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Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|January 9, 2015
Comparison of feature and classifier algorithms for online automatic sleep staging based on a single EEG signalMustafa Radha, Gary Garcia-Molina, Mannes Poel, et al.
Physiological Measurement|August 21, 2015
Sleep stage classification with ECG and respiratory effortPedro Fonseca, Xi Long, Mustafa Radha, et al.
JMIR Cardio|June 30, 2020
Assisting Home-Based Resistance Training for Normotensive and Prehypertensive Individuals Using Ambient Lighting and Sonification Feedback: Sensor-Based System EvaluationMustafa Radha, Niels den Boer, Martijn C Willemsen, et al.
NPJ Digital Medicine|September 16, 2021
A deep transfer learning approach for wearable sleep stage classification with photoplethysmographyMustafa Radha, Pedro Fonseca, Arnaud Moreau, et al.
Scientific Reports|October 4, 2019
Sleep stage classification from heart-rate variability using long short-term memory neural networksMustafa Radha, Pedro Fonseca, Arnaud Moreau, et al.
Sleep|August 26, 2017
Validation of Photoplethysmography-Based Sleep Staging Compared With Polysomnography in Healthy Middle-Aged AdultsPedro Fonseca, Tim Weysen, Maaike S Goelema, et al.
Sleep|April 7, 2020
Automatic sleep staging using heart rate variability, body movements, and recurrent neural networks in a sleep disordered populationPedro Fonseca, Merel M van Gilst, Mustafa Radha, et al.
Physiological Measurement|January 31, 2019
Estimating blood pressure trends and the nocturnal dip from photoplethysmographyMustafa Radha, Koen de Groot, Nikita Rajani, et al.
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