An Integrated Neuroimaging Approach for the Prediction and Analysis of Alzheimer’s Disease and its Prodromal Stages

Keywords

Neuroimaging, Positron emission tomography, Multivariate statistics, Magnetic resonance imaging, Pattern recognition (psychology)

References

• Multi- and Megavariate Data Analysis : Part II: Advanced Applications and Method ExtensionsLennart Eriksson, Erik Johansson, Nouna Kettaneh‐Wold — 2006
• Neurotechnique Whole Brain Segmentation: Automated Labeling of Neuroanatomical Structures in the Human BrainBruce Fischl, David H. Salat, Evelina Busa — 2002
• Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS)Beatriz Galindo‐Prieto, Lennart Eriksson, Johan Trygg — 2014
• The Cortical Signature of Alzheimer's Disease: Regionally Specific Cortical Thinning Relates to Symptom Severity in Very Mild to Mild AD Dementia and is Detectable in Asymptomatic Amyloid-Positive IndividualsBradford C. Dickerson, Akram Bakkour, David H. Salat — 2008
• Inclusion of Neuropsychological Scores in Atrophy Models Improves Diagnostic Classification of Alzheimer's Disease and Mild Cognitive ImpairmentMohammed Goryawala, Qi Zhou, Warren Barker — 2015
• Hippocampal shape is predictive for the development of dementia in a normal, elderly populationHakim C. Achterberg, Fedde van der Lijn, Tom den Heijer — 2014
• Functional connectivity changes differ in early and late‐onset alzheimer's diseaseNatalina Gour, Olivier Félician, Mira Didic — 2014
• “Mini-mental state”: A practical method for grading the cognitive state of patients for the clinicianMarshal F. Folstein, Susan E. Folstein, Paul R. McHugh — 1975
• Diminished glucose transport and phosphorylation in Alzheimer's disease determined by dynamic FDG-PET.Morand Piert, R A Koeppe, Bruno Giordani — 1996
• Alzheimer's disease: longitudinal CT studies of ventricular change.Mony J. de Leon, Ajax E. George, ‌Barry Reisberg — 1989
• A practical guideline for intracranial volume estimation in patients with Alzheimer's diseaseSaman Sargolzaei, Arman Sargolzaei, Mercedes Cabrerizo — 2015
• Induced Effects of Transcranial Magnetic Stimulation on the Autonomic Nervous System and the Cardiac RhythmMercedes Cabrerizo, Anastasio Cabrera, Juan O. Perez — 2014
• Perspectives in Molecular Imaging Using Staging Biomarkers and Immunotherapies in Alzheimer's DiseaseBenoît Leclerc, Abedelnasser Abulrob — 2013
• The use of PET in Alzheimer diseaseAgneta Nordberg, Juha O. Rinne, Ahmadul Kadir — 2010
• Preclinical prediction of Alzheimer's disease using SPECTKeith A. Johnson, Kelvyn Jones, B.L. Holman — 1998
• SPECT perfusion imaging in the diagnosis of Alzheimer’s diseaseWilliam Jagust, Ronald A. Thisted, Michael D. Devous — 2001
• Correlation between rates of brain atrophy and cognitive decline in ADNick C. Fox, Rachael I. Scahill, William R. Crum — 1999
• Discriminating regional functional networks in pediatric epilepsyJin Wang, Anas Salah Eddin, Qi Zhou — 2013
• Oral contraceptive use and uterine leiomyoma risk: a meta-analysis based on cohort and case–control studiesJiabi Qin, Tubao Yang, Fan-jing Kong — 2013
• Prediction of conversion from mild cognitive impairment to Alzheimer's disease dementia based upon biomarkers and neuropsychological test performanceMichael Ewers, Cathal Walsh, John Q. Trojanowski — 2010

Cited by

• Frameworks to Investigate Robustness and Disease Characterization/Prediction Utility of Time-Varying Functional Connectivity State Profiles of the Human Brain at RestA. Abrol — 2018
• Recommendations for machine learning benchmarks in neuroimagingRamona Leenings, Nils R. Winter, Udo Dannlowski — 2022

Related papers

• On normalization of inconsistency indicators in pairwise comparisonsWaldemar W. Koczkodaj, Jean-Pierre Magnot, Jiří Mazurek — 2017
• [The incidence of reversible dementia in 145 patients referred on suspicion of dementia].Pia Würtzen Norup, Jan W. Kufahl, Jens Bülow Feilberg — 2002
• When Memory Fails: Helping the Alzheimer's and Dementia PatientA. J. Edwards — 1994
• Controlling Covariate Shift using Equilibrium Normalization of WeightsAaron Defazio, Léon Bottou — 2018
• Pediatric Neuroimaging (Contemporary Neuroimaging, Vol. 1)Ehsan Afshani — 1990
• A New Method of Score Normalization for Text-Independent Speaker VerificationBeiqian Dai — 2006
• Dementia risk prediction: are we there yet?Sanjeev M. Kamat, Anjali S. Kamat, George T. Grossberg — 2010
• Extended Batch NormalizationChunjie Luo, Jianfeng Zhan, Lei Wang — 2020
• Difference in Euclidean Norm Can Cause Semantic Divergence in Batch NormalizationZhennan Wang, Kehan Li, Runyi Yu — 2022