4.6 Article

A new deep belief network-based multi-task learning for diagnosis of Alzheimer's disease

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 Multidisciplinary Sciences

Plasma Hsp90 levels in patients with systemic sclerosis and relation to lung and skin involvement: a cross-sectional and longitudinal study

Hana Storkanova et al.

Summary: According to the study, plasma levels of Hsp90 are increased in patients with systemic sclerosis compared to healthy controls, and are associated with increased inflammatory activity, worsened lung function, and extent of skin involvement in patients with diffuse cutaneous systemic sclerosis. In patients with systemic sclerosis-associated interstitial lung disease treated with cyclophosphamide, baseline Hsp90 levels can predict changes in DLCO over 12 months of therapy.

SCIENTIFIC REPORTS (2021)

Article Computer Science, Interdisciplinary Applications

Alzheimer's disease detection using depthwise separable convolutional neural networks

Junxiu Liu et al.

Summary: Neuroimaging methods are employed for diagnosing Alzheimer's disease, with recent research focusing on machine learning algorithms inspired by computer vision with deep learning. However, limitations such as the need for a large number of training images and powerful computers hinder widespread usage of AD diagnosis based on machine learning. Proposed deep separable convolutional neural network model improves efficiency by greatly reducing parameters and computing costs compared to traditional neural networks.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2021)

Article Computer Science, Information Systems

Detection of Atrial Fibrillation Using a Machine Learning Approach

Sidrah Liaqat et al.

INFORMATION (2020)

Article Computer Science, Artificial Intelligence

A new switching-delayed-PSO-based optimized SVM algorithm for diagnosis of Alzheimer's disease

Nianyin Zeng et al.

NEUROCOMPUTING (2018)

Proceedings Paper Computer Science, Information Systems

A Novel Deep Learning Based Multi-class Classification Method for Alzheimer's Disease Detection Using Brain MRI Data

Jyoti Islam et al.

BRAIN INFORMATICS, BI 2017 (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)

Article Engineering, Biomedical

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

Siqi Liu et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2015)

Article Geriatrics & Gerontology

Association of Alzheimer's disease GWAS loci with MRI markers of brain aging

Ganesh Chauhan et al.

NEUROBIOLOGY OF AGING (2015)

Article Computer Science, Information Systems

A Robust Deep Model for Improved Classification of AD/MCI Patients

Feng Li et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2015)

Article Radiology, Nuclear Medicine & Medical Imaging

Influence of Signal Intensity Non-Uniformity on Brain Volumetry Using an Atlas-Based Method

Masami Goto et al.

KOREAN JOURNAL OF RADIOLOGY (2012)

Article Clinical Neurology

Improving Alzheimer's Disease Diagnosis with Machine Learning Techniques

Lucas R. Trambaiolli et al.

CLINICAL EEG AND NEUROSCIENCE (2011)

Editorial Material Computer Science, Hardware & Architecture

Machine Learning Approaches for the Neuroimaging Study of Alzheimer's Disease

Jieping Ye et al.

COMPUTER (2011)

Article Neurosciences

Independent Component Analysis-Based Classification of Alzheimer's Disease MRI Data

Wenlu Yang et al.

JOURNAL OF ALZHEIMERS DISEASE (2011)

Article Neurosciences

A Novel Blood Test for the Early Detection of Alzheimer's Disease

Phil D. Rye et al.

JOURNAL OF ALZHEIMERS DISEASE (2011)

Article Clinical Neurology

The ADAS-cog in Alzheimer's disease clinical trials: psychometric evaluation of the sum and its parts

Stefan J. Cano et al.

JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY (2010)

Article Neurosciences

Predicting clinical scores from magnetic resonance scans in Alzheimer's disease

Cynthia M. Stonnington et al.

NEUROIMAGE (2010)

Review Radiology, Nuclear Medicine & Medical Imaging

The Alzheimer's Disease Neuroimaging Initiative (ADNI): MRI methods

Clifford R. Jack et al.

JOURNAL OF MAGNETIC RESONANCE IMAGING (2008)

Article Multidisciplinary Sciences

Reducing the dimensionality of data with neural networks

G. E. Hinton et al.

SCIENCE (2006)

Article Computer Science, Artificial Intelligence

A fast learning algorithm for deep belief nets

Geoffrey E. Hinton et al.

NEURAL COMPUTATION (2006)

Article Statistics & Probability

Model selection and estimation in regression with grouped variables

M Yuan et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2006)

Article Neurosciences

Fast robust automated brain extraction

SM Smith

HUMAN BRAIN MAPPING (2002)

Article Food Science & Technology

The use of principal component analysis (PCA) to characterize beef

G Destefanis et al.

MEAT SCIENCE (2000)