Towards Alzheimer's disease classification through transfer learning
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[1] Giovanni Montana,et al. Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks , 2015, ICPRAM 2015.
[2] Ronald M. Summers,et al. Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks , 2018, Comput. methods Biomech. Biomed. Eng. Imaging Vis..
[3] Nima Tajbakhsh,et al. Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? , 2016, IEEE Transactions on Medical Imaging.
[4] Nicholas Ayache,et al. Fine-tuned convolutional neural nets for cardiac MRI acquisition plane recognition , 2017, Comput. methods Biomech. Biomed. Eng. Imaging Vis..
[5] Pascal Vincent,et al. The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training , 2009, AISTATS.
[6] John G. Csernansky,et al. Open Access Series of Imaging Studies: Longitudinal MRI Data in Nondemented and Demented Older Adults , 2010, Journal of Cognitive Neuroscience.
[7] Yoshua Bengio,et al. How transferable are features in deep neural networks? , 2014, NIPS.
[8] Sidong Liu,et al. Early diagnosis of Alzheimer's disease with deep learning , 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).
[9] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[10] Sergey Ioffe,et al. Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning , 2016, AAAI.
[11] Ghassem Tofighi,et al. DeepAD: Alzheimer’s Disease Classification via Deep Convolutional Neural Networks using MRI and fMRI , 2016, bioRxiv.
[12] Hao Chen,et al. Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks , 2015, IEEE Journal of Biomedical and Health Informatics.
[13] Goo-Rak Kwon,et al. Diagnosis of Alzheimer's Disease Using Dual-Tree Complex Wavelet Transform, PCA, and Feed-Forward Neural Network , 2017, Journal of healthcare engineering.
[14] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[15] Nick C Fox,et al. Accuracy of dementia diagnosis—a direct comparison between radiologists and a computerized method , 2008, Brain : a journal of neurology.
[16] Christian Böhm,et al. Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease , 2010, NeuroImage.
[17] Anthony Maida,et al. Natural Image Bases to Represent Neuroimaging Data , 2013, ICML.
[18] Kathryn Ziegler-Graham,et al. Forecasting the global burden of Alzheimer’s disease , 2007, Alzheimer's & Dementia.
[19] Colin Studholme,et al. An overlap invariant entropy measure of 3D medical image alignment , 1999, Pattern Recognit..