Bioinformatics | Computational Biology The Deep Generative Decoder: MAP estimation of representations improves modeling of single-cell RNA data. August 12, 2023
Bioinformatics | Computational Biology | Genomics Ensemble deep learning of embeddings for clustering multimodal single-cell omics data. June 14, 2023
Bioinformatics | Population Genetics Tractable and Expressive Generative Models of Genetic Variation Data. June 9, 2023
Medical Imaging | Radiology Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review. April 27, 2023
Oncology | Radiology Enhancing cancer differentiation with synthetic MRI examinations via generative models: a systematic review. December 12, 2022
Bioinformatics | Computational Biology | Structural Biology LAST: Latent Space-Assisted Adaptive Sampling for Protein Trajectories. December 6, 2022
Medical Imaging | Radiology A survey on deep learning applied to medical images: from simple artificial neural networks to generative models. November 14, 2022
Bioinformatics | Computational Biology | Pharmacology Drug-protein interaction prediction variational autoencoders and attention mechanisms. November 2, 2022
Data Science | Psychology | Resilience Individualizing deep dynamic models for psychological resilience data. May 16, 2022
Chemistry Modern machine learning for tackling inverse problems in chemistry: molecular design to realization. April 13, 2022