Duc-Tan Tran

: Enhanced Parallel

Enhanced Parallel MRI Reconstruction Using PCA-Based Machine Learning Denoising

Compressed Sensing (CS) has been widely adopted in Magnetic Resonance Imaging (MRI) to enable accurate image reconstruction from highly undersampled k-space data, thereby reducing acquisition time. In parallel MRI (pMRI), multi-coil measurements further accelerate imaging but are inherently sensitive to noise amplifica...

Improved chicken swarm optimization with RNNs for multi-label classification in imbalanced data

Multi-label classification (MLC) seeks to make multiple predictions for an instance by identifying associations between labels, thereby enhancing prediction capability. The paper presents a new method for combining improved chicken swarm optimization (ICSO) feature selection with recurrent neural networks (RNNs) for ML...