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Journal Articles
- 2023
[j13]Arne Küderle
, Robert Richer, Raul C. Sîmpetru, Bjoern M. Eskofier:
tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation. J. Open Source Softw. 8(82): 4953 (2023)- [j12]Ann-Kristin Seifer, Eva Dorschky, Arne Küderle, Hamid Moradi, Ronny Hannemann, Björn M. Eskofier:
EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors. Sensors 23(14): 6565 (2023) - [j11]Martin Ullrich, Nils Roth, Arne Küderle, Robert Richer, Till Gladow, Heiko Gaßner, Franz Marxreiter, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge:
Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data. IEEE J. Biomed. Health Informatics 27(1): 319-328 (2023) - 2022
- [j10]Arne Küderle, Nils Roth, Robert Richer, Bjoern M. Eskofier:
imucal - A Python library to calibrate 6 DOF IMUs. J. Open Source Softw. 7(74): 4338 (2022) - [j9]Malte Ollenschläger, Arne Küderle, Wolfgang A. Mehringer, Ann-Kristin Seifer, Jürgen Winkler, Heiko Gaßner, Felix Kluge, Bjoern M. Eskofier:
MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data. Sensors 22(15): 5849 (2022) - [j8]Rodolfo Stoffel Antunes, Cristiano André da Costa, Arne Küderle, Imrana Abdullahi Yari, Björn M. Eskofier:
Federated Learning for Healthcare: Systematic Review and Architecture Proposal. ACM Trans. Intell. Syst. Technol. 13(4): 54:1-54:23 (2022) - [j7]Nils Roth, Martin Ullrich, Arne Küderle, Till Gladow, Franz Marxreiter, Heiko Gassner, Felix Kluge, Jochen Klucken, Bjoern M. Eskofier:
Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson's Disease. IEEE J. Biomed. Health Informatics 26(9): 4733-4742 (2022) - 2021
- [j6]Robert Richer, Arne Küderle, Martin Ullrich, Nicolas Rohleder, Björn M. Eskofier:
BioPsyKit: A Python package for the analysis of biopsychological data. J. Open Source Softw. 6(66): 3702 (2021) - [j5]Nils Roth, Arne Küderle, Dominik Prossel, Heiko Gassner, Bjoern M. Eskofier, Felix Kluge:
An Inertial Sensor-Based Gait Analysis Pipeline for the Assessment of Real-World Stair Ambulation Parameters. Sensors 21(19): 6559 (2021) - [j4]Verena Jakob, Arne Küderle, Felix Kluge, Jochen Klucken, Bjoern M. Eskofier, Jürgen Winkler, Martin Winterholler, Heiko Gassner:
Validation of a Sensor-Based Gait Analysis System with a Gold-Standard Motion Capture System in Patients with Parkinson's Disease. Sensors 21(22): 7680 (2021) - 2020
- [j3]Jesus D. Ceron, Felix Kluge, Arne Küderle, Björn M. Eskofier, Diego M. López:
Simultaneous Indoor Pedestrian Localization and House Mapping Based on Inertial Measurement Unit and Bluetooth Low-Energy Beacon Data. Sensors 20(17): 4742 (2020) - [j2]Markus Zrenner, Arne Küderle, Nils Roth, Ulf Jensen, Burkhard Dümler, Björn M. Eskofier:
Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running? Sensors 20(19): 5705 (2020) - [j1]Martin Ullrich, Arne Küderle, Julius Hannink, Silvia Del Din, Heiko Gaßner, Franz Marxreiter, Jochen Klucken, Björn M. Eskofier, Felix Kluge:
Detection of Gait From Continuous Inertial Sensor Data Using Harmonic Frequencies. IEEE J. Biomed. Health Informatics 24(7): 1869-1878 (2020)
Conference and Workshop Papers
- 2023
- [c9]Linda Vorberg, Siri Pflueger, Robert Richer, Katharina M. Jäger, Arne Küderle, Nicolas Rohleder, Bjoern M. Eskofier:
Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning. BHI 2023: 1-4 - 2021
- [c8]Robert Richer, Arne Küderle, Jana Dörr, Nicolas Rohleder, Bjoern M. Eskofier:
Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement. BHI 2021: 1-4 - [c7]Nils Roth, Georg P. Wieland, Arne Küderle, Martin Ullrich, Till Gladow, Franz Marxreiter, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge:
Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments. EMBC 2021: 1932-1935 - [c6]Martin Ullrich, Arne Küderle, Luca Reggi, Andrea Cereatti, Bjoern M. Eskofier, Felix Kluge:
Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data. EMBC 2021: 5958-5961 - [c5]Johanna Happold, Robert Richer, Arne Küderle, Heiko Gaßner, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge:
Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors. EMBC 2021: 6987-6990 - 2020
- [c4]Stefan Fischer, Martin Ullrich, Arne Küderle, Heiko Gaßner, Jochen Klucken, Björn M. Eskofier, Felix Kluge:
Automatic clinical gait test detection from inertial sensor data. EMBC 2020: 789-792 - 2019
- [c3]Katharina Aholt, Christine F. Martindale, Arne Küderle, Heiko Gaßner, Till Gladow, Javier Rojo, Samanta Villanueva Mascato, Jochen Klucken, María Teresa Arredondo Waldmeyer, Björn M. Eskofier:
A Mobile Solution for Rhythmic Auditory Stimulation Gait Training. EMBC 2019: 309-312 - [c2]Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Philipp Klumpp, M. Strauss, Arne Küderle, Nils Roth, Sebastian P. Bayerl, Nicanor García-Ospina, Paula Andrea Pérez-Toro, L. Felipe Parra-Gallego, Cristian David Ríos-Urrego, Daniel Escobar-Grisales, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Elmar Nöth:
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease. INTERSPEECH 2019: 964-965 - [c1]Luca Abel, Robert Richer, Arne Küderle, Stefan Gradl, Björn M. Eskofier, Nicolas Rohleder:
Classification of Acute Stress-Induced Response Patterns. PervasiveHealth 2019: 366-370
Data and Artifacts
- 2022
- [d2]Arne Küderle, Nils Roth, Robert Richer, Bjoern M. Eskofier:
imucal - A Python library to calibrate 6 DOF IMUs. Zenodo, 2022
- [d1]Arne Küderle, Nils Roth, Robert Richer, Bjoern M. Eskofier:
imucal - A Python library to calibrate 6 DOF IMUs. Zenodo, 2022
Coauthor Index
aka: Bjoern M. Eskofier
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