Gaussian Process-based prediction of memory performance and biomarker status in ageing and Alzheimer’s disease—A systematic model evaluation-Reference-Cited by-同舟云学术

Gaussian Process-based prediction of memory performance and biomarker status in ageing and Alzheimer’s disease—A systematic model evaluation

Published:2023-12 Issue: Volume:90 Page:102913
ISSN:1361-8415
Container-title:Medical Image Analysis
language:en
Short-container-title:Medical Image Analysis

Author:

Nemali A.^ORCID,Vockert N.^ORCID,Berron D.^ORCID,Maas A.^ORCID,Bernal J.^ORCID,Yakupov R.^ORCID,Peters O.,Gref D.,Cosma N.^ORCID,Preis L.^ORCID,Priller J.,Spruth E.,Altenstein S.,Lohse A.,Fliessbach K.,Kimmich O.,Vogt I.,Wiltfang J.^ORCID,Hansen N.,Bartels C.^ORCID,Schott B.H.,Maier F.^ORCID,Meiberth D.,Glanz W.^ORCID,Incesoy E.^ORCID,Butryn M.,Buerger K.,Janowitz D.,Pernecky R.,Rauchmann B.^ORCID,Burow L.,Teipel S.^ORCID,Kilimann I.^ORCID,Göerß D.^ORCID,Dyrba M.^ORCID,Laske C.,Munk M.,Sanzenbacher C.,Müller S.,Spottke A.,Roy N.,Heneka M.,Brosseron F.^ORCID,Roeske S.^ORCID,Dobisch L.,Ramirez A.^ORCID,Ewers M.,Dechent P.,Scheffler K.^ORCID,Kleineidam L.,Wolfsgruber S.,Wagner M.^ORCID,Jessen F.,Duzel E.,Ziegler G.

Funder

Deutsches Zentrum für Neurodegenerative Erkrankungen

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference135 articles.

1. Reduction of confounding effects with voxel-wise Gaussian process regression in structural MRI;Abdulkadir,2014

2. Monotonic Gaussian Process for spatio-temporal disease progression modeling in brain imaging data;Abi Nader;Neuroimage,2020

3. Deriving reproducible biomarkers from multi-site resting-state data: An autism-based example;Abraham;NeuroImage,2017

4. Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning;Abrol;Nat. Commun.,2021

5. Modeling longitudinal imaging biomarkers with parametric Bayesian multi-task learning;Aksman;Hum. Brain Map.,2019

Cited by 3 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. Enhancing medical image classification via federated learning and pre-trained model;Egyptian Informatics Journal;2024-09

2. Data-Driven Insights into Labor Progression with Gaussian Processes;Bioengineering;2024-01-11

3. MicrobeTCM: a comprehensive platform for the interactions of microbiota and traditional Chinese medicine;Pharmacological Research;2024-01