Sensor-based gait parameter extraction with deep convolutional neural networks J Hannink, T Kautz, CF Pasluosta, KG Gaßmann, J Klucken, BM Eskofier IEEE journal of biomedical and health informatics 21 (1), 85-93, 2016 | 188 | 2016 |
Activity recognition in beach volleyball using a Deep Convolutional Neural Network: Leveraging the potential of Deep Learning in sports T Kautz, BH Groh, J Hannink, U Jensen, H Strubberg, BM Eskofier Data Mining and Knowledge Discovery 31, 1678-1705, 2017 | 183 | 2017 |
Towards mobile gait analysis: concurrent validity and test-retest reliability of an inertial measurement system for the assessment of spatio-temporal gait parameters F Kluge, H Gaßner, J Hannink, C Pasluosta, J Klucken, BM Eskofier Sensors 17 (7), 1522, 2017 | 148 | 2017 |
Mobile stride length estimation with deep convolutional neural networks J Hannink, T Kautz, CF Pasluosta, J Barth, S Schülein, KG Gaßmann, ... IEEE journal of biomedical and health informatics 22 (2), 354-362, 2017 | 139 | 2017 |
NeuroSpeech: An open-source software for Parkinson's speech analysis JR Orozco-Arroyave, JC Vásquez-Correa, JF Vargas-Bonilla, R Arora, ... Digital Signal Processing 77, 207-221, 2018 | 135 | 2018 |
Segmentation of gait sequences in sensor-based movement analysis: a comparison of methods in Parkinson’s disease N Haji Ghassemi, J Hannink, CF Martindale, H Gaßner, M Müller, ... