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humans (6) 6
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aged (5) 5
home monitoring (5) 5
accidental falls - prevention & control (4) 4
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aging (2) 2
fall risk classification (2) 2
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1. Full Text Ein innovativer Ansatz zur Detektion menschlicher Verhaltensmuster mittels nichtsupervidierten Methoden
by Wang, Ju and Bauer, Jürgen and Becker, Marcus and Bente, Petra and Dasenbrock, Lena and Elbers, Katharina and Hein, Andreas and Kohlmann, Martin and Kolb, Gerald and Lammel-Polchau, Christopher and Marschollek, Michael and Meis, Markus and Remmers, Hartmut and zu Schwabedissen, Hubertus Meyer and Schulze, Mareike and Steen, Enno-Edzard and Haux, Reinhold and Wolf, Klaus-Hendrik
Zeitschrift fur Gerontologie und Geriatrie, ISSN 0948-6704, 11/2014, Volume 47, Issue 8, pp. 648 - 660
Pervasive healthcare | Ageing | Sensor-enhanced living environment | Health assessment | Geriatrics
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2. Full Text Sensors vs. experts - A performance comparison of sensor-based fall risk assessment vs. conventional assessment in a sample of geriatric patients
by Marschollek, Michael and Rehwald, Anja and Wolf, Klaus-Hendrik and Gietzelt, Matthias and Nemitz, Gerhard and Zu Schwabedissen, Hubertus Meyer and Schulze, Mareike
BMC Medical Informatics and Decision Making, ISSN 1472-6947, 2011, Volume 11, Issue 1, pp. 48 - 48
Background: Fall events contribute significantly to mortality, morbidity and costs in our ageing population. In order to identify persons at risk and to target... 
MEDICAL INFORMATICS | MOBILITY | ASSESSMENT TOOLS | GO TEST | INPATIENTS | STRATIFY | RELEVANT | Risk Assessment - methods | Accidental Falls - prevention & control | Cost-Benefit Analysis | Humans | Risk Factors | Aged, 80 and over | Female | Geriatric Assessment - methods | Logistic Models | Usage | Mortality | Risk assessment | Aged patients | Research | Sensors | Health aspects | Germany | Risk factors
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3. Full Text Multimodal activity monitoring for home rehabilitation of geriatric fracture patients - feasibility and acceptance of sensor systems in the GAL-NATARS study
by Marschollek, Michael and Becker, Marcus and Bauer, Jürgen M and Bente, Petra and Dasenbrock, Lena and Elbers, Katharina and Hein, Andreas and Kolb, Gerald and Künemund, Harald and Lammel-Polchau, Christopher and Meis, Markus and Meyer zu Schwabedissen, Hubertus and Remmers, Hartmut and Schulze, Mareike and Steen, Enno-Edzard and Thoben, Wilfried and Wang, Ju and Wolf, Klaus-Hendrik and Haux, Reinhold
Informatics for Health and Social Care, ISSN 1753-8157, 9/2014, Volume 39, Issue 3-4, pp. 262 - 271
Background: Demographic change will lead to a diminishing care workforce faced with rising numbers of older persons in need of care, suggesting meaningful use... 
Falls | home monitoring | geriatric rehabilitation | pattern recognition | physical activity | Geriatric rehabilitation | Home monitoring | Pattern recognition | Physical activity | MEDICAL INFORMATICS | HEALTH CARE SCIENCES & SERVICES | SMART HOME | PEOPLE | HEALTH-ENABLING TECHNOLOGIES | Activities of Daily Living | Monitoring, Ambulatory - instrumentation | Humans | Aged, 80 and over | Independent Living | Quality of Life | Female | Aged | Fractures, Bone - rehabilitation | Patient Satisfaction
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4. Full Text Assessing elderly persons' fall risk using spectral analysis on accelerometric data - a clinical evaluation study
by Marschollek, Michael and Wolf, Klaus-Hendrik and Gietzelt, Matthias and Nemitz, Gerhard and Meyer zu Schwabedissen, Hubertus and Haux, Reinhold
2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISSN 1094-687X, 08/2008, Volume 2008, pp. 3682 - 3685
Falls are among the leading causes for morbidity, mortality and lasting functional disability in the elderly population. Several studies have shown the... 
