Recording

Deep Attention Networks With Multi-Temporal Information Fusion for Sleep Apnea Detection

Deep Attention Networks With Multi-Temporal Information Fusion for Sleep Apnea Detection 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Sleep Apnea (SA) is a prevalent sleep disorder with multifaceted etiologies that can have severe consequences for patients. Diagnosing SA traditionally relies on the in-laboratory polysomnogram (PSG), which records various… read more

Classification of Aortic Stenosis Patients via ECG-Independent Multi-Site Measurements of Cardiac-Induced Accelerations and Angular Velocities at the Skin Level

Classification of Aortic Stenosis Patients via ECG-Independent Multi-Site Measurements of Cardiac-Induced Accelerations and Angular Velocities at the Skin Level 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: To evaluate the suitability of seismocardiogram (SCG) and gyrocardiogram (GCG) recorded at the skin level to classify aortic stenosis (AS) patients from healthy volunteers, and to determine the optimal… read more

Pulse2AI: An Adaptive Framework to Standardize and Process Pulsatile Wearable Sensor Data for Clinical Applications

Pulse2AI: An Adaptive Framework to Standardize and Process Pulsatile Wearable Sensor Data for Clinical Applications 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: To establish Pulse2AI as a reproducible data preprocessing framework for pulsatile signals that generate high-quality machine-learning-ready datasets from raw wearable recordings. Methods: We proposed an end-to-end data preprocessing framework… read more

Quantifying the Suitability of Biosignals Acquired During Surgery for Multimodal Analysis

Quantifying the Suitability of Biosignals Acquired During Surgery for Multimodal Analysis 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: Recently, large datasets of biosignals acquired during surgery became available. As they offer multiple physiological signals measured in parallel, multimodal analysis – which involves their joint analysis – can… read more