Utility of MemTrax and Machine Learning Modeling in Classification of Mild Cognitive Impairment (English)
Free access
- New search for: Bergeron, Michael F.
- New search for: Landset, Sara
- New search for: Zhou, Xianbo
- New search for: Ding, Tao
- New search for: Khoshgoftaar, Taghi M.
- New search for: Zhao, Feng
- New search for: Du, Bo
- New search for: Chen, Xinjie
- New search for: Wang, Xuan
- New search for: Zhong, Lianmei
- New search for: Liu, Xiaolei
- New search for: Ashford, J. Wesson
- New search for: Loewenstein, David
- New search for: Bergeron, Michael F.
- New search for: Landset, Sara
- New search for: Zhou, Xianbo
- New search for: Ding, Tao
- New search for: Khoshgoftaar, Taghi M.
- New search for: Zhao, Feng
- New search for: Du, Bo
- New search for: Chen, Xinjie
- New search for: Wang, Xuan
- New search for: Zhong, Lianmei
- New search for: Liu, Xiaolei
- New search for: Ashford, J. Wesson
In:
Journal of Alzheimer's Disease
;
77
, 4
;
1545-1558
;
2020
- Article (Journal) / Electronic Resource
-
Title:Utility of MemTrax and Machine Learning Modeling in Classification of Mild Cognitive Impairment
-
Additional title:MemTrax and Machine Learning Modeling for MCI
-
Contributors:Loewenstein, David ( editor ) / Bergeron, Michael F. ( author ) / Landset, Sara ( author ) / Zhou, Xianbo ( author ) / Ding, Tao ( author ) / Khoshgoftaar, Taghi M. ( author ) / Zhao, Feng ( author ) / Du, Bo ( author ) / Chen, Xinjie ( author ) / Wang, Xuan ( author )
-
Published in:Journal of Alzheimer's Disease ; 77, 4 ; 1545-1558
-
Publisher:
- New search for: IOS Press
-
Place of publication:Amsterdam, The Netherlands
-
Publication date:2020-09-04
-
Size:14 pages
-
ISSN:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
-
Keywords:
-
Licence:
-
Source:
Table of contents – Volume 77, Issue 4
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1369
-
Peter Davies, PhD: A Life Committed to Changing the Face of Alzheimer’sTalan, Jamie et al. | 2020
- 1373
-
Anticoagulants for Treatment of Alzheimer’s DiseaseGrossmann, Klaus et al. | 2020
- 1383
-
Axonal Conduction Velocity in CA1 Area of Hippocampus is Reduced in Mouse Models of Alzheimer’s DiseaseGelman, Simon / Palma, Jonathan / Ghavami, Afshin et al. | 2020
- 1389
-
Development and Psychometrics Test of Home Environment Assessment Checklist for Community-Dwelling Older Adults with DementiaWang, Yi / Li, Liyu / Tian, Shuangyue / Wu, Jie / Wang, Zhiwen et al. | 2020
- 1397
-
Discovery and Functional Characterization of hPT3, a Humanized Anti-Phospho Tau Selective Monoclonal AntibodyVan Kolen, Kristof / Malia, Thomas J. / Theunis, Clara / Nanjunda, Rupesh / Teplyakov, Alexey / Ernst, Robin / Wu, Sheng-Jiun / Luo, Jinquan / Borgers, Marianne / Vandermeeren, Marc et al. | 2020
- 1417
-
Development and Validation of a High Sensitivity Assay for Measuring p217 + tau in Cerebrospinal FluidTriana-Baltzer, Gallen / Van Kolen, Kristof / Theunis, Clara / Moughadam, Setareh / Slemmon, Randy / Mercken, Marc / Galpern, Wendy / Sun, Hong / Kolb, Hartmuth et al. | 2020
- 1431
-
Microbleeds and Medial Temporal Atrophy Determine Cognitive Trajectories in Normal Aging: A Longitudinal PET-MRI StudyMontandon, Marie-Louise / Herrmann, François R. / Garibotto, Valentina / Rodriguez, Cristelle / Haller, Sven / Giannakopoulos, Panteleimon et al. | 2020
- 1443
-
Cognitive, Genetic, Brain Volume, and Diffusion Tensor Imaging Markers as Early Indicators of DementiaMüller, Theresa / Payton, Nicola M. / Kalpouzos, Grégoria / Jessen, Frank / Grande, Giulia / Bäckman, Lars / Laukka, Erika J. et al. | 2020
- 1455
-
Neuro-Retina Might Reflect Alzheimer’s Disease StageSantangelo, Roberto / Huang, Su-Chun / Bernasconi, Maria Paola / Falautano, Monica / Comi, Giancarlo / Magnani, Giuseppe / Leocani, Letizia et al. | 2020
