Dual Attention Multi-Instance Deep Learning for Alzheimer’s Disease Diagnosis with Structural MRI

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2021.3077079 ◽

2021 ◽

pp. 1-1

Author(s):

Wenyong Zhu ◽

Liang Sun ◽

Jiashuang Huang ◽

Liangxiu Han ◽

Daoqiang Zhang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Structural Mri ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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An extended-2D CNN for multiclass Alzheimer's Disease diagnosis through structural MRI

Medical Imaging 2020: Computer-Aided Diagnosis ◽

10.1117/12.2550753 ◽

2020 ◽

Author(s):

Mariana Eugênia de Carvalho Pereira ◽

Irene Fantini ◽

Roberto A. Lotufo ◽

Letícia Rittner

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Structural Mri ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2018.2889096 ◽

2020 ◽

Vol 42 (4) ◽

pp. 880-893 ◽

Cited By ~ 40

Author(s):

Chunfeng Lian ◽

Mingxia Liu ◽

Jun Zhang ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Structural Mri ◽

Disease Diagnosis ◽

Convolutional Network ◽

Fully Convolutional Network ◽

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 ◽

Cited By ~ 3

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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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 ◽

Cited By ~ 15

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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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 ◽

Cited By ~ 1

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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An Explainable 3D Residual Self-Attention Deep Neural Network For Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2021.3066832 ◽

2021 ◽

pp. 1-1

Author(s):

Xin Zhang ◽

Liangxiu Han ◽

Wenyong Zhu ◽

Liang Sun ◽

Daoqiang Zhang

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Neural Network ◽

Structural Mri ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Alzheimer’s Disease Diagnosis Using Structural MRI and Machine Learning Techniques

10.1007/978-981-16-5078-9_53 ◽

2021 ◽

pp. 645-665

Author(s):

Samir Shrihari Yadav ◽

Sanjay Raghunath Sutar

Keyword(s):

Machine Learning ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Structural Mri ◽

Disease Diagnosis ◽

Machine Learning Techniques ◽

Learning Techniques ◽

Alzheimer’S Disease Diagnosis

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