fall risk classification | home monitoring | geriatrics | elderly people | wearable sensors | machine learning | Geriatrics - methods | Predictive Value of Tests | Reproducibility of Results | Monitoring, Ambulatory - methods | Risk Assessment | Artificial Intelligence | Humans | Risk | Home Care Services | Regression Analysis | Algorithms | Accidental Falls - prevention & control | Aged | Acceleration
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5. Full Text Information and communication technologies for promoting and sustaining quality of life, health and self-sufficiency in ageing societies - outcomes of the Lower Saxony Research Network Design of Environments for Ageing (GAL)
by Haux, Reinhold and Hein, Andreas and Kolb, Gerald and Künemund, Harald and Eichelberg, Marco and Appell, Jens-E and Appelrath, H.-Jürgen and Bartsch, Christian and Bauer, Jürgen M and Becker, Marcus and Bente, Petra and Bitzer, Jörg and Boll, Susanne and Büsching, Felix and Dasenbrock, Lena and Deparade, Riana and Depner, Dominic and Elbers, Katharina and Fachinger, Uwe and Felber, Juliane and Feldwieser, Florian and Forberg, Anne and Gietzelt, Matthias and Goetze, Stefan and Gövercin, Mehmet and Helmer, Axel and Herzke, Tobias and Hesselmann, Tobias and Heuten, Wilko and Huber, Rainer and Hülsken-Giesler, Manfred and Jacobs, Gerold and Kalbe, Elke and Kerling, Arno and Klingeberg, Timo and Költzsch, Yvonne and Lammel-Polchau, Christopher and Ludwig, Wolfram and Marschollek, Michael and Martens, Birger and Meis, Markus and Meyer, Eike Michael and Meyer, Jochen and Meyer zu Schwabedissen, Hubertus and Moritz, Niko and Müller, Heiko and Nebel, Wolfgang and Neyer, Franz J and Okken, Petra-Karin and Rahe, Julia and Remmers, Hartmut and Rölker-Denker, Lars and Schilling, Meinhard and Schöpke, Birte and Schröder, Jens and Schulze, Gisela C and Schulze, Mareike and Siltmann, Sina and Song, Bianying and Spehr, Jens and Steen, Enno-Edzard and Steinhagen-Thiessen, Elisabeth and Tanschus, Nele-Marie and Tegtbur, Uwe and Thiel, Andreas and Thoben, Wilfried and van Hengel, Peter and Wabnik, Stefan and Wegel, Sandra and Wilken, Olaf and Winkelbach, Simon and Wist, Thorben and Wolf, Klaus-Hendrik and Wolf, Lars and Laan, Melanie Zokoll-van der and Lower Saxony Res Network GAL and Lower Saxony Research Network GAL
Informatics for Health and Social Care, ISSN 1753-8157, 9/2014, Volume 39, Issue 3-4, pp. 166 - 187
Many societies across the world are confronted with demographic changes, usually related to increased life expectancy and, often, relatively low birth rates.... 
