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References from Advanced dementia prediction and detection via hybrid convolutional neural networks on MRI data. Local targets link to admitted publications; unresolved targets remain external evidence.
2019 Alzheimer's disease facts and figures
10.1016/j.jalz.2019.01.010 · 2019 · External reference
NIA-AA research framework: toward a biological definition of Alzheimer's disease
10.1016/j.jalz.2018.02.018 · 2018 · External reference
The clinical use of structural MRI in Alzheimer disease
10.1038/nrneurol.2009.215 · 2010 · External reference
Alzheimer's disease
10.1016/s0140-6736(15)01124-1 · 2016 · External reference
Assessment of cognitive decline in dementia
2019 · External reference
A survey on deep learning in medical image analysis
10.1016/j.media.2017.07.005 · 2017 · External reference
Deep learning
10.1038/nature14539 · 2015 · External reference
Long short-term memory
10.1162/neco.1997.9.8.1735 · 1997 · External reference
Deep learning in medical image analysis
10.1146/annurev-bioeng-071516-044442 · 2017 · External reference
Dermatologist-level classification of skin cancer with deep neural networks
10.1038/nature22985 · 2017 · External reference
Unresolved reference
External reference
Deep learning-based pipeline to recognize Alzheimer's disease using fMRI data
2016 · External reference
Residual and plain convolutional neural networks for 3D brain MRI classification
2017 · External reference
Classification of CT brain images based on deep learning networks
10.1016/j.cmpb.2016.10.007 · 2017 · External reference
CNN-based Alzheimer's disease classification using hybrid enhanced ICA-based segmentation
10.1016/j.trci.2019.10.001 · 2019 · External reference
Joint classification and regression via deep multi-task learning for AD diagnosis
10.1109/tbme.2018.2869989 · 2018 · External reference
Towards Alzheimer's disease classification through transfer learning
2017 · External reference
Convolutional neural networks for classification of Alzheimer's disease: overview and reproducible evaluation
10.1016/j.media.2020.101694 · 2020 · External reference
Automated classification of Alzheimer's disease and MCI using a single MRI and deep neural networks
10.1016/j.nicl.2018.101645 · 2019 · External reference
The Alzheimer's disease Neuroimaging Initiative (ADNI): MRI methods
10.1002/jmri.21049 · 2008 · External reference
Open access series of imaging studies (OASIS): cross-sectional MRI data in young, middle aged, nondemented, and demented older adults
10.1162/jocn.2007.19.9.1498 · 2007 · External reference
Fast robust automated brain extraction
10.1002/hbm.10062 · 2002 · External reference
N4ITK: improved N3 bias correction
10.1109/tmi.2010.2046908 · 2010 · External reference
Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain
10.1016/j.media.2007.06.004 · 2008 · External reference
Deep residual learning for image recognition
2016 · External reference
Unresolved reference
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Densely connected convolutional networks
2017 · External reference
Rethinking the inception architecture for computer vision
2016 · External reference
Unresolved reference
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Enhanced inception network-based Alzheimer's disease diagnosis using brain MRI
2019 · External reference
Depression detection from social networks data based on machine learning and deep learning techniques: an interrogative survey
10.1109/tcss.2023.3263128 · 2023 · External reference
ICDP: an improved convolutional neural network model to detect pneumonia from chest X-ray images
2023 · External reference
GliomaCNN: an effective lightweight CNN model for classifying brain tumours from MRI using explainable AI
2024 · External reference
