Pathology Enhancing Histopathological Image Classification Performance through Synthetic Data Generation with Generative Adversarial Networks. June 27, 2024
Neurology | Radiology A Comparative Analysis of the Novel Conditional Deep Convolutional Neural Network Model, Using Conditional Deep Convolutional Generative Adversarial Network-Generated Synthetic and Augmented Brain Tumor Datasets for Image Classification. June 27, 2024
Computer Vision | Dermatology | Machine Learning Chronic Wound Image Augmentation and Assessment Using Semi-Supervised Progressive Multi-Granularity EfficientNet. June 20, 2024
Electrical Engineering | Power Systems Statistical Machine Learning for Power Flow Analysis Considering the Influence of Weather Factors on Photovoltaic Power Generation. April 8, 2024
Neuroscience | Radiology Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model. January 3, 2024
Robotics | Sports Science Cross-modal self-attention mechanism for controlling robot volleyball motion. November 29, 2023
Pathology Enhanced cell segmentation with limited annotated data using generative adversarial networks. August 7, 2023
Ophthalmology Fundus Image-label Pairs Synthesis and Retinopathy Screening via GANs with Class-imbalanced Semi-supervised Learning. April 8, 2023
Oncology | Radiology Generative Adversarial Networks Can Create High Quality Artificial Prostate Cancer Magnetic Resonance Images. March 29, 2023
Bioacoustics | Machine Learning DualDiscWaveGAN-Based Data Augmentation Scheme for Animal Sound Classification. February 28, 2023
Cybersecurity The Effectiveness of Zero-Day Attacks Data Samples Generated via GANs on Deep Learning Classifiers. January 21, 2023
Machine Learning | Meteorology A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts. January 2, 2023