Stepwise discriminant analysis based optimal frequency band selection and ensemble learning for same limb MI recognition.

Decoding of multi-modal signals for motor imagery based on window positioning.

Adaptive weights-based relaxed broad learning system for imbalanced classification.

EEG spatial projection and an improved 3D CNN with channel spatiotemporal joint attention mechanism for emotion recognition.

Innovative combination of covariance analysis-based sliding time window and task-related component analysis for steady-state visual evoked potential recognition.

VMD based wavelet hybrid denoising and improved FBCCA algorithm: a new technique for wearable SSVEP recognition.

A Novel R-Peak Detection Model and SE-ResNet-Based PVC Recognition for 12-Lead ECGs.

Density-Based Discriminative Nonnegative Representation Model for Imbalanced Classification.

Model-level attention and batch-instance style normalization for federated learning on medical image segmentation.

White Matter Fiber Tracking Method with Adaptive Correction of Tracking Direction.

MsMorph: An Unsupervised pyramid learning network for brain image registration.

Vision Transformer-based Multimodal Feature Fusion Network for Lymphoma Segmentation on PET/CT Images.

A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images.

A Robust Deep Learning Method with Uncertainty Estimation for the Pathological Classification of Renal Cell Carcinoma based on CT Images.

MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation.

A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images.

A Structure Design Method for Reduction of MRI Acoustic Noise.