Physics | Statistical Mechanics Deep learning probability flows and entropy production rates in active matter. June 11, 2024
Neurology | Psychiatry | Radiology Exploring the potential of representation and transfer learning for anatomical neuroimaging: Application to psychiatry. June 7, 2024
Causal Inference | Observational Studies An encoding generative modeling approach to dimension reduction and covariate adjustment in causal inference with observational studies. May 29, 2024
Bioinformatics | Computational Biology Growing ecosystem of deep learning methods for modeling protein-protein interactions. December 16, 2023
Bioinformatics | Pharmacology | Protein Design A new age in protein design empowered by deep learning. November 16, 2023
Cardiology | Radiology SDF4CHD: Generative Modeling of Cardiac Anatomies with Congenital Heart Defects. November 14, 2023
Imaging | Oncology | Pathology 3D multiplexed tissue imaging reconstruction and optimized region of interest (ROI) selection through deep learning model of channels embedding. November 6, 2023
Chemistry | Materials Science | Physics An invertible, invariant crystal representation for inverse design of solid-state materials using generative deep learning. November 3, 2023
Artificial Intelligence | Astronomy Astronomia ex machina: a history, primer and outlook on neural networks in astronomy. June 2, 2023
Bioinformatics | Computer Science | Structural Biology Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy. November 10, 2022
Pathology SAFRON: Stitching Across the Frontier Network for Generating Colorectal Cancer Histology Images. January 11, 2022