主题词：EEG and Brain-Computer Interfaces; AI in cancer detection; ECG Monitoring and Analysis; Brain Tumor Detection and Classification; Non-Invasive Vital Sign Monitoring; Advanced Neural Network Applications; Medical Image Segmentation Techniques; Radiomics and Machine Learning in Medical Imaging; COVID-19 diagnosis using AI; Blind Source Separation Techniques; Heart Rate Variability and Autonomic Control; Muscle activation and electromyography studies; Retinal Imaging and Analysis; Functional Brain Connectivity Studies; Digital Imaging for Blood Diseases; Emotion and Mood Recognition; Neural dynamics and brain function; Phonocardiography and Auscultation Techniques; Neuroscience and Neural Engineering; Image and Signal Denoising Methods; Medical Imaging and Analysis; Cardiac electrophysiology and arrhythmias; Artificial Intelligence in Healthcare; Gaze Tracking and Assistive Technology; Medical Imaging Techniques and Applications