Biochemistry | Drug Discovery | Pharmacology DrugMetric: quantitative drug-likeness scoring based on chemical space distance. July 8, 2024
Bioinformatics | Hepatology | Proteomics Imputation of label-free quantitative mass spectrometry-based proteomics data using self-supervised deep learning. June 26, 2024
Artificial Intelligence | Bioinformatics | Pharmacology Peptide-based drug discovery through artificial intelligence: towards an autonomous design of therapeutic peptides. June 10, 2024
Bioinformatics | Drug Discovery | Pharmacology Drug-Target Binding Affinity Prediction in a Continuous Latent Space Using Variational Autoencoders. May 20, 2024
Bioinformatics | Oncology | Precision Medicine Hi-GeoMVP: a hierarchical geometry-enhanced deep learning model for drug response prediction. April 13, 2024
Artificial Intelligence | Dentistry | Healthcare Generative artificial intelligence: synthetic datasets in dentistry. March 1, 2024
Chemistry | Material Science | Physics Unveiling mesoscopic structures in distorted lamellar phases through deep learning-based small angle neutron scattering analysis. January 11, 2024
Bioinformatics | Genomics | Microbiology Adversarial and variational autoencoders improve metagenomic binning. October 21, 2023
Other Evaluation of metric and representation learning approaches: Effects of representations driven by relative distance on the performance. October 12, 2023
Bioinformatics | Infectious Diseases | Pharmacology Deep learning tools to accelerate antibiotic discovery. October 5, 2023
Bioinformatics | Ecology New deep learning-based methods for visualizing ecosystem properties using environmental DNA metabarcoding data. September 13, 2023
Civil Engineering | Structural Health Monitoring A brief introductory review to deep generative models for civil structural health monitoring. August 25, 2023