Deep Learning | Medical Imaging | Radiology A Critical Assessment of Generative Models for Synthetic Data Augmentation on Limited Pneumonia X-ray Data. December 23, 2023
Biomedical Research | Computational Biology | Transcriptome Analysis Generating bulk RNA-Seq gene expression data based on generative deep learning models and utilizing it for data augmentation. December 15, 2023
Bioinformatics | Medical Engineering | Neurology Using Determinant Point Process in Generative Adversarial Networks for SSVEP Signals Synthesis. December 12, 2023
Medical AI | Privacy Protection LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis. November 23, 2023
Oncology | Radiology Assessing privacy leakage in synthetic 3-D PET imaging using transversal GAN. November 17, 2023
Railway Safety Data augmentation using generative models for track intrusion detection. November 13, 2023
Bioinformatics | Genomics | Machine Learning | Privacy Protection Deep convolutional and conditional neural networks for large-scale genomic data generation. November 13, 2023
Artificial Intelligence | Cognitive Science | Neuroscience Recursive neural programs: A differentiable framework for learning compositional part-whole hierarchies and image grammars. November 13, 2023
Data Analysis | Scientific visualization PSRFlow: Probabilistic Super Resolution with Flow-Based Models for Scientific Data. November 6, 2023
Other Discriminative multimodal learning via conditional priors in generative models. November 6, 2023
Bioinformatics | Molecular Biology Leveraging attention-enhanced variational autoencoders: Novel approach for investigating latent space of aptamer sequences. November 5, 2023
Bioinformatics | Infectious Diseases | Pharmacology Deep learning tools to accelerate antibiotic discovery. October 5, 2023