Frontiers The Effectiveness of Image Augmentation in Deep

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Frontiers MNet-10: A robust shallow convolutional neural network model performing ablation study on medical images assessing the effectiveness of applying optimal data augmentation technique

Frontiers Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring

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An example case showing the effectiveness of deep-learning enhancement

Deep learning modelling techniques: current progress, applications, advantages, and challenges

Data augmentation with Mixup: Enhancing performance of a functional neuroimaging-based prognostic deep learning classifier in recent onset psychosis - ScienceDirect

Frontiers HiRAND: A novel GCN semi-supervised deep learning-based framework for classification and feature selection in drug research and development

Frontiers Deep extreme learning machine with knowledge augmentation for EEG seizure signal recognition

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