assistive technologies | independent living | smart interaction | health-enabling technologies | assisted living facilities | Ambient-assisted living | demographic aging | Assisted living facilities | Demographic aging | Assistive technologies | Smart interaction | Health-enabling technologies | Independent living | REQUIREMENTS | MEDICAL INFORMATICS | SERVICES | ACCELEROMETERS | ENABLING TECHNOLOGIES | CARE | SUPPORT | BIOMEDICAL INFORMATICS | HEALTH CARE SCIENCES & SERVICES | SYSTEMS | REHABILITATION | HOME | Geriatric Assessment | Accidental Falls - prevention & control | Monitoring, Ambulatory - methods | Humans | Aging | Independent Living | Quality of Life | Aged | Health Status | Germany | Socioeconomic Factors
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6. Full Text A novel approach for discovering human behavior patterns using unsupervised methods
by Wang, Ju and Bauer, Jürgen and Becker, Marcus and Bente, Petra and Dasenbrock, Lena and Elbers, Katharina and Hein, Andreas and Kohlmann, Martin and Kolb, Gerald and Lammel-Polchau, Christopher and Marschollek, Michael and Meis, Markus and Remmers, Hartmut and zu Schwabedissen, Hubertus Meyer and Schulze, Mareike and Steen, Enno-Edzard and Haux, Reinhold and Wolf, Klaus-Hendrik
Zeitschrift für Gerontologie und Geriatrie, ISSN 0948-6704, 12/2014, Volume 47, Issue 8, pp. 648 - 660
As is well known, elderly people gradually lose the ability of self-care. The decline can be reflected in changes in their daily life behavior. A solution to... 
Gesundheitliches Assessment | Geriatrics/Gerontology | Ageing | Internal Medicine | Social Sciences, general | Altern | Pervasive Computing in der Gesundheitsversorgung | Pervasive healthcare | Sensorgestütztes Lebensumfeld | Medicine & Public Health | Geriatrie | Aging | Sensor-enhanced living environment | Health assessment | Geriatrics | TECHNOLOGIES | OLDER-ADULTS | GERONTOLOGY | GERIATRICS & GERONTOLOGY | Monitoring, Ambulatory - statistics & numerical data | Geriatric Assessment - statistics & numerical data | Humans | Actigraphy - statistics & numerical data | Male | Hip Fractures - epidemiology | Motor Activity | Feasibility Studies | Germany - epidemiology | Activities of Daily Living | Hip Fractures - therapy | Aged, 80 and over | Female | Aged | Hip Fractures - psychology | Health Status
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7. Full Text A clinical study to assess fall risk using a single waist accelerometer
by Gietzelt, Matthias and Nemitz, Gerhard and Wolf, Klaus-Hendrik and Meyer Zu Schwabedissen, Hubertus and Haux, Reinhold and Marschollek, Michael
Informatics for Health and Social Care, ISSN 1753-8157, 12/2009, Volume 34, Issue 4, pp. 181 - 188
Falls have various causes and are often associated with mobility impairments. Preventive steps to avoid falls may be initiated, if an increasing fall risk... 
accelerometry | home monitoring | Fall risk | geriatric patients | pervasive healthcare | Pervasive healthcare | Home monitoring | Accelerometry | Geriatric patients | MEDICAL INFORMATICS | SERVICES | STABILITY | STRATIFY | HOMES | PERVASIVE HEALTH-CARE | OLDER-PEOPLE | TECHNOLOGIES | SELF-CARE | FUNCTIONAL MOBILITY | HEALTH CARE SCIENCES & SERVICES | PHYSIOLOGICAL FACTORS | Risk Assessment - methods | Monitoring, Ambulatory - instrumentation | Prospective Studies | Accidental Falls - prevention & control | Humans | Middle Aged | Aged, 80 and over | Aged | Germany
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8. Full Text A novel approach for discovering human behavior patterns using unsupervised methods/Ein innovativer Ansatz zur Detektion menschlicher Verhaltensmuster mittels nichtsupervidierten Methoden
by Wang, Ju and Bauer, Jurgen and Becker, Marcus and Bente, Petra and Dasenbrock, Lena and Elbers, Katharina and Hein, Andreas and Kohlmann, Martin and Kolb, Gerald and Lammel-Polchau, Christopher and Marschollek, Michael and Meis, Markus and Remmers, Hartmut and zu Schwabedissen, Hubertus Meyer and Schulze, Mareike and Steen, Enno-Edzard and Haux, Reinhold and Wolf, Klaus-Hendrik
Zeitschrift fur Gerontologie und Geriatrie, ISSN 0948-6704, 12/2014, Volume 47, Issue 8, p. 648
As is well known, elderly people gradually lose the ability of self-care. The decline can be reflected in changes in their daily life behavior. A solution to... 
