Julkaisut (Hannula M)
Hannula M, Holma T, Löfgren E, Hinkula H and Sorri M (2011) Preliminary results of clinical tests of a new neural-network-based otitis media analysis system. Proceedings of NCTA 2011 -conference, France, 2011
Rontu JP, Hannula M, Leskinen S, Linnamo V and Salmi J (2010) One-Repetition Maximum Bench Press Performance Estimated With a New Accelerometer Method. Journal of Strenght and Conditioning Research 24(8), 2018-2025.
Hannula M, Hinkula H, Holma T, Löfgren E and Sorri M (2009) Artificial Neural Network Analysis in Evaluation of Ear Canal and Tympanic Membrane Properties from Acoustic Reflectometry Data. Proceedings of 11th World Congress on Medical Physics and Biomedical Engineering.
Hannula M, Hirvikoski A, Hinkula H and Holma T (2008) Application of artificial neural network in analysis of acoustic reflectometry data. Proceedings of Artificial Intelligence Applications Conference, Innsbruck, Austria, 2008.
Hannula M, Huttunen K, Koskelo J, Laitinen T and Leino T (2008) Comparison between artificial neural network and multilinear regression models in an evaluation of cognitive workload in a flight simulator. Computers in Biology and Medicine 38(11–12), 1163–1170.
Hannula M, Holma T, Kiukaanniemi H, Kuronen P and Sorri M (2008) Applicability of function-based analysis in retrospective data analysis of noise-induced hearing loss in the Finnish Defence Forces. Proceedings of the 4th European Congress For Medical and Biomedical Engineering. Antwerp, Belgium, 2008.
Hannula M, Hinkula H and Jauhiainen J (2008) Development and Evaluation of One Arm Electrode Based ECG Measurement System. Accepted to Proceedings of 14th Nordic – Baltic Conference on Biomedical Engineering and Medical Physics. Riga, Latvia, 2008.
Hannula M, Hirvikoski A, Isorinne M and Jauhiainen J (2008) Prediction of One Repetition Maximum in Dumbbell Concentration Curl and Shoulder Press. Accepted to Proceedings of 14th Nordic – Baltic Conference on Biomedical Engineering and Medical Physics. Riga, Latvia, 2008.
Hannula M and Hirvikoski A (2008) Validation of Individual Calibration Procedure in Prediction of One Repetition Maximum in Bench Press. Accepted to Proceedings of 14th Nordic – Baltic Conference on Biomedical Engineering and Medical Physics. Riga, Latvia, 2008.
Hannula M, Koskelo J, Huttunen K, Sorri M and Leino T (2007) Artificial Neural Network Analysis of Heart Rate under Cognitive Load in a Flight Simulator. Proceedings of the IASTED International Conference on Artificial Intelligence and Applications : as part of the 25th IASTED International Multi-Conference on Applied Informatics. - Insbruck : IASTED, 2007.
Hannula M and Alasaarela E (2007) Evaluation of Time and Frequency Domain Characteristics of Heart Rate Variability with Artificial Neural Network. Proceedings of the IASTED International Conference on Artificial Intelligence and Applications : as part of the 25th IASTED International Multi-Conference on Applied Informatics. - Insbruck : IASTED, 2007
Hannula M and Alasaarela E (2007) How to Transmit Artificial Information in Peripheral Nerves without Disturbing their Natural Information Flow. Proceedings of the Fifth IASTED International Conference on Biomedical Engineering. - Insbruck : IASTED, 2007
Hannula M, Rontu JP and Jauhiainen J (2007) Prediction of One Repetition Maximum in Weight Lifting with Multilinear Regression Model. Proceedings of the Fifth IASTED International Conference on Biomedical Engineering. - Insbruck : IASTED, 2007
Holma T, Hannula M, Winblad I & Sorri M (2006) The risk of hearing impairment in mine work assessed with an artificial neural network. Proceedings of Collegium Oto-Rhino-Laryngologicum Amicitiae Sacrum, 27-30 August, 2006, Moscow, Russia.
Hannula M, Jauhiainen J and Äijälä S (2006) One repetition maximum prediction from a submaximal performance in weight lifting. Proceedings of 5th World Congress of Biomechanics, Munich, Germany, 2006.
Hannula M, Leskinen S, Kvist L and Kurtti K (2006) Automated motor threshold estimation in physiotherapeutic electrical stimulation of a wrist. Proceedings of 5th European Symposium on Biomedical Engineering, Patras, Greece, 2006.
Hannula M and Heikkinen P (2006) Experimental determination of minimum distance between wrist and body electrodes in ECG measurement. Proceedings of 29th Conference of the Canadian Medical and Biological Engineering Society, Vancouver, Canada, 2006.
Hannula M, Hämäläinen T, Kylen L, Moisala J and Jauhiainen Jukka (2006) Applicability of Triaxial Accelerometer for Energy Expenditure Calculation in Weight Lifting. Proceedings of 2nd International Conference on Perspective Technologies and Methods in MEMS Design, Polyana, Ukraine, 2006.
