TY - JOUR A1 - Amaefule, Chimezie O. A1 - Goerss, Doreen A1 - Halek, Margareta A1 - Kernebeck, Sven A1 - Kirste, Thomas A1 - Teipel, Stefan J. T1 - PREDICTING DAYTIME MANIFESTATIONS OF CHALLENGING BEHAVIOURS IN ADVANCED STAGES OF DEMENTIA USING PRE-DAYTIME ACCELEROMETRY: POST-HOC ANALYSIS OF THE DZNE ROSTOCK INSIDEDEM STUDY JF - Alzheimer's & Dementia Y1 - 2019 U6 - http://dx.doi.org/10.1016/j.jalz.2019.06.4063 SN - 1552-5260 VL - 15 SP - P1451 EP - P1452 ER - TY - JOUR A1 - Goerss, Doreen A1 - Hein, Albert A1 - Bader, Sebastian A1 - Halek, Margareta A1 - Kernebeck, Sven A1 - Kutschke, Andreas A1 - Kirste, Thomas A1 - Teipel, Stefan J. T1 - P1‐284: AUTOMATED SENSOR‐BASED DETECTION OF CHALLENGING BEHAVIORS IN ADVANCED STAGES OF DEMENTIA IN NURSING HOMES JF - Alzheimer's & Dementia Y1 - 2019 U6 - http://dx.doi.org/10.1016/j.jalz.2019.06.839 SN - 1552-5260 VL - 15 IS - 7S_Part_7 SP - P351 ER - TY - JOUR A1 - Goerss, Doreen A1 - Hein, Albert A1 - Bader, Sebastian A1 - Halek, Margareta A1 - Kernebeck, Sven A1 - Kutschke, Andreas A1 - Kirste, Thomas A1 - Teipel, Stefan J. T1 - AUTOMATED SENSOR-BASED DETECTION OF CHALLENGING BEHAVIORS IN ADVANCED STAGES OF DEMENTIA IN NURSING HOMES JF - Alzheimer's & Dementia Y1 - 2019 U6 - http://dx.doi.org/10.1016/j.jalz.2019.06.4309 SN - 1552-5260 VL - 15 SP - P151 EP - P152 ER - TY - JOUR A1 - Amaefule, Chimezie O. A1 - Goerss, Doreen A1 - Halek, Margareta A1 - Kernebeck, Sven A1 - Kirste, Thomas A1 - Teipel, Stefan J. T1 - PREDICTING DAYTIME MANIFESTATIONS OF CHALLENGING BEHAVIOURS IN ADVANCED STAGES OF DEMENTIA USING PRE-DAYTIME ACCELEROMETRY: POST-HOC ANALYSIS OF THE DZNE ROSTOCK INSIDEDEM STUDY JF - Alzheimer's & Dementia Y1 - 2019 U6 - http://dx.doi.org/10.1016/j.jalz.2019.06.4340 SN - 1552-5260 VL - 15 SP - P165 EP - P166 ER - TY - JOUR A1 - Goerss, Doreen A1 - Hein, Albert A1 - Bader, Sebastian A1 - Halek, Margareta A1 - Kernebeck, Sven A1 - Kutschke, Andreas A1 - Heine, Christina A1 - Krueger, Frank A1 - Kirste, Thomas A1 - Teipel, Stefan T1 - Automated sensor‐based detection of challenging behaviors in advanced stages of dementia in nursing homes JF - Alzheimer's & Dementia N2 - Sensor‐based assessment of challenging behaviors in dementia may be useful to support caregivers. Here, we investigated accelerometry as tool for identification and prediction of challenging behaviors. We set up a complex data recording study in two nursing homes with 17 persons in advanced stages of dementia. Study included four‐week observation of behaviors. In parallel, subjects wore sensors 24 h/7 d. Participants underwent neuropsychological assessment including MiniMental State Examination and Cohen‐Mansfield Agitation Inventory. We calculated the accelerometric motion score (AMS) from accelerometers. The AMS was associated with several types of agitated behaviors and could predict subject's Cohen‐Mansfield Agitation Inventory values. Beyond the mechanistic association between AMS and behavior on the group level, the AMS provided an added value for prediction of behaviors on an individual level. We confirm that accelerometry can provide relevant information about challenging behaviors. We extended previous studies by differentiating various types of agitated behaviors and applying long‐term measurements in a real‐world setting. Y1 - 2020 U6 - http://dx.doi.org/10.1016/j.jalz.2019.08.193 SN - 1552-5260 VL - 16 SP - 672 EP - 680 ER -