Cargando…

Hippocampal representations for deep learning on Alzheimer’s disease

Deep learning offers a powerful approach for analyzing hippocampal changes in Alzheimer’s disease (AD) without relying on handcrafted features. Nevertheless, an input format needs to be selected to pass the image information to the neural network, which has wide ramifications for the analysis, but h...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sarasua, Ignacio, Pölsterl, Sebastian, Wachinger, Christian
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9124220/ https://www.ncbi.nlm.nih.gov/pubmed/35597814 http://dx.doi.org/10.1038/s41598-022-12533-6

Ejemplares similares

Deep learning for the prediction of type 2 diabetes mellitus from neck-to-knee Dixon MRI in the UK biobank
por: Wachinger, Christian, et al.
Publicado: (2023)

Can we diagnose mental disorders in children? A large‐scale assessment of machine learning on structural neuroimaging of 6916 children in the adolescent brain cognitive development study
por: Gaus, Richard, et al.
Publicado: (2023)

A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure
por: Yang, Zhijian, et al.
Publicado: (2021)

Learning Extremal Representations with Deep Archetypal Analysis
por: Keller, Sebastian Mathias, et al.
Publicado: (2020)

Deep Learning of Orthographic Representations in Baboons
por: Hannagan, Thomas, et al.
Publicado: (2014)

DeepMicro: deep representation learning for disease prediction based on microbiome data
por: Oh, Min, et al.
Publicado: (2020)

JDSNMF: Joint Deep Semi-Non-Negative Matrix Factorization for Learning Integrative Representation of Molecular Signals in Alzheimer’s Disease
por: Moon, Sehwan, et al.
Publicado: (2021)

Deep Representation Learning for Trigger Monitoring
por: Hussain, Aman
Publicado: (2018)

Specific hippocampal representations are linked to generalized cortical representations in memory
por: Yu, Jai Y., et al.
Publicado: (2018)

Abdominal organ segmentation via deep diffeomorphic mesh deformations
por: Bongratz, Fabian, et al.
Publicado: (2023)

Mnemonic construction and representation of temporal structure in the hippocampal formation
por: Bellmund, Jacob L. S., et al.
Publicado: (2022)

Learning deep representations of enzyme thermal adaptation
por: Li, Gang, et al.
Publicado: (2022)

Representational Distance Learning for Deep Neural Networks
por: McClure, Patrick, et al.
Publicado: (2016)

Deep Representation Learning for Social Network Analysis
por: Tan, Qiaoyu, et al.
Publicado: (2019)

Hippocampal Conceptual Representations and their Reward Value
por: Okatan, Murat
Publicado: (2010)

Increased hippocampal shape asymmetry and volumetric ventricular asymmetry in autism spectrum disorder
por: Richards, Rose, et al.
Publicado: (2020)

Dynamic synchronization between hippocampal representations and stepping
por: Joshi, Abhilasha, et al.
Publicado: (2023)

LSD degrades hippocampal spatial representations and suppresses hippocampal-visual cortical interactions
por: Domenico, Carli, et al.
Publicado: (2021)

Synthesize heterogeneous biological knowledge via representation learning for Alzheimer’s disease drug repurposing
por: Hsieh, Kang-Lin, et al.
Publicado: (2022)

Deep Learning-Based Diagnosis of Alzheimer’s Disease
por: Saleem, Tausifa Jan, et al.
Publicado: (2022)

Deep Learning with Neuroimaging and Genomics in Alzheimer’s Disease
por: Lin, Eugene, et al.
Publicado: (2021)

Classification of Alzheimer’s Disease Based on Abnormal Hippocampal Functional Connectivity and Machine Learning
por: Zhu, Qixiao, et al.
Publicado: (2022)

Reconsidering hippocampal neurogenesis in Alzheimer's disease
por: Martinez-Canabal, Alonso
Publicado: (2014)

Interpretable deep learning‐based hippocampal sclerosis classification
por: Kim, Dohyun, et al.
Publicado: (2022)

Deep learning with multimodal representation for pancancer prognosis prediction
por: Cheerla, Anika, et al.
Publicado: (2019)

Personalized movie recommendations based on deep representation learning
por: Li, Luyao, et al.
Publicado: (2023)

Multimodal deep learning for Alzheimer’s disease dementia assessment
por: Qiu, Shangran, et al.
Publicado: (2022)

Deep Learning Approach for Early Detection of Alzheimer’s Disease
por: Helaly, Hadeer A., et al.
Publicado: (2021)

Hybridized Deep Learning Approach for Detecting Alzheimer’s Disease
por: Balaji, Prasanalakshmi, et al.
Publicado: (2023)

Medial septum regulates the hippocampal spatial representation
por: Mamad, Omar, et al.
Publicado: (2015)

Prediction of Early Alzheimer Disease by Hippocampal Volume Changes under Machine Learning Algorithm
por: Shang, Qun, et al.
Publicado: (2022)

Identify Bitter Peptides by Using Deep Representation Learning Features
por: Jiang, Jici, et al.
Publicado: (2022)

Brain Tumor Segmentation Based on Deep Learning’s Feature Representation
por: Aboussaleh, Ilyasse, et al.
Publicado: (2021)

Cardiovascular Risk and Hippocampal Thickness in Alzheimer's Disease
por: Donix, Markus, et al.
Publicado: (2013)

Learning Document Semantic Representation with Hybrid Deep Belief Network
por: Yan, Yan, et al.
Publicado: (2015)

Learning Domain-Independent Deep Representations by Mutual Information Minimization
por: Wang, Ke, et al.
Publicado: (2019)

Hemisphere-specific spatial representation by hippocampal granule cells
por: Cholvin, Thibault, et al.
Publicado: (2022)

Cognitive graphs, resistive grids, and the hippocampal representation of space
por: Burgess, N, et al.
Publicado: (1996)

Hippocampal representation during collective spatial behaviour in bats
por: Forli, Angelo, et al.
Publicado: (2023)

Online Learning for Classification of Alzheimer Disease based on Cortical Thickness and Hippocampal Shape Analysis
por: Lee, Ga-Young, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_3ubhkl0vq6ct6b74vb4ribh7ei