Radar UAV/Bird Trajectory Feature Classification Based on TCN-Transformer and the PC-TimeGAN Data Augmentation Framework. [PDF]
Tong F +5 more
europepmc +1 more source
EEG Signal Classification with Data Augmentation for Epileptic Focus Localization and Deep Sleep Detection. [PDF]
Chen R +6 more
europepmc +1 more source
Accurate and robust ambiguity detection in software requirements documents using a GloVe-BiLSTM deep learning framework with data augmentation. [PDF]
Abdeahad Y +5 more
europepmc +1 more source
Deep Learning-Based Inner Ear Subregion Segmentation in 3D T2-Weighted MRI Using Label-Preserving Data Augmentation. [PDF]
Kim W, Kang Y, Lee S, Lee HJ, Nam Y.
europepmc +1 more source
MutPPI+: a multimodal framework for predicting mutation effects on protein-protein interactions via mutation-path-based data augmentation. [PDF]
Deng J +11 more
europepmc +1 more source
Data Augmentation Strength, Training Stability, and Clinical Trade-Offs in Transfer Learning for Chest X-ray Pneumonia Classification. [PDF]
Dias Will A.
europepmc +1 more source
Improving performance for multi-category anthropogenic debris detection in river environments by using a size-tailored annotation approach and data augmentation. [PDF]
Xu X, Zhang C, Huang H, Kong L.
europepmc +1 more source
Diffusion Models for Neuroimaging Data Augmentation: Assessing Realism and Clinical Relevance. [PDF]
Mallardi G +4 more
europepmc +1 more source
MedScanGAN: Synthetic PET & CT Scan Generation Using Conditional Generative Adversarial Networks for Medical AI Data Augmentation. [PDF]
Samaras AD +2 more
europepmc +1 more source
Prediction and analysis of anti-aging peptides using data augmentation and machine learning algorithms. [PDF]
Zhang Z +6 more
europepmc +1 more source

