AIMC Topic: Convolutional Neural Networks

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Brain Age Analysis and Dementia Classification using Convolutional Neural Networks trained on Diffusion MRI: Tests in Indian and North American Cohorts.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Deep learning models based on convolutional neural networks (CNNs) have been used to classify Alzheimer's disease or infer dementia severity from T1-weighted brain MRI scans. Here, we examine the value of adding diffusion-weighted MRI (dMRI) as an in...
Humans Neural Networks, Computer Brain Female Aged Male Deep Learning Convolutional Neural Networks Dementia Cohort Studies India Alzheimer Disease Neuroimaging North America Diffusion Magnetic Resonance Imaging
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ECG-based Daily Activity Recognition Using 1D Convolutional Neural Networks.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
This study presents an approach to human activity recognition (HAR) using electrocardiogram (ECG) signals. We explore the application of ECG for not only providing cardiophysiological information but also for more extensive patient surveillance, incl...
Humans Neural Networks, Computer Algorithms Female Adult Male Convolutional Neural Networks Electrocardiography Signal Processing, Computer-Assisted Activities of Daily Living
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