Oncology | Predictive Medicine Data Augmentation with Cross-Modal Variational Autoencoders (DACMVA) for Cancer Survival Prediction. April 26, 2024
Neonatology | Radiology An investigation into augmentation and preprocessing for optimising X-ray classification in limited datasets: a case study on necrotising enterocolitis. April 23, 2024
Biomedical Engineering | Machine Learning | Neurology Combining data augmentation and deep learning for improved epilepsy detection. April 18, 2024
Agricultural Science Comparison of estimating vegetation index for outdoor free-range pig production using convolutional neural networks. April 16, 2024
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