Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neuroimaging Data

por Jo, Taeho, Nho, Kwangsik, Saykin, Andrew J.
Publicado 2019

Multi-task deep autoencoder to predict Alzheimer’s disease progression using temporal DNA methylation data in peripheral blood

por Chen, Li, Saykin, Andrew J., Yao, Bing, Zhao, Fengdi
Publicado 2022

Deep learning detection of informative features in tau PET for Alzheimer’s disease classification

por Jo, Taeho, Nho, Kwangsik, Risacher, Shannon L., Saykin, Andrew J.
Publicado 2020

Relationship between the Montreal Cognitive Assessment and Mini-mental State Examination for assessment of mild cognitive impairment in older adults

por Trzepacz, Paula T., Hochstetler, Helen, Wang, Shufang, Walker, Brett, Saykin, Andrew J.
Publicado 2015

Myelin repair in Alzheimer’s disease: a review of biological pathways and potential therapeutics

por Hirschfeld, Lauren Rose, Risacher, Shannon L., Nho, Kwangsik, Saykin, Andrew J.
Publicado 2022

Age at injury is associated with the long-term cognitive outcome of traumatic brain injuries

por Li, Wei, Risacher, Shannon L., McAllister, Thomas W., Saykin, Andrew J.
Publicado 2017

Mapping longitudinal scientific progress, collaboration and impact of the Alzheimer’s disease neuroimaging initiative

por Yao, Xiaohui, Yan, Jingwen, Ginda, Michael, Börner, Katy, Saykin, Andrew J., Shen, Li
Publicado 2017

Identification of functionally connected multi-omic biomarkers for Alzheimer’s disease using modularity-constrained Lasso

por Xie, Linhui, Varathan, Pradeep, Nho, Kwangsik, Saykin, Andrew J., Salama, Paul, Yan, Jingwen
Publicado 2020

Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning

por Wang, Hua, Nie, Feiping, Huang, Heng, Risacher, Shannon L., Saykin, Andrew J., Shen, Li
Publicado 2012

Functional microRNAs in Alzheimer’s disease and cancer: differential regulation of common mechanisms and pathways

por Holohan, Kelly N., Lahiri, Debomoy K., Schneider, Bryan P., Foroud, Tatiana, Saykin, Andrew J.
Publicado 2013

Identifying significant gene‐environment interactions using a combination of screening testing and hierarchical false discovery rate control

por Frost, H. Robert, Shen, Li, Saykin, Andrew J., Williams, Scott M., Moore, Jason H.
Publicado 2016

Memory concerns in the early Alzheimer's disease prodrome: Regional association with tau deposition

por Swinford, Cecily G., Risacher, Shannon L., Charil, Arnaud, Schwarz, Adam J., Saykin, Andrew J.
Publicado 2018

Cognitive biomarker prioritization in Alzheimer’s Disease using brain morphometric data

por Peng, Bo, Yao, Xiaohui, Risacher, Shannon L., Saykin, Andrew J., Shen, Li, Ning, Xia
Publicado 2020

Identifying genetic markers enriched by brain imaging endophenotypes in Alzheimer’s disease

por Kim, Mansu, Wu, Ruiming, Yao, Xiaohui, Saykin, Andrew J., Moore, Jason H., Shen, Li
Publicado 2022

Mining High-Level Imaging Genetic Associations via Clustering AD Candidate Variants with Similar Brain Association Patterns

por Wu, Ruiming, Bao, Jingxuan, Kim, Mansu, Saykin, Andrew J., Moore, Jason H., Shen, Li
Publicado 2022

Type 2 diabetes mellitus and cerebrospinal fluid Alzheimer's disease biomarker amyloid β1-42 in Alzheimer's Disease Neuroimaging Initiative participants

por Li, Wei, Risacher, Shannon L., Gao, Sujuan, Boehm, Stephen L., Elmendorf, Jeffrey S., Saykin, Andrew J.
Publicado 2017

Factors influencing the participation of Black and White Americans in Alzheimer's disease biomarker research

por Eliacin, Johanne, Hathaway, Elizabeth, Wang, Sophia, O'Connor, Caitlin, Saykin, Andrew J., Cameron, Kenzie A.
Publicado 2022

Fused multi-modal similarity network as prior in guiding brain imaging genetic association

por He, Bing, Xie, Linhui, Varathan, Pradeep, Nho, Kwangsik, Risacher, Shannon L., Saykin, Andrew J., Yan, Jingwen
Publicado 2023

Identifying imaging genetic associations via regional morphometricity estimation

por Bao, Jingxuan, Wen, Zixuan, Kim, Mansu, Saykin, Andrew J., Thompson, Paul M., Zhao, Yize, Shen, Li
Publicado 2022

Genome-Wide Association Analysis across Endophenotypes in Alzheimer’s Disease: Main Effects and Disease Stage-Specific Interactions

por Rosewood, Thea J., Nho, Kwangsik, Risacher, Shannon L., Gao, Sujuan, Shen, Li, Foroud, Tatiana, Saykin, Andrew J.
Publicado 2023