Engineering | Physics Learning dynamical systems from data: An introduction to physics-guided deep learning. June 24, 2024
Epidemiology | Infectious Diseases | Public Health Exploring the dynamics of monkeypox transmission with data-driven methods and a deterministic model. June 6, 2024
Other A knowledge-aware deep learning model for landslide susceptibility assessment in Hong Kong. May 28, 2024
Data Science | Structural Biology Confronting heterogeneity in cryogenic electron microscopy data: Innovative strategies and future perspectives with data-driven methods. April 24, 2024
Chemistry | Materials Science Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks. February 29, 2024
Radiology Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey. February 26, 2024
Psychiatry Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment. April 24, 2023
Biomedical Engineering | Cardiology Cardiac Activation Maps Reconstruction: A Comparative Study Between Data-Driven and Physics-Based Methods. September 13, 2021
Medical Physics | Radiation Oncology Knowledge-based radiation treatment planning: A data-driven method survey. July 7, 2021
Bioinformatics | Computational Biology | Genomics CrepHAN: Cross-species prediction of enhancers by using hierarchical attention networks. May 12, 2021
Computer Vision | Image processing Single Image Deraining: From Model-Based to Data-Driven and Beyond. August 5, 2020
Biotechnology | Industrial Engineering Modern Soft-Sensing Modeling Methods for Fermentation Processes. March 26, 2020