Calibration and validation of accelerometer-based activity monitors: A systematic review of machine-learning approaches von Farrahi, Vahid, Niemelä, Maisa, Kangas, Maarit, Korpelainen, Raija, Jämsä, Timo

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What is EAMBES? von Jamsa, Timo

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Comparison of low-complexity fall detection algorithms for body attached accelerometers von Kangas, Maarit, Konttila, Antti, Lindgren, Per, Winblad, Ilkka, Jämsä, Timo

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Machine-learning models for activity class prediction: A comparative study of feature selection and classification algorithms von Chong, Joana, Tjurin, Petra, Niemelä, Maisa, Jämsä, Timo, Farrahi, Vahid

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Nocturnal finger skin temperature in menstrual cycle tracking: ambulatory pilot study using a wearable Oura ring von Maijala, Anna, Kinnunen, Hannu, Koskimäki, Heli, Jämsä, Timo, Kangas, Maarit

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Association between chronic diseases and falls among a sample of older people in Finland von Immonen, Milla, Haapea, Marianne, Simila, Heidi, Enwald, Heidi, Keranen, Niina, Kangas, Maarit, Jamsa, Timo, Korpelainen, Raija

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Associations of Wearable Ring Measured Sleep, Sedentary Time, and Physical Activity With Cardiometabolic Health: A Compositional Data Analysis Approach von Niemelä, Maisa, Maijala, Anna, Nauha, Laura, Jämsä, Timo, Korpelainen, Raija, Farrahi, Vahid

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Accumulation patterns of sedentary time and breaks and their association with cardiometabolic health markers in adults von Farrahi, Vahid, Kangas, Maarit, Kiviniemi, Antti, Puukka, Katri, Korpelainen, Raija, Jämsä, Timo

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Associations of accelerometer-estimated free-living daily activity impact intensities with 10-year probability of osteoporotic fractures in adults von Leviäkangas, Aleksi, Korpelainen, Raija, Pinola, Pekka, Fridolfsson, Jonatan, Nauha, Laura, Jämsä, Timo, Farrahi, Vahid

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Correlates of physical activity behavior in adults: a data mining approach von Farrahi, Vahid, Niemela, Maisa, Karmeniemi, Mikko, Puhakka, Soile, Kangas, Maarit, Korpelainen, Raija, Jamsa, Timo

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Sensitivity and specificity of fall detection in people aged 40 years and over von Kangas, Maarit, Vikman, Irene, Wiklander, Jimmie, Lindgren, Per, Nyberg, Lars, Jämsä, Timo

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Use of Information and Communication Technologies Among Older People With and Without Frailty: A Population-Based Survey von Keränen, Niina Susanna, Kangas, Maarit, Immonen, Milla, Similä, Heidi, Enwald, Heidi, Korpelainen, Raija, Jämsä, Timo

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The effect of body configuration on the strain magnitude and distribution within the acetabulum during sideways falls: A finite element approach von Khakpour, Shahab, Tanska, Petri, Saarakkala, Simo, Korhonen, Rami K., Jämsä, Timo

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Physical activity is associated with cardiac autonomic function in adolescent men von Tornberg, Jaakko, Ikäheimo, Tiina M, Kiviniemi, Antti, Pyky, Riitta, Hautala, Arto, Mäntysaari, Matti, Jämsä, Timo, Korpelainen, Raija

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Comparison and agreement between device-estimated and self-reported sleep periods in adults von Nauha, Laura, Farrahi, Vahid, Jurvelin, Heidi, Jämsä, Timo, Niemelä, Maisa, Kangas, Maarit, Korpelainen, Raija

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Chronotypes and objectively measured physical activity and sedentary time at midlife von Nauha, Laura, Jurvelin, Heidi, Ala‐Mursula, Leena, Niemelä, Maisa, Jämsä, Timo, Kangas, Maarit, Korpelainen, Raija

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Discrimination of Low-Energy Acetabular Fractures from Controls Using Computed Tomography-Based Bone Characteristics von Gebre, Robel K., Hirvasniemi, Jukka, Lantto, Iikka, Saarakkala, Simo, Leppilahti, Juhana, Jämsä, Timo

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Intensity and temporal patterns of physical activity and cardiovascular disease risk in midlife von Niemelä, Maisa, Kangas, Maarit, Farrahi, Vahid, Kiviniemi, Antti, Leinonen, Anna-Maiju, Ahola, Riikka, Puukka, Katri, Auvinen, Juha, Korpelainen, Raija, Jämsä, Timo

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A Persuasive mHealth Behavioral Change Intervention for Promoting Physical Activity in the Workplace: Feasibility Randomized Controlled Trial von Haque, Md Sanaul, Kangas, Maarit, Jämsä, Timo

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Residential relocation trajectories and neighborhood density, mixed land use and access networks as predictors of walking and bicycling in the Northern Finland Birth Cohort 1966 von Kärmeniemi, Mikko, Lankila, Tiina, Ikäheimo, Tiina, Puhakka, Soile, Niemelä, Maisa, Jämsä, Timo, Koivumaa-Honkanen, Heli, Korpelainen, Raija

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