Gini Based Learning for the Classification of Alzheimer’s Disease and Features Identification with Automatic RGB Segmentation Algorithm

Computational Science and Its Applications – ICCSA 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-95165-2_7 ◽

2018 ◽

pp. 92-106 ◽

Cited By ~ 1

Author(s):

Yeliz Karaca ◽

Majaz Moonis ◽

Abul Hasan Siddiqi ◽

Başar Turan

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Segmentation Algorithm

Download Full-text

Topic coherence analysis for the classification of Alzheimer's disease

10.21437/iberspeech.2018-59 ◽

2018 ◽

Cited By ~ 1

Author(s):

Anna Pompili ◽

Alberto Abad ◽

David Martins de Matos ◽

Isabel Pavão Martins

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Coherence Analysis

Download Full-text

Deep Learning-Based Segmentation in Classification of Alzheimer’s Disease

Arabian Journal for Science and Engineering ◽

10.1007/s13369-020-05193-z ◽

2021 ◽

Author(s):

P. R. Buvaneswari ◽

R. Gayathri

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning

Download Full-text

Automated Classification of Alzheimer’s Disease Based on MRI Image Processing using Convolutional Neural Network (CNN) with AlexNet Architecture

Journal of Physics Conference Series ◽

10.1088/1742-6596/1844/1/012020 ◽

2021 ◽

Vol 1844 (1) ◽

pp. 012020

Author(s):

Y N Fu’adah ◽

I Wijayanto ◽

N K C Pratiwi ◽

F F Taliningsih ◽

S Rizal ◽

...

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Image Processing ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Automated Classification ◽

Mri Image

Download Full-text

Multi-class Classification of Alzheimer's Disease using 3DCNN Features and Multilayer Perceptron

2021 Sixth International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET) ◽

10.1109/wispnet51692.2021.9419393 ◽

2021 ◽

Author(s):

Manu Raju ◽

Varun P. Gopi ◽

Anitha V. S.

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Multilayer Perceptron ◽

Multi Class Classification

Download Full-text

Classification of Diagnosis of Alzheimer’s Disease Based on Convolutional Layers of VGG16 Model using Speech Data

2020 International Conference on Information and Communication Technology Convergence (ICTC) ◽

10.1109/ictc49870.2020.9289477 ◽

2020 ◽

Author(s):

Minwoo Kim ◽

Hyungjun Kim ◽

Joon S. Lim

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Speech Data

Download Full-text

Independent component analysis-based multimodal classification of Alzheimer's disease versus healthy controls

2013 Ninth International Conference on Natural Computation (ICNC) ◽

10.1109/icnc.2013.6817947 ◽

2013 ◽

Author(s):

Jie Guan ◽

Wenlu Yang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Healthy Controls ◽

Multimodal Classification

Download Full-text

Identifying Combinatorial Significance for Classification of Alzheimer’s Disease Proteomics Expression with Logical Analysis of Data

10.1109/bibm52615.2021.9669835 ◽

2021 ◽

Author(s):

Sunung Kim ◽

Sangkyun Noh ◽

Hong Seo Ryoo

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Logical Analysis ◽

Logical Analysis Of Data

Download Full-text

P4-309: MULTIMODAL-CNN: IMPROVED ACCURACY OF MRI-BASED CLASSIFICATION OF ALZHEIMER'S DISEASE BY INCORPORATING CLINICAL DATA IN DEEP LEARNING

Alzheimer s & Dementia ◽

10.1016/j.jalz.2018.07.132 ◽

2006 ◽

Vol 14 (7S_Part_30) ◽

pp. P1574-P1574

Author(s):

Taeho Jo ◽

Kwangsik Nho ◽

Shannon L. Risacher ◽

Jingwen Yan ◽

Andrew J. Saykin

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Clinical Data ◽

Improved Accuracy

Download Full-text

P3-014: DEEP LEARNING IN AUTOMATED CLASSIFICATION OF ADVERSE EVENTS IN CLINICAL STUDIES OF ALZHEIMER'S DISEASE

Alzheimer s & Dementia ◽

10.1016/j.jalz.2018.06.1369 ◽

2006 ◽

Vol 14 (7S_Part_19) ◽

pp. P1067-P1068

Author(s):

Pradeep Anand Ravindranath ◽

Rema Raman ◽

Tiffany W. Chow ◽

Michael S. Rafii ◽

Paul S. Aisen ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Adverse Events ◽

Clinical Studies ◽

Automated Classification

Download Full-text

The Proposal of Function in Smart Home for Handicapped Users

Applied Mechanics and Materials ◽

10.4028/www.scientific.net/amm.248.486 ◽

2012 ◽

Vol 248 ◽

pp. 486-490

Author(s):

Peter Hamernik ◽

Pavol Tanuska ◽

Dusan Mudroncik

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Smart Home ◽

Smart Homes

Nowadays are smart homes aimed at healthy users. Much less emphasis is placed on the handicapped users. The article is focused on classification of function in a smart home for users with Alzheimer’s disease associated with dementia.

Download Full-text