Journal Article
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9. Full Text Information and communication technologies for promoting and sustaining quality of life, health and self-sufficiency in ageing societies – outcomes of the Lower Saxony Research NetworkDesign of Environments for Ageing(GAL)
by Haux, Reinhold and Hein, Andreas and Kolb, Gerald and Künemund, Harald and Eichelberg, Marco and Appell, Jens-E and Appelrath, H.-Jürgen and Bartsch, Christian and Bauer, Jürgen M and Becker, Marcus and Bente, Petra and Bitzer, Jörg and Boll, Susanne and Büsching, Felix and Dasenbrock, Lena and Deparade, Riana and Depner, Dominic and Elbers, Katharina and Fachinger, Uwe and Felber, Juliane and Feldwieser, Florian and Forberg, Anne and Gietzelt, Matthias and Goetze, Stefan and Gövercin, Mehmet and Helmer, Axel and Herzke, Tobias and Hesselmann, Tobias and Heuten, Wilko and Huber, Rainer and Hülsken-Giesler, Manfred and Jacobs, Gerold and Kalbe, Elke and Kerling, Arno and Klingeberg, Timo and Költzsch, Yvonne and Lammel-Polchau, Christopher and Ludwig, Wolfram and Marschollek, Michael and Martens, Birger and Meis, Markus and Meyer, Eike Michael and Meyer, Jochen and Meyer zu Schwabedissen, Hubertus and Moritz, Niko and Müller, Heiko and Nebel, Wolfgang and Neyer, Franz J and Okken, Petra-Karin and Rahe, Julia and Remmers, Hartmut and Rölker-Denker, Lars and Schilling, Meinhard and Schöpke, Birte and Schröder, Jens and Schulze, Gisela C and Schulze, Mareike and Siltmann, Sina and Song, Bianying and Spehr, Jens and Steen, Enno-Edzard and Steinhagen-Thiessen, Elisabeth and Tanschus, Nele-Marie and Tegtbur, Uwe and Thiel, Andreas and Thoben, Wilfried and van Hengel, Peter and Wabnik, Stefan and Wegel, Sandra and Wilken, Olaf and Winkelbach, Simon and Wist, Thorben and Wolf, Klaus-Hendrik and Wolf, Lars and Laan, Melanie Zokoll-van der and Lower Saxony Research Network GAL
Informatics for Health and Social Care, ISSN 1753-8157, 09/2014, Volume 39, Issue 3-4, pp. 166 - 187
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10. Assessing elderly persons' fall risk using spectral analysis on accelerometric data - A clinical evaluation study
by Marschollek, Michael and Wolf, Klaus-Hendrik and Gietzelt, Matthias and Nemitz, Gerhard and Zu Schwabedissen, Hubertus Meyer and Haux, Reinhold
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", 2008, pp. 3682 - 3685
Elderly people | Home monitoring | Machine learning | Fall risk classification | Wearable sensors | Geriatrics
Conference Proceeding
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11. Full Text Multimodal Home Monitoring of Elderly People--First Results from the LASS Study
by Marschollek, M and Ludwig, W and Schapiewksi, I and Schriever, E and Schubert, R and Dybowski, H and Schwabedissen, H.M and Howe, J and Haux, R
21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07), 05/2007, Volume 2, pp. 815 - 819
Monitoring elderly or disabled people in smart home environments is a major area of research because it allows for controlling chronic diseases and promises... 
home monitoring | Costs | Head | Computerized monitoring | activity classification | Smart homes | elderly people | machine learning | Diseases | Condition monitoring | Patient monitoring | Senior citizens | Biomedical monitoring | Wearable sensors | Elderly people | Home monitoring | Activity classification | Machine learning
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