Convex optimization Kernel methods Sleep apnea Task analysis Variational inference Stochastic differential equations Endmember variability Manifold learning Spatial frequencies Multispectral OSA Data fusion Image fusion Convolution Artificial Intelligence Deep learning DL Brain Image segmentation Machine Learning Detectors Dictionaries Computer vision Privacy Output feedback Dimensionality reduction Nash equilibrium Speech production Autism Object detection Data models Digital public health Feature extraction COVID-19 EHealth Spatial resolution Ethics Stochastic approximation Optimal controller Machine learning Super-resolution Backstepping Ethique de l'intelligence artificielle Santé numérique Big data Correlation Optimal control Algorithmes Tensors Training Online learning Éthique Scheduling Stabilization Unsupervised learning Data analysis Continuous positive airway pressure Automatic speech recognition Digital health e-health AI Deep Learning Sex differences Chronic obstructive pulmonary disease Speech motor control Optimization Hyperspectral image Alternating direction method of multipliers ADMM Hyperspectral imaging Remote sensing RS Self-supervised learning Neural networks Speech synthesis Simulation Spectral clustering Representation learning Innovation Data mining Artificial intelligence Fairness Random matrix theory Generative models Asymptotic stability Semantic segmentation Infinite-dimensional systems Classification Image reconstruction Remote sensing Intelligence artificielle Convolutional neural networks Hyperspectral Adherence Prediction Philosophie des techniques Pansharpening Evaluation Telemonitoring Audio-visual speech enhancement Predictive coding Deep learning Image processing Co-design