image registration algorithm;Ashburner;Neuroimage,2007
3. Diffeomorphic registration using geodesic shooting and Gauss-Newton optimisation;Ashburner;Neuroimage,2011
4. Brain age prediction: a comparison between machine learning models using region- and voxel-based morphometric data;Baecker;Hum. Brain Mapp.,2021
5. MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide;Bashyam;Brain J. Neurol.,2020
Cited by 39 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. FreeSurfer version-shuffling can enhance brain age predictions;Neuroimage: Reports;2024-09
2. Decoding MRI-informed brain age using mutual information;Insights into Imaging;2024-08-26
3. Mega‐analysis of the brain‐age gap in substance use disorder: An ENIGMA Addiction working group study;Addiction;2024-08-21
4. Machine Learning and Deep Learning Approaches in Lifespan Brain Age Prediction: A Comprehensive Review;Tomography;2024-08-12
5. Do transformers and CNNs learn different concepts of brain age?;2024-08-09
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