Artificial Intelligence | Cardiology | Medical Imaging Attention Autoencoder for Generative Latent Representational Learning in Anomaly Detection. January 11, 2022
Artificial Intelligence | Data-Driven Solutions | Predictive Maintenance Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations. January 11, 2022
Bioinformatics | Chemistry | Metabolomics MassGenie: A Transformer-Based Deep Learning Method for Identifying Small Molecules from Their Mass Spectra. December 24, 2021
Bioinformatics | Computational Biology | Genetics Deep learning tackles single-cell analysis-a survey of deep learning for scRNA-seq analysis. December 20, 2021
Artificial Intelligence | Computer Vision | Neuroscience Leveraging hierarchy in multimodal generative models for effective cross-modality inference. December 15, 2021
Bioinformatics | Computer Science | Molecular Biology Explore Protein Conformational Space With Variational Autoencoder. December 6, 2021
Biomedical Engineering | Neurology Semi-supervised automatic seizure detection using personalized anomaly detecting variational autoencoder with behind-the-ear EEG. November 28, 2021
Artificial Intelligence | Dermatology | Medical Imaging Improving Skin Cancer Classification Using Heavy-Tailed Student T-Distribution in Generative Adversarial Networks (TED-GAN). November 27, 2021
Neurology | Radiology Spatiotemporal Trajectories in Resting-state FMRI Revealed by Convolutional Variational Autoencoder. October 4, 2021
Bioinformatics | Computational Biology | Genomics VEGA is an interpretable generative model for inferring biological network activity in single-cell transcriptomics. September 29, 2021
Drug Discovery | Pharmaceutical Chemistry A Novel Scalarized Scaffold Hopping Algorithm with Graph-Based Variational Autoencoder for Discovery of JAK1 Inhibitors. September 13, 2021
Drug design | Radiology IsoExplorer: an isosurface-driven framework for 3D shape analysis of biomedical volume data. August 25, 2021