- 1469
-
Examination of the Effect of Rare Variants in TREM2, ABI3, and PLCG2 in LOAD Through Multiple PhenotypesOlive, Claudia / Ibanez, Laura / Farias, Fabiana H. Geraldo / Wang, Fengxian / Budde, John P. / Norton, Joanne B. / Gentsch, Jen / Morris, John C. / Li, Zeran / Dube, Umber et al. | 2020
- 1483
-
Neuromodulation for Apathy in Alzheimer’s Disease: A Double-Blind, Randomized, Sham-Controlled Pilot StudyPadala, Prasad R. / Boozer, Eugenia M. / Lensing, Shelly Y. / Parkes, Christopher M. / Hunter, Cassandra R. / Dennis, Richard A. / Caceda, Ricardo / Padala, Kalpana P. et al. | 2020
- 1495
-
Voxelwise Meta-Analysis of Gray Matter Abnormalities in Mild Cognitive Impairment and Subjective Cognitive Decline Using Activation Likelihood EstimationChen, Shanshan / Xu, Wenwen / Xue, Chen / Hu, Guanjie / Ma, Wenying / Qi, Wenzhang / Dong, Lin / Lin, Xingjian / Chen, Jiu et al. | 2020
- 1513
-
Metabolic Changes Detected by 18F-FDG PET in the Preclinical Stage of Familial Creutzfeldt-Jakob DiseaseLu, Hui / Jing, Donglai / Chen, Yaojing / Cui, Chunlei / Gao, Ran / Wang, Lin / Liang, Zhigang / Chen, Kewei / Wu, Liyong et al. | 2020
- 1523
-
Health-Related Quality of Life in Community-Dwelling Older People with Cognitive Impairment: EQ-5D-3L Measurement PropertiesPérez-Ros, Pilar / Vila-Candel, Rafael / Martin-Utrilla, Salvador / Martínez-Arnau, Francisco M. et al. | 2020
- 1533
-
Corneal Nerve and Brain Imaging in Mild Cognitive Impairment and DementiaAl-Janahi, Eiman / Ponirakis, Georgios / Al Hamad, Hanadi / Vattoth, Surjith / Elsotouhy, Ahmed / Petropoulos, Ioannis N. / Khan, Adnan / Gad, Hoda / Chandran, Mani / Sankaranarayanan, Anoop et al. | 2020
- 1545
-
Utility of MemTrax and Machine Learning Modeling in Classification of Mild Cognitive ImpairmentBergeron, Michael F. / Landset, Sara / Zhou, Xianbo / Ding, Tao / Khoshgoftaar, Taghi M. / Zhao, Feng / Du, Bo / Chen, Xinjie / Wang, Xuan / Zhong, Lianmei et al. | 2020
- 1559
-
Factors Associated with Lumbar Puncture Participation in Alzheimer’s Disease ResearchBlazel, Madeleine M. / Lazar, Karen K. / Van Hulle, Carol A. / Ma, Yue / Cole, Aleshia / Spalitta, Alice / Davenport-Sis, Nancy / Bendlin, Barbara B. / Wahoske, Michelle / Illingworth, Chuck et al. | 2020
- 1569
-
Posterior Cingulate Cortex Hypometabolism in Non-Amnestic Variants of Alzheimer’s DiseaseBergeron, David / Beauregard, Jean-Mathieu / Jean-Guimond / Soucy, Jean-Paul / Verret, Louis / Poulin, Stéphane / Matias-Guiu, Jordi A. / Cabrera-Martín, María Nieves / Bouchard, Rémi W. / Laforce, Robert et al. | 2020
- 1579
-
Brainstem Volumetric Integrity in Preclinical and Prodromal Alzheimer’s DiseaseDutt, Shubir / Li, Yanrong / Mather, Mara / Nation, Daniel A. et al. | 2020
- 1595
-
Structural Change of Gut Microbiota in Patients with Post-Stroke Comorbid Cognitive Impairment and Depression and Its Correlation with Clinical FeaturesLing, Yi / Gu, Qilu / Zhang, Junmei / Gong, Tianyu / Weng, Xiongpeng / Liu, Jiaming / Sun, Jing et al. | 2020
- 1609
-
Brain FDG PET for the Etiological Diagnosis of Clinically Uncertain Cognitive Impairment During Delirium in RemissionMathies, Franziska / Lange, Catharina / Mäurer, Anja / Apostolova, Ivayla / Klutmann, Susanne / Buchert, Ralph et al. | 2020
- 1623
-
Neuronal Calcium Imaging, Excitability, and Plasticity Changes in the Aldh2–/– Mouse Model of Sporadic Alzheimer’s DiseaseGhoweri, Adam O. / Gagolewicz, Peter / Frazier, Hilaree N. / Gant, John C. / Andrew, R. David / Bennett, Brian M. / Thibault, Olivier et al. | 2020
- 1639
-
An Immunomodulatory Therapeutic Vaccine Targeting Oligomeric Amyloid-β1Song, Ge / Yang, Haiqiang / Shen, Ning / Pham, Phillip / Brown, Breanna / Lin, Xiaoyang / Hong, Yuzhu / Sinu, Paul / Cai, Jianfeng / Li, Xiaopeng et al. | 2020
