Deep Learning Framework for Alzheimer’s Disease Diagnosis via 3D-CNN and FSBi-LSTM

IEEE Access ◽

10.1109/access.2019.2913847 ◽

2019 ◽

Vol 7 ◽

pp. 63605-63618 ◽

Author(s):

Chiyu Feng ◽

Ahmed Elazab ◽

Peng Yang ◽

Tianfu Wang ◽

Feng Zhou ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Disease Diagnosis ◽

Learning Framework ◽

3D Cnn ◽

Alzheimer’S Disease Diagnosis

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A Machine Learning Framework Based on Extreme Gradient Boosting for Intelligent Alzheimer’s Disease Diagnosis Using Structure MRI

10.1007/978-3-030-75506-5_66 ◽

2021 ◽

pp. 815-827

Author(s):

Hong Ong ◽

Hoang Le ◽

Hoang Nguyen ◽

Dong Nguyen ◽

Huong Ha ◽

...

Keyword(s):

Machine Learning ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

Gradient Boosting ◽

Learning Framework ◽

Extreme Gradient Boosting ◽

Alzheimer’S Disease Diagnosis

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3D-CNN HadNet classification of MRI for Alzheimer’s Disease diagnosis

2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC) ◽

10.1109/nssmic.2018.8824317 ◽

2018 ◽

Author(s):

I. Sahumbaiev ◽

A. Popov ◽

J. Ramirez ◽

J. M. Gorriz ◽

A. Ortiz

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

3D Cnn ◽

Alzheimer’S Disease Diagnosis

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CBIR system using Capsule Networks and 3D CNN for Alzheimer's disease diagnosis

Informatics in Medicine Unlocked ◽

10.1016/j.imu.2019.100227 ◽

2019 ◽

Vol 16 ◽

pp. 100227

Author(s):

K.R. Kruthika ◽

Rajeswari ◽

H.D. Maheshappa

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

3D Cnn ◽

Alzheimer’S Disease Diagnosis

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Hippocampus analysis based on 3D CNN for Alzheimer’s disease diagnosis

Tenth International Conference on Digital Image Processing (ICDIP 2018) ◽

10.1117/12.2503194 ◽

2018 ◽

Author(s):

Ruoxuan Cui ◽

Manhua Liu

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

3D Cnn ◽

Alzheimer’S Disease Diagnosis

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Alzheimer's disease diagnosis based on feature extraction using optimised crow search algorithm and deep learning

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2021.10040401 ◽

2021 ◽

Vol 65 (4) ◽

pp. 325

Author(s):

Anupam Kumar ◽

Sonal Bansal ◽

Aditya Rustagi

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Extraction ◽

Deep Learning ◽

Search Algorithm ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Computer aided Alzheimer's disease diagnosis by an unsupervised deep learning technology

Neurocomputing ◽

10.1016/j.neucom.2018.11.111 ◽

2020 ◽

Vol 392 ◽

pp. 296-304 ◽

Author(s):

Xiuli Bi ◽

Shutong Li ◽

Bin Xiao ◽

Yu Li ◽

Guoyin Wang ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Disease Diagnosis ◽

Learning Technology ◽

Computer Aided ◽

Unsupervised Deep Learning ◽

Alzheimer’S Disease Diagnosis

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Convolutional Autoencoder based Deep Learning Approach for Alzheimer's Disease Diagnosis using Brain MRI

2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS) ◽

10.1109/cbms52027.2021.00097 ◽

2021 ◽

Author(s):

Ekin Yagis ◽

Alba G. Seco de Herrera ◽

Luca Citi

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Brain Mri ◽

Disease Diagnosis ◽

Learning Approach ◽

Convolutional Autoencoder ◽

Alzheimer’S Disease Diagnosis

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Deep learning based pipelines for Alzheimer's disease diagnosis: A comparative study and a novel deep-ensemble method

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2021.105032 ◽

2021 ◽

pp. 105032

Author(s):

Andrea Loddo ◽

Sara Buttau ◽

Cecilia Di Ruberto

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Comparative Study ◽

Disease Diagnosis ◽

Ensemble Method ◽

Alzheimer’S Disease Diagnosis

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Anatomical-Landmark-Based Deep Learning for Alzheimer’s Disease Diagnosis with Structural Magnetic Resonance Imaging

Intelligent Systems Reference Library - Deep Learning in Healthcare ◽

10.1007/978-3-030-32606-7_8 ◽

2019 ◽

pp. 127-147 ◽

Author(s):

Mingxia Liu ◽

Chunfeng Lian ◽

Dinggang Shen

Keyword(s):

Magnetic Resonance Imaging ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Magnetic Resonance ◽

Disease Diagnosis ◽

Anatomical Landmark ◽

Resonance Imaging ◽

Structural Magnetic Resonance Imaging ◽

Alzheimer’S Disease Diagnosis

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CBIR system using Capsule Networks and 3D CNN for Alzheimer's disease diagnosis

Informatics in Medicine Unlocked ◽

10.1016/j.imu.2018.12.001 ◽

2019 ◽

Vol 14 ◽

pp. 59-68 ◽

Author(s):

K.R. Kruthika ◽

Rajeswari ◽

H.D. Maheshappa

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

3D Cnn ◽

Alzheimer’S Disease Diagnosis

Download Full-text