Pathology A Data Augmentation Methodology to Reduce the Class Imbalance in Histopathology Images. March 15, 2024
Neurology | Rehabilitation Medicine Data Augmentation Techniques for Accurate Action Classification in Stroke Patients with Hemiparesis. March 13, 2024
Artificial Intelligence | Radiology COVID-Net L2C-ULTRA: An Explainable Linear-Convex Ultrasound Augmentation Learning Framework to Improve COVID-19 Assessment and Monitoring. March 13, 2024
Orthopedics | Radiology Automatic segmentation of skeletal muscles from MR images using modified U-Net and a novel data augmentation approach. March 8, 2024
Healthcare Technology | Machine Learning | Neurology Migraine headache (MH) classification using machine learning methods with data augmentation. March 2, 2024
Neurology | Oncology | Radiology Quantitative and Visual Analysis of Data Augmentation and Hyperparameter Optimization in Deep Learning-Based Segmentation of Low-Grade Glioma Tumors Using Grad-CAM. February 27, 2024
Data Augmentation | Deep Learning | Image Analysis Revealing the Denoising Principle of Zero-Shot N2N-Based Algorithm from 1D Spectrum to 2D Image. February 27, 2024
Other A Comparative Study of Preprocessing and Model Compression Techniques in Deep Learning for Forest Sound Classification. February 24, 2024
Biomedical Engineering | Neurology A Novel Data Augmentation Approach Using Mask Encoding for Deep Learning-Based Asynchronous SSVEP-BCI. February 19, 2024
Bioinformatics | Computational Biology | Genomics EvoAug-TF: Extending evolution-inspired data augmentations for genomic deep learning to TensorFlow. February 17, 2024