- 1655
-
Long-Term Blood Pressure Variability Across the Clinical and Biomarker Spectrum of Alzheimer’s DiseaseSible, Isabel J. / Nation, Daniel A. et al. | 2020
- 1671
-
Impact of Air Pollution on Cognitive Impairment in Older People: A Cohort Study in Rural and Suburban ChinaHe, Fan / Tang, James J. / Zhang, Tao / Lin, Junfen / Li, Fudong / Gu, Xue / Chen, Ruoling et al. | 2020
- 1681
-
Decreased Alpha Reactivity from Eyes-Closed to Eyes-Open in Non-Demented Older Adults with Alzheimer’s Disease: A Combined EEG and [18F]florbetaben PET StudyChae, Soohyun / Park, Jinsick / Byun, Min Soo / Yi, Dahyun / Lee, Jun Ho / Byeon, Gi Hwan / Suk, Hye Won / Choi, Hongyoon / Park, Jee Eun / Lee, Dong Young et al. | 2020
- 1693
-
An Operational Definition of ‘Abnormal Cognition’ to Optimize the Prediction of Progression to Dementia: What Are Optimal Cut-Off Points for Univariate and Multivariate Normative Comparisons?de Vent, Nathalie R. / Agelink van Rentergem, Joost A. / Huizenga, Hilde M. / van der Flier, Wiesje M. / Sikkes, Sieske A.M. / Murre, Jaap M.J. / van den Bosch, Karlijn A. / Scheltens, Philip / Schmand, Ben A. et al. | 2020
- 1705
-
S-Adenosylmethionine Rescues Cognitive Deficits in the rTg4510 Animal Model by Stabilizing Protein Phosphatase 2A and Reducing Phosphorylated TauBeauchamp, Leah C. / Liu, Xiang M. / Sedjahtera, Amelia / Bogeski, Mirjana / Vella, Laura J. / Bush, Ashley I. / Adlard, Paul A. / Barnham, Kevin J. et al. | 2020
- 1717
-
Stimulation Effects and Mechanisms of Different Adjuvants on a Norovirus P Particle-Based Active Amyloid-β VaccineDai, MingRui / Feng, XueJian / Mo, ZengShuo / Sun, Yao / Fu, Lu / Zhang, Yong / Wu, Jiaxin / Yu, Bin / Zhang, Haihong / Yu, Xianghui et al. | 2020
- 1733
-
Exercise Types and the Risk of Developing Cognitive Decline in Older Women: A Prospective StudyOsuka, Yosuke / Kojima, Narumi / Sasai, Hiroyuki / Ohara, Yuki / Watanabe, Yutaka / Hirano, Hirohiko / Kim, Hunkyung et al. | 2020
- 1743
-
Examining Sex Differences in Markers of Cognition and Neurodegeneration in Autosomal Dominant Alzheimer’s Disease: Preliminary Findings from the Colombian Alzheimer’s Prevention Initiative Biomarker StudyVila-Castelar, Clara / Guzmán-Vélez, Edmarie / Pardilla-Delgado, Enmanuelle / Buckley, Rachel F. / Bocanegra, Yamile / Baena, Ana / Fox-Fuller, Joshua T. / Tirado, Victoria / Muñoz, Claudia / Giraldo, Margarita et al. | 2020
- 1755
-
Can Alzheimer’s Disease Be Prevented? First Evidence from Spinal Stimulation Efficacy on Executive FunctionsPisano, Francesca / Caltagirone, Carlo / Satriano, Federica / Perri, Roberta / Fadda, Lucia / Marangolo, Paola et al. | 2020
- 1765
-
Microglia Demonstrate Local Mixed Inflammation and a Defined Morphological Shift in an APP/PS1 Mouse ModelHolloway, Olivia G. / King, Anna E. / Ziebell, Jenna M. et al. | 2020
- 1783
-
Epigenetic Regulation of BMAL1 with Sleep Disturbances and Alzheimer’s DiseaseHulme, Bethany / Didikoglu, Altug / Bradburn, Steven / Robinson, Andrew / Canal, Maria / Payton, Antony / Pendleton, Neil / Murgatroyd, Chris et al. | 2020
- 1793
-
Metabolic and Neurocognitive Changes Following Lifestyle Modification: Examination of Biomarkers from the ENLIGHTEN Randomized Clinical TrialSmith, Patrick J. / Mabe, Stephanie M. / Sherwood, Andrew / Doraiswamy, P. Murali / Welsh-Bohmer, Kathleen A. / Burke, James R. / Kraus, William E. / Lin, Pao-Hwa / Browndyke, Jeffrey N. / Babyak, Michael A. et al. | 2020
- 1805
-
Managing Clinical Trials for Alzheimer’s Disease During the COVID-19 Crisis: Experience at Fundació ACE in Barcelona, SpainAbdelnour, Carla / Esteban de Antonio, Ester / Pérez-Cordón, Alba / Lafuente, Asunción / Buendía, Mar / Pancho, Ana / Jofresa, Sara / Aguilera, Nuria / Ibarria, Marta / Cuevas, Rosario et al. | 2020