Bioinformatics | Computational Biology | Genomics A variational autoencoder trained with priors from canonical pathways increases the interpretability of transcriptome data. July 3, 2024
Bioinformatics | Structural Biology Assessments of Variational Autoencoder in Protein Conformation Exploration. June 3, 2024
Deep Learning | Drug Discovery | Pharmaceutical Sciences Geometric deep learning methods and applications in 3D structure-based drug design. May 17, 2024
Developmental Biology | Stem Cell Research | Transcriptomics Reconstructing developmental trajectories using latent dynamical systems and time-resolved transcriptomics. May 16, 2024
Biomechanics | Pediatrics | Radiology Quantitative morphological analysis framework of infant cranial sutures and fontanelles based on CT images. May 9, 2024
Biotechnology | Cell Biology | Medicine Stain-free approach to determine and monitor cell heath using supervised and unsupervised image-based deep learning. May 6, 2024
Artificial Intelligence | Machine Learning Context-Based Meta-Reinforcement Learning with Bayesian Nonparametric Models. April 9, 2024
Cardiology | Radiology | Vascular Surgery Unsupervised classification of multi-contrast magnetic resonance histology of peripheral arterial disease lesions using a convolutional variational autoencoder with a Gaussian mixture model in latent space: A technical feasibility study. April 6, 2024
Artificial Intelligence | Biomechanics Enhancing biomechanical machine learning with limited data: generating realistic synthetic posture data using generative artificial intelligence. February 29, 2024
Other A multimodal dynamical variational autoencoder for audiovisual speech representation learning. January 24, 2024
Bioinformatics | Genetics | Pathology Pathogenicity classification of missense mutations based on deep generative model. January 19, 2024
Ophthalmology Visualization of Optic Nerve Structural Patterns in Papilledema Using Deep Learning Variational Autoencoders. January 17, 2024