Hannula M, Prykäri T, Alarousu E and Myllylä R (2006) Mathematical Analysis of Low-Coherence Interferometry Based Surface Roughness Measurements. Proceedings of the ODIMAP V, 5th Topical Meeting on Optoelectronic Distance/Displacement Measurements and Applications, October 2-4, 2006, Madrid, Spain.
Hannula M, Alarousu E, Prykäri T and Myllylä R (2006) Neural network analysis of pulp flow speed in low coherence doppler flowmetry measurement. Proceedings of the International Conference on Advanced Laser Technologies, September 8-12, 2006, Brasov, Romania.
Hannula M, Alarousu E, Prykäri T and Myllylä R (2006) Comparison of artificial neural network and multilinear regression analysis models in estimation of pulp flow speed from low coherence doppler flowmetry measurement data. Proceedings of the International Conference on Advanced Laser Technologies, September 8-12, 2006, Brasov, Romania.
Hannula M, Alasaarela E, Kortelainen ML, Rajaniemi H and Myllylä R (2006) Information transmission capacity of myelinated nerve supply of deltoid, brachioradialis and pronator teres muscles. Abstract in International Journal of Artificial Organs, 2006.
Hannula M, Alasaarela E, Tikkanen J, Mäkynen A and Myllylä R (2006). In Vitro Experiments of Information Transmission in a Frog Sciatic Nerve. Proceedings of IEEE International Workshop on Medical Measurement and Applications, Italy, April 20-21, 2006.
Reinvuo T, Hannula M, Sorvoja H, Alasaarela E and Myllylä R (2006) Measurement of Respiratory Rate with High-Resolution Accelerometer and EMFit Pressure Sensor. SAS 2006 – IEEE Sensors Applications Symposium, Houston, Texas USA, 7-9 February, pp. 192 - 195, 2006.
Hannula M, Määttä P and Lehtelä ML (2005) Prediction of individual psychophysiological stress level with artificial neural network. 3rd European Medical & Biological Engineering Conference, IFMBE Proceedings 2005 11(1).
Hannula M, Lehtelä ML and Määttä P (2005) What is your own stress equation? Proceedings of the 11th Netties Conference and Exhibition, St. Pölten University of Applied Sciences, Austria, 2005.
Hannula M (2003) Information transmission capacity of the nervous system of the arm – an information and communication engineering approach to the brachial plexus function. Doctoral Thesis, Faculty of Technology, University of Oulu.
Hannula M, Laitinen J & Alasaarela E (2003) Classification accuracy of a frequency analysis method: comparison between supervised SOM and KNN. Proceedings of the IEEE International Conference on Information Technology Applications in Biomedicine.
Hannula M, Alasaarela E & Laitinen J (2001) Neural network analysis of musculoskeletal responses to electrical AC-stimulus. Proceedings of the 23rd Annual International Conference of the IEEE 2: 1743-1746.
Tschopp M, Peltola K., Held T., Kinnunen H., Hannula M., Laukkanen R., Marti B. (2000) Traditionelle und neue Ansätze zur Schätzung der maximalen Sauerstoffaufnahme in Ruhe. Schweiz Z Sport 48(2):58-63.
Peltola K., Hannula M., Held T., Kinnunen H., Nissilä S., Laukkanen R., Marti B. (2000) Validity of Polar Fitness Test based on heart rate variability in assessing VO2MAX in trained individuals. Abstract in Proc 5th Annual Congress of ECSS, Jyväskylä, Finland, p 565
Peltola K., Hannula M., Held T., Kinnunen H., Nissilä S., Laukkanen R., B. Marti B. (2000) Validity of Polar Fitness Test based on heart rate variability in assessing VO2MAX in highly fit. Absract in 5th Scandinavian Congress on Medicine and Science, Lillehammer Norge, 2000, nr 51
Hannula M., Nissilä S., Kinnunen H., Virtanen P. (2000) Development of a new HRMAX prediction model. Abstract in Proc 5th Annual Congress of the ECSS, Jyväskylä, Finland, 2000, p 306
Patentit ja patenttihakemukset
Hannula M (2011) Evaluation method of a sports performance, Patent family: AT499879.
Hannula M & Hinkula H (2009) Reflectometer, EP-application no: EP-09158458.1-1265/2111792.
Hannula M & Hinkula H (2008) Reflektometri, FI-application no: FI-20080316.
Hannula M, Evaluation method of a sports performance (2007) PCT-application no: WO2007036611.
Hannula M, Puupohjainen tuote (2007) FI-application no: FI20075918.
Hannula M (2006) Käsine. Utility patent FI7254U.
Hannula M & Väänänen J (2006) Method and device for browsing information on a display. US-application: US2006129951.
Metsävainio JP & Hannula M (2004) Guidance method and device. PCT-application no: WO2004021166.
Hannula M (2002) Ammunnanharjoittelun apuväline. Utility patent FI5660U.
Hannula M (2002) Method and apparatus for measuring heart rate. US2002115938.