Alzheimer’s Disease Classification Using Deep Convolutional Neural Network

2019 9th International Conference on Advances in Computing and Communication (ICACC) ◽

10.1109/icacc48162.2019.8986170 ◽

2019 ◽

Author(s):

Blessy C Simon ◽

D Baskar ◽

V S Jayanthi

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Deep Convolutional Neural Network ◽

Disease Classification

Download Full-text

A Parallel Deep Convolutional Neural Network for Alzheimer’s disease classification on PET/CT brain images

KSII Transactions on Internet and Information Systems ◽

10.3837/tiis.2020.09.001 ◽

2020 ◽

Vol 14 (9) ◽

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Deep Convolutional Neural Network ◽

Disease Classification ◽

Brain Images ◽

Pet Ct ◽

Ct Brain ◽

Ct Brain Images

Download Full-text

Automatic Recognition of the Early Stage of Alzheimer’s Disease Based on Discrete Wavelet Transform and Reduced Deep Convolutional Neural Network

Lecture Notes in Electrical Engineering - Innovation in Electrical Power Engineering, Communication, and Computing Technology ◽

10.1007/978-981-15-2305-2_43 ◽

2020 ◽

pp. 531-542 ◽

Author(s):

Bhanja Kishor Swain ◽

Mrutyunjaya Sahani ◽

Renu Sharma

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Wavelet Transform ◽

Convolutional Neural Network ◽

Discrete Wavelet Transform ◽

Early Stage ◽

Automatic Recognition ◽

Deep Convolutional Neural Network ◽

Discrete Wavelet

Download Full-text

Convolutional neural network based Alzheimer’s disease classification from magnetic resonance brain images

Cognitive Systems Research ◽

10.1016/j.cogsys.2018.12.015 ◽

2019 ◽

Vol 57 ◽

pp. 147-159 ◽

Author(s):

Rachna Jain ◽

Nikita Jain ◽

Akshay Aggarwal ◽

D. Jude Hemanth

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Magnetic Resonance ◽

Convolutional Neural Network ◽

Disease Classification ◽

Download Full-text

A deep convolutional neural network based computer aided diagnosis system for the prediction of Alzheimer's disease in MRI images

Measurement ◽

10.1016/j.measurement.2020.108838 ◽

2021 ◽

Vol 171 ◽

pp. 108838

Author(s):

V. Sathiyamoorthi ◽

A.K. Ilavarasi ◽

K. Murugeswari ◽

Syed Thouheed Ahmed ◽

B. Aruna Devi ◽

...

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Computer Aided Diagnosis ◽

Deep Convolutional Neural Network ◽

Diagnosis System ◽

Computer Aided ◽

Aided Diagnosis

Download Full-text

Non-white matter tissue extraction and deep convolutional neural network for Alzheimer’s disease detection

Soft Computing ◽

10.1007/s00500-018-3421-5 ◽

2018 ◽

Vol 22 (20) ◽

pp. 6825-6833 ◽

Author(s):

Tien-Duong Vu ◽

Ngoc-Huynh Ho ◽

Hyung-Jeong Yang ◽

Jahae Kim ◽

Ho-Chun Song

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

White Matter ◽

Convolutional Neural Network ◽

Deep Convolutional Neural Network ◽

Disease Detection ◽

Tissue Extraction

Download Full-text

GUI-Based Alzheimer’s Disease Screening System Using Deep Convolutional Neural Network

Computational Vision and Bio-Inspired Computing - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-33-6862-0_22 ◽

2021 ◽

pp. 259-272

Author(s):

Himanshu Pant ◽

Manoj Chandra Lohani ◽

Janmejay Pant ◽

Prachi Petshali

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Disease Screening ◽

Deep Convolutional Neural Network ◽

Screening System

Download Full-text

Unsupervised Reduced Deep Convolutional Neural Network of Process Empirical Wavelet Transform Data for Recognition of the Early Stage of Alzheimer’s Disease

Lecture Notes in Networks and Systems - Green Technology for Smart City and Society ◽

10.1007/978-981-15-8218-9_5 ◽

2020 ◽

pp. 55-67

Author(s):

Bhanja Kishor Swain ◽

Susanta Kumar Rout ◽

Mrutyunjaya Sahani ◽

Renu Sharma

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Wavelet Transform ◽

Convolutional Neural Network ◽

Early Stage ◽

Deep Convolutional Neural Network ◽

Empirical Wavelet Transform

Download Full-text

Multi-input Deep Convolutional Neural Network Based on Transfer Learning for Assisted Diagnosis of Alzheimer’s Disease

HCI International 2021 - Posters - Communications in Computer and Information Science ◽

10.1007/978-3-030-78642-7_68 ◽

2021 ◽

pp. 508-514

Author(s):

Wenyuan Ling ◽

Zhiwei Qin ◽

Zhao Liu ◽

Ping Zhu

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Deep Convolutional Neural Network ◽

Assisted Diagnosis

Download Full-text

Multiplane Convolutional Neural Network (Mp-CNN) for Alzheimer’s Disease Classification

International Journal of Intelligent Engineering and Systems ◽

10.22266/ijies2022.0228.30 ◽

2022 ◽

Vol 15 (1) ◽

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Disease Classification

Download Full-text

A Lightweight Spatial Attention Module with Adaptive Receptive Fields in 3D Convolutional Neural Network for Alzheimer’s Disease Classification

Pattern Recognition. ICPR International Workshops and Challenges - Lecture Notes in Computer Science ◽

10.1007/978-3-030-68763-2_44 ◽

2021 ◽

pp. 575-586

Author(s):

Fei Yu ◽

Baoqi Zhao ◽

Qingqing Ge ◽

Zhijie Zhang ◽

Junmei Sun ◽

...

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Spatial Attention ◽

Receptive Fields ◽

Disease Classification

Download Full-text