Comparison of fuzzy reasoning and Autoassociative MLP in sleep spindle detection. - Eero Huupponen; Alpo Värri; Joel Hasan; Sari-Leena Himanen; Mikko Lehtokangas; Jukka Saarinen (EUSIPCO, 2000)

Fuzzy detection of EEG alpha without amplitude thresholding. - Eero Huupponen; Sari-Leena Himanen; Alpo Värri; Joel Hasan; Antti Saastamoinen; Mikko Lehtokangas; Jukka Saarinen (Artif. Intell. Medicine, 2002)

Comparison of the Properties of EEG Spindles in Sleep and Propofol Anesthesia. - Rain Ferenets; Tarmo Lipping; Pertti Suominen; Jari Juhani Turunen; Pasi Puumala; Ville Jäntti; Sari-Leena Himanen; Ari-Matti Huotari (EMBC, 2006)

Computer program for automated sleep depth estimation. - Antti Saastamoinen; Eero Huupponen; Alpo Värri; Joel Hasan; Sari-Leena Himanen (Comput. Methods Programs Biomed., 2006)

Development and comparison of four sleep spindle detection methods. - Eero Huupponen; Germán Gómez-Herrero; Antti Saastamoinen; Alpo Värri; Joel Hasan; Sari-Leena Himanen (Artif. Intell. Medicine, 2007)

Detection of compressed tracheal sound patterns with large amplitude variation during sleep. - Antti Kulkas; E. Rauhala; Eero Huupponen; J. Virkkala; Mirja Tenhunen; Antti Saastamoinen; Sari-Leena Himanen (Medical Biol. Eng. Comput., 2008)

Intelligent methods for identifying respiratory cycle phases from tracheal sound signal during sleep. - Antti Kulkas; Eero Huupponen; J. Virkkala; Mirja Tenhunen; Antti Saastamoinen; E. Rauhala; Sari-Leena Himanen (Comput. Biol. Medicine, 2009)

Improved computational fronto-central sleep depth parameters show differences between apnea patients and control subjects. - Eero Huupponen; T. Saunamäki; Antti Saastamoinen; Antti Kulkas; Mirja Tenhunen; Sari-Leena Himanen (Medical Biol. Eng. Comput., 2009)

New tracheal sound feature for apnoea analysis. - Antti Kulkas; Eero Huupponen; J. Virkkala; Mirja Tenhunen; Antti Saastamoinen; E. Rauhala; Sari-Leena Himanen (Medical Biol. Eng. Comput., 2009)

Identification of Deep Sleep and Awake with Computational EEG Measures. - Eero Huupponen; Antti Kulkas; Antti Saastamoinen; Mirja Tenhunen; Sari-Leena Himanen (J. Medical Syst., 2011)

Sleep-wake detection based on respiratory signal acquired through a Pressure Bed Sensor. - Guillermina Guerrero Mora; Elvia Ruth Palacios; Anna Maria Bianchi; Juha M. Kortelainen; Mirja Tenhunen; Sari-Leena Himanen; Martín O. Méndez; Edgar Arce Santana; Omar Gutierrez-Navarro (EMBC, 2012)

The addition of entropy-based regularity parameters improves sleep stage classification based on heart rate variability. - Md. Aktaruzzaman; M. Migliorini; Mirja Tenhunen; Sari-Leena Himanen; Anna M. Bianchi; Roberto Sassi (Medical Biol. Eng. Comput., 2015)

Assessment of support vector machines and convolutional neural networks to detect snoring using Emfit mattress. - Jose Maria Perez-Macias; Sharath Adavanne; Jari Viik; Alpo Värri; Sari-Leena Himanen; Mirja Tenhunen (EMBC, 2017)

Detection of Snores Using Source Separation on an Emfit Signal. - Jose Maria Perez-Macias; Mirja Tenhunen; Alpo Värri; Sari-Leena Himanen; Jari Viik (IEEE J. Biomed. Health Informatics, 2018)

Non-Linear Heart Rate Variability Measures in Sleep Stage Analysis with Photoplethysmography. - Matti Molkkari; Mirja Tenhunen; Adrian Tarniceriu; Antti Vehkaoja; Sari-Leena Himanen; Esa Räsänen (CinC, 2019)

Heart Pulse Demodulation from Emfit Mattress Sensor Using Spectral and Source Separation Techniques. - Jose Maria Perez-Macias; Alpo Värri; Sari-Leena Himanen; Mirja Tenhunen; Jari Viik (CinC, 2022)