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Neurology Subcategories: Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders

Showing 2395-2415 of 9,003 articles

Detecting Cognitive Impairment and Psychological Well-being among Older Adults Using Facial, Acoustic, Linguistic, and Cardiovascular Patterns Derived from Remote Conversations

The aging society urgently requires scalable methods to monitor cognitive decline and identify soc...

Dec 2024 http://arxiv.org/abs/2412.14194v3

A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis

An interpretable machine learning (ML) framework is introduced to enhance the diagnosis of Mild Co...

(2)

Dec 2024 http://arxiv.org/abs/2412.09376v2

Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer's Disease Detection

Automatic Speech Recognition (ASR) plays an important role in speech-based automatic detection of ...

Dec 2024 http://arxiv.org/abs/2412.06332v1

Leveraging Prompt Learning and Pause Encoding for Alzheimer's Disease Detection

Compared to other clinical screening techniques, speech-and-language-based automated Alzheimer's d...

Dec 2024 http://arxiv.org/abs/2412.06259v1

A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases

Graph neural networks (GNNs) are powerful machine learning models designed to handle irregularly s...

Dec 2024 http://arxiv.org/abs/2412.06212v1

Early Diagnosis of Alzheimer's Diseases and Dementia from MRI Images Using an Ensemble Deep Learning

Alzheimer's Disease (AD) is a progressive neurological disorder that can result in significant cog...

Dec 2024 http://arxiv.org/abs/2412.05666v1

Self-Supervised Masked Mesh Learning for Unsupervised Anomaly Detection on 3D Cortical Surfaces

Unsupervised anomaly detection in brain imaging is challenging. In this paper, we propose self-sup...

Dec 2024 http://arxiv.org/abs/2412.05580v3

Graph-Based Biomarker Discovery and Interpretation for Alzheimer's Disease

Early diagnosis and discovery of therapeutic drug targets are crucial objectives for the effective...

(1)

Nov 2024 http://arxiv.org/abs/2411.18796v1

The Trusted Caregiver: The Influence of Eye and Mouth Design Incorporating the Baby Schema Effect in Virtual Humanoid Agents on Older Adults Users' Perception of Trustworthiness

The increasing proportion of the older adult population has made the smart home care industry one ...

Nov 2024 http://arxiv.org/abs/2411.18047v1

Genome-wide association neural networks identify genes linked to family history of Alzheimer's disease.

Augmenting traditional genome-wide association studies (GWAS) with advanced machine learning algorit...

Nov 2024 39775791

Explainable deep neural networks for predicting sample phenotypes from single-cell transcriptomics.

Recent advances in single-cell RNA-Sequencing (scRNA-Seq) technologies have revolutionized our abili...

(1)

Nov 2024 39814561

Introducing TEC-LncMir for prediction of lncRNA-miRNA interactions through deep learning of RNA sequences.

The interactions between long noncoding RNA (lncRNA) and microRNA (miRNA) play critical roles in lif...

Nov 2024 39927859

Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations

Alzheimer's disease (AD) is characterized by progressive neurodegeneration and results in detrimen...

Nov 2024 http://arxiv.org/abs/2411.13490v2

Deep learning assisted quantitative analysis of Aβ and microglia in patients with idiopathic normal pressure hydrocephalus in relation to cognitive outcome.

Neuropathologic changes of Alzheimer disease (AD) including Aβ accumulation and neuroinflammation ar...

(1)

Nov 2024 39101555

Comparing machine learning and deep learning models to predict cognition progression in Parkinson's disease.

Cognitive decline in Parkinson's disease (PD) varies widely. While models to predict cognitive progr...

(1)

Nov 2024 39513668

Generative forecasting of brain activity enhances Alzheimer's classification and interpretation

Understanding the relationship between cognition and intrinsic brain activity through purely data-...

(3)

Oct 2024 http://arxiv.org/abs/2410.23515v1

Neurology

Browse Categories

Detecting Cognitive Impairment and Psychological Well-being among Older Adults Using Facial, Acoustic, Linguistic, and Cardiovascular Patterns Derived from Remote Conversations

A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis

Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer's Disease Detection

Leveraging Prompt Learning and Pause Encoding for Alzheimer's Disease Detection

A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases

Early Diagnosis of Alzheimer's Diseases and Dementia from MRI Images Using an Ensemble Deep Learning

Self-Supervised Masked Mesh Learning for Unsupervised Anomaly Detection on 3D Cortical Surfaces

Graph-Based Biomarker Discovery and Interpretation for Alzheimer's Disease

The Trusted Caregiver: The Influence of Eye and Mouth Design Incorporating the Baby Schema Effect in Virtual Humanoid Agents on Older Adults Users' Perception of Trustworthiness

Genome-wide association neural networks identify genes linked to family history of Alzheimer's disease.

Explainable deep neural networks for predicting sample phenotypes from single-cell transcriptomics.

Introducing TEC-LncMir for prediction of lncRNA-miRNA interactions through deep learning of RNA sequences.

Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations

Deep learning assisted quantitative analysis of Aβ and microglia in patients with idiopathic normal pressure hydrocephalus in relation to cognitive outcome.

Comparing machine learning and deep learning models to predict cognition progression in Parkinson's disease.

Generative forecasting of brain activity enhances Alzheimer's classification and interpretation

Exploiting Longitudinal Speech Sessions via Voice Assistant Systems for Early Detection of Cognitive Decline

Copula-Linked Parallel ICA: A Method for Coupling Structural and Functional MRI brain Networks

SGUQ: Staged Graph Convolution Neural Network for Alzheimer's Disease Diagnosis using Multi-Omics Data

Modeling Alzheimer's Disease: From Memory Loss to Plaque & Tangles Formation

Brain-Aware Readout Layers in GNNs: Advancing Alzheimer's early Detection and Neuroimaging

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