Bioinformatics | Drug Discovery | Pharmacology Drug-Target Binding Affinity Prediction in a Continuous Latent Space Using Variational Autoencoders. May 20, 2024
Bioinformatics | Computational Biology | Oncology Benchmarking variational AutoEncoders on cancer transcriptomics data. October 5, 2023
Biomedical Engineering | Cardiology | Data Science Variational Autoencoders for Biomedical Signal Morphology Clustering and Noise Detection. September 28, 2023
Bioinformatics | Computational Biology The Deep Generative Decoder: MAP estimation of representations improves modeling of single-cell RNA data. August 12, 2023
Cardiology | Radiology Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders. January 13, 2023
Deep Learning | Medical Imaging | Pulmonology Data augmentation using Variational Autoencoders for improvement of respiratory disease classification. August 12, 2022
Bio-Signal Processing | Finance | Source Separation An Overview of Variational Autoencoders for Source Separation, Finance, and Bio-Signal Applications. January 21, 2022
Bioinformatics | Molecular Biology | Oncology Integrated multi-omics analysis of ovarian cancer using variational autoencoders. March 19, 2021
Bioinformatics | Computational Biology Exploring generative deep learning for omics data by using log-linear models. July 10, 2020
Bioinformatics | Machine Learning | Oncology Variational Autoencoders for Cancer Data Integration: Design Principles and Computational Practice. January 10, 2020