Ophthalmology Domain generalization for retinal vessel segmentation via Hessian-based vector field. April 14, 2024
Biomedical Engineering | Rehabilitation Medicine Estimation of electrical muscle activity during gait using inertial measurement units with convolution attention neural network and small-scale dataset. April 14, 2024
Infectious Diseases | Pathology Supporting Malaria Diagnosis Using Deep Learning and Data Augmentation. April 13, 2024
Artificial Intelligence | Brain-inspired Methods | Computer Science Brain-inspired semantic data augmentation for multi-style images. April 10, 2024
Bioinformatics | Genomics Improving the performance of supervised deep learning for regulatory genomics using phylogenetic augmentation. April 8, 2024
Bioinformatics | Machine Learning | Microbiology phylaGAN: Data augmentation through conditional GANs and autoencoders for improving disease prediction accuracy using microbiome data. April 3, 2024
Forestry | Machine Learning | Wood Science Utilization of Synthetic Near-Infrared Spectra via Generative Adversarial Network to Improve Wood Stiffness Prediction. March 28, 2024
Plant Breeding | Plant Genomics Data Augmentation Enhances Plant-Genomic-Enabled Predictions. March 28, 2024
Pathology | Radiology Multi-sample -mixup: richer, more realistic synthetic samples from a -series interpolant. March 26, 2024
Pediatrics | Speech Recognition ChildAugment: Data augmentation methods for zero-resource children’s speaker verification. March 26, 2024