4.6 Article

Classification of Alzheimer's Disease Based on Deep Learning of Brain Structural and Metabolic Data

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Clinical Neurology

Frequency and Intensity of Premonitory Urges-to-Tic in Tourette Syndrome Is Associated With Supplementary Motor Area GABA plus Levels

Jason L. He et al.

Summary: The study found that lower GABA levels in the supplementary motor area were associated with more severe and frequent premonitory urges in children with Tourette syndrome, but not with tic severity. This suggests that GABA neurotransmission plays a role in the experience of urges in children with Tourette syndrome.

MOVEMENT DISORDERS (2022)

Article Computer Science, Artificial Intelligence

A CNN based framework for classification of Alzheimer's disease

Yousry AbdulAzeem et al.

Summary: With advances in healthcare, the diagnosis of Alzheimer's disease has become increasingly important. Studies utilizing brain MRI scans and deep learning algorithms have shown promising results, aiding in the early and accurate classification of Alzheimer's disease.

NEURAL COMPUTING & APPLICATIONS (2021)

Review Cell Biology

Application of modern neuroimaging technology in the diagnosis and study of Alzheimer's disease

Hong-Mei Zeng et al.

Summary: Modern imaging techniques such as positron emission computed tomography and magnetic resonance imaging have revealed specific changes in brain structure and function in patients with Alzheimer's disease, including decreased glucose metabolism, altered metabolite ratios, and early detection of cortical atrophy. These findings are useful for differential diagnosis, experimental studies, and exploring the pathogenesis of Alzheimer's disease.

NEURAL REGENERATION RESEARCH (2021)

Article Biochemical Research Methods

Fingerprinting Alzheimer's Disease by 1H Nuclear Magnetic Resonance Spectroscopy of Cerebrospinal Fluid

Alessia Vignoli et al.

JOURNAL OF PROTEOME RESEARCH (2020)

Proceedings Paper Engineering, Biomedical

DeepMRS: An End-to-End Deep Neural Network for Dementia Disease Detection using MRS Data

Olfa Ben Ahmed et al.

2020 IEEE 17TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2020) (2020)

Article Computer Science, Artificial Intelligence

Deep ensemble learning of sparse regression models for brain disease diagnosis

Heung-Il Suk et al.

MEDICAL IMAGE ANALYSIS (2017)

Article Neurosciences

Perisylvian GABA levels in schizophrenia and bipolar disorder

Murat Ilhan Atagun et al.

NEUROSCIENCE LETTERS (2017)

Article Multidisciplinary Sciences

Hippocampal GABA enables inhibitory control over unwanted thoughts

Taylor W. Schmitz et al.

NATURE COMMUNICATIONS (2017)

Article Computer Science, Artificial Intelligence

Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer's Disease

Andres Ortiz et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2016)

Review Biochemistry & Molecular Biology

Hypoxia and GABA shunt activation in the pathogenesis of Alzheimer's disease

Antero Salminen et al.

NEUROCHEMISTRY INTERNATIONAL (2016)

Article Computer Science, Artificial Intelligence

Building feature space of extreme learning machine with sparse denoising stacked-autoencoder

Le-le Cao et al.

NEUROCOMPUTING (2016)

Article Computer Science, Artificial Intelligence

Classification of human actions using pose-based features and stacked auto encoder

Earnest Paul Ijjina et al.

PATTERN RECOGNITION LETTERS (2016)

Article Clinical Neurology

Syndromic parkinsonism and dementia associated with OPA1 missense mutations

Valerio Carelli et al.

ANNALS OF NEUROLOGY (2015)

Article Anatomy & Morphology

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

Heung-Il Suk et al.

BRAIN STRUCTURE & FUNCTION (2015)

Review Pharmacology & Pharmacy

Alzheimer disease: Epidemiology, diagnostic criteria, risk factors and biomarkers

Christiane Reitz et al.

BIOCHEMICAL PHARMACOLOGY (2014)

Article Biochemistry & Molecular Biology

GABA from reactive astrocytes impairs memory in mouse models of Alzheimer's disease

Seonmi Jo et al.

NATURE MEDICINE (2014)

Article Geriatrics & Gerontology

Regions of interest computed by SVM wrapped method for Alzheimer's disease examination from segmented MRI

Antonio R. Hidalgo-Munoz et al.

FRONTIERS IN AGING NEUROSCIENCE (2014)

Article Clinical Neurology

Alzheimer disease family history impacts resting state functional connectivity

Liang Wang et al.

ANNALS OF NEUROLOGY (2012)

Article Geriatrics & Gerontology

Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification

Christos Davatzikos et al.

NEUROBIOLOGY OF AGING (2011)

Article Neurosciences

Combining MRI and MRS to Distinguish Between Alzheimer's Disease and Healthy Controls

Eric Westman et al.

JOURNAL OF ALZHEIMERS DISEASE (2010)

Article Geriatrics & Gerontology

Longitudinal H-1 MRS changes in mild cognitive impairment and Alzheimer's disease

Kejal Kantarci et al.

NEUROBIOLOGY OF AGING (2007)

Article Multidisciplinary Sciences

Default-mode network activity distinguishes Alzheimer's disease from healthy aging: Evidence from functional MRI

MD Greicius et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2004)