Vagus activation by Cold Face Test reduces acute psychosocial stress responses by Robert Richer, Janis Zenkner, Arne Küderle, Nicolas Rohleder, Bjoern M. Eskofier

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The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking. by Arne Küderle, Nils Roth, Jovana Zlatanovic, Markus Zrenner, Bjoern Eskofier, Felix Kluge

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Simultaneous Indoor Pedestrian Localization and House Mapping Based on Inertial Measurement Unit and Bluetooth Low-Energy Beacon Data by Jesus D. Ceron, Felix Kluge, Arne Küderle, Bjoern M. Eskofier, Diego M. López

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An Inertial Sensor-Based Gait Analysis Pipeline for the Assessment of Real-World Stair Ambulation Parameters by Nils Roth, Arne Küderle, Dominik Prossel, Heiko Gassner, Bjoern M. Eskofier, Felix Kluge

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Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running? by Markus Zrenner, Arne Küderle, Nils Roth, Ulf Jensen, Burkhard Dümler, Bjoern M. Eskofier

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EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors by Ann-Kristin Seifer, Eva Dorschky, Arne Küderle, Hamid Moradi, Ronny Hannemann, Björn M. Eskofier

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Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis by Alzhraa A. Ibrahim, Arne Küderle, Heiko Gaßner, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge

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Validation of a Sensor-Based Gait Analysis System with a Gold-Standard Motion Capture System in Patients with Parkinson’s Disease by Verena Jakob, Arne Küderle, Felix Kluge, Jochen Klucken, Bjoern M. Eskofier, Jürgen Winkler, Martin Winterholler, Heiko Gassner

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Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients by Nils Roth, Arne Küderle, Martin Ullrich, Till Gladow, Franz Marxreiter, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge

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MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data by Malte Ollenschläger, Arne Küderle, Wolfgang Mehringer, Ann-Kristin Seifer, Jürgen Winkler, Heiko Gaßner, Felix Kluge, Bjoern M. Eskofier

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Machine learning-based detection of acute psychosocial stress from body posture and movements by Robert Richer, Veronika Koch, Luca Abel, Felicitas Hauck, Miriam Kurz, Veronika Ringgold, Victoria Müller, Arne Küderle, Lena Schindler-Gmelch, Bjoern M. Eskofier, Nicolas Rohleder

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Consensus based framework for digital mobility monitoring. by Felix Kluge, Silvia Del Din, Andrea Cereatti, Heiko Gaßner, Clint Hansen, Jorunn L Helbostad, Jochen Klucken, Arne Küderle, Arne Müller, Lynn Rochester, Martin Ullrich, Bjoern M Eskofier, Claudia Mazzà, Mobilise-D consortium

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Gaitmap—An Open Ecosystem for IMU-Based Human Gait Analysis and Algorithm Benchmarking by Arne Kuderle, Martin Ullrich, Nils Roth, Malte Ollenschlager, Alzhraa A. Ibrahim, Hamid Moradi, Robert Richer, Ann-Kristin Seifer, Matthias Zurl, Raul C. Simpetru, Liv Herzer, Dominik Prossel, Felix Kluge, Bjoern M. Eskofier

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Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization by Luca Palmerini, Luca Reggi, Tecla Bonci, Silvia Del Din, M. Encarna Micó-Amigo, Francesca Salis, Stefano Bertuletti, Marco Caruso, Andrea Cereatti, Eran Gazit, Anisoara Paraschiv-Ionescu, Abolfazl Soltani, Felix Kluge, Arne Küderle, Martin Ullrich, Cameron Kirk, Hugo Hiden, Ilaria D’Ascanio, Clint Hansen, Lynn Rochester, Claudia Mazzà, Lorenzo Chiari

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Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device by Cameron Kirk, Arne Küderle, M. Encarna Micó-Amigo, Tecla Bonci, Anisoara Paraschiv-Ionescu, Martin Ullrich, Abolfazl Soltani, Eran Gazit, Francesca Salis, Lisa Alcock, Kamiar Aminian, Clemens Becker, Stefano Bertuletti, Philip Brown, Ellen Buckley, Alma Cantu, Anne-Elie Carsin, Marco Caruso, Brian Caulfield, Andrea Cereatti, Lorenzo Chiari, Ilaria D’Ascanio, Judith Garcia-Aymerich, Clint Hansen, Jeffrey M. Hausdorff, Hugo Hiden, Emily Hume, Alison Keogh, Felix Kluge, Sarah Koch, Walter Maetzler, Dimitrios Megaritis, Arne Mueller, Martijn Niessen, Luca Palmerini, Lars Schwickert, Kirsty Scott, Basil Sharrack, Henrik Sillén, David Singleton, Beatrix Vereijken, Ioannis Vogiatzis, Alison J. Yarnall, Lynn Rochester, Claudia Mazzà, Bjoern M. Eskofier, Silvia Del Din, Mobilise-D consortium

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Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium by M. Encarna Micó-Amigo, Tecla Bonci, Anisoara Paraschiv-Ionescu, Martin Ullrich, Cameron Kirk, Abolfazl Soltani, Arne Küderle, Eran Gazit, Francesca Salis, Lisa Alcock, Kamiar Aminian, Clemens Becker, Stefano Bertuletti, Philip Brown, Ellen Buckley, Alma Cantu, Anne-Elie Carsin, Marco Caruso, Brian Caulfield, Andrea Cereatti, Lorenzo Chiari, Ilaria D’Ascanio, Bjoern Eskofier, Sara Fernstad, Marcel Froehlich, Judith Garcia-Aymerich, Clint Hansen, Jeffrey M. Hausdorff, Hugo Hiden, Emily Hume, Alison Keogh, Felix Kluge, Sarah Koch, Walter Maetzler, Dimitrios Megaritis, Arne Mueller, Martijn Niessen, Luca Palmerini, Lars Schwickert, Kirsty Scott, Basil Sharrack, Henrik Sillén, David Singleton, Beatrix Vereijken, Ioannis Vogiatzis, Alison J. Yarnall, Lynn Rochester, Claudia Mazzà, Silvia Del Din, for the Mobilise-D consortium

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Technical validation of real-world monitoring of gait: a multicentric observational study by Sarah Koch, Clint Hansen, Walter Maetzler, Anne-Elie Carsin, Kristin Taraldsen, Kamiar Aminian, Clemens Becker, Lorenzo Chiari, Anisoara Paraschiv-Ionescu, Jorunn L Helbostad, Beatrix Vereijken, Lynn Rochester, Philip Brown, Judith Garcia Aymerich, David Singleton, Basil Sharrack, Brian Caulfield, Ellen Buckley, Claudia Mazza, Nikolaos Chynkiamis, Felix Kluge, M Encarna Micó-Amigo, Francesca Salis, Lars Schwickert, Kirsty Scott, Ioannis Vogiatzis, Alison Yarnall, Alison Keogh, Silvia Del Din, Björn Eskofier, Lisa Alcock, Stefano Bertuletti, Tecla Bonci, Marina Brozgol, Marco Caruso, Andrea Cereatti, Fabio Ciravegna, Jordi Evers, Eran Gazit, Jeffrey M Hausdorff, Hugo Hiden, Emily Hume, Neil Ireson, Cameron Kirk, Arne Küderle, Vitaveska Lanfranchi, Arne Mueller, Isabel Neatrour, Martijn Niessen, Luca Palmerini, Lucas Pluimgraaff, Luca Reggi, Henrik Sillen, Abolfazi Soltani, Martin Ullrich, Linda Van Gelder, Elke Warmerdam

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Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases by Robbin Romijnders, Robbin Romijnders, Francesca Salis, Clint Hansen, Arne Küderle, Anisoara Paraschiv-Ionescu, Andrea Cereatti, Lisa Alcock, Kamiar Aminian, Clemens Becker, Stefano Bertuletti, Tecla Bonci, Tecla Bonci, Philip Brown, Ellen Buckley, Ellen Buckley, Alma Cantu, Anne-Elie Carsin, Anne-Elie Carsin, Anne-Elie Carsin, Marco Caruso, Brian Caulfield, Brian Caulfield, Lorenzo Chiari, Lorenzo Chiari, Ilaria D'Ascanio, Silvia Del Din, Silvia Del Din, Björn Eskofier, Sara Johansson Fernstad, Marceli Stanislaw Fröhlich, Judith Garcia Aymerich, Judith Garcia Aymerich, Judith Garcia Aymerich, Eran Gazit, Jeffrey M. Hausdorff, Jeffrey M. Hausdorff, Hugo Hiden, Emily Hume, Alison Keogh, Alison Keogh, Cameron Kirk, Felix Kluge, Felix Kluge, Sarah Koch, Sarah Koch, Sarah Koch, Claudia Mazzà, Claudia Mazzà, Dimitrios Megaritis, Encarna Micó-Amigo, Arne Müller, Luca Palmerini, Luca Palmerini, Lynn Rochester, Lynn Rochester, Lars Schwickert, Kirsty Scott, Kirsty Scott, Basil Sharrack, David Singleton, David Singleton, Abolfazl Soltani, Abolfazl Soltani, Martin Ullrich, Beatrix Vereijken, Ioannis Vogiatzis, Alison Yarnall, Alison Yarnall, Gerhard Schmidt, Walter Maetzler

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