Publications by authors named "Jose M Perez-Macias"
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Synopsis of recent research by authors named "Jose M Perez-Macias"
- Jose M Perez-Macias focuses on the detection and analysis of snoring and sleep-related issues using innovative technologies, particularly an Emfit mattress sensor to monitor snoring events as indicators of obstructive sleep apnea.
- His research employs various machine learning and signal processing techniques, including support vector machines, convolutional neural networks, and source separation methods, to improve the accuracy and objectivity of snore detection.
- Additionally, he explores the relationship between sleep quality and home monitoring solutions, along with leveraging crowdsourcing for dietary self-monitoring, indicating a diverse interest in health monitoring and the integration of technology in healthcare applications.
