Bioinformatics | Computational Biology | Drug Discovery PUResNetV2.0: a deep learning model leveraging sparse representation for improved ligand binding site prediction. June 7, 2024
Oncology | Pathology Learning binary and sparse permutation-invariant representations for fast and memory efficient whole slide image search. June 2, 2023
Computer Vision | Machine Learning ADMM-SRNet: Alternating Direction Method of Multipliers based Sparse Representation Network for One-Class Classification. May 12, 2023
Other Connections between Deep Equilibrium and Sparse Representation Models with Application to Hyperspectral Image Denoising. April 7, 2023
Neurology | Neuroscience | Radiology A microstructure estimation Transformer inspired by sparse representation for diffusion MRI. March 15, 2023
Biomedical Engineering | Neurology Sparse measures with swarm-based pliable hidden Markov model and deep learning for EEG classification. December 5, 2022
Image processing | Signal Processing Image Compression Using Stochastic-AFD Based Multi-signal Sparse Representation. August 3, 2022
Neurology | Radiology Medical image fusion by sparse-based modified fusion framework using block total least-square update dictionary learning algorithm. June 1, 2022
Biomedical Engineering | Brain-Computer Interface (BCI) | Neurology An Intelligent EEG Classification Methodology Based on Sparse Representation Enhanced Deep Learning Networks. November 12, 2020
Bioinformatics | Computational Biology Molecular Sparse Representation by a 3D Ellipsoid Radial Basis Function Neural Network via L1 Regularization. November 12, 2020
Neurology | Radiology An improved deep network for tissue microstructure estimation with uncertainty quantification. February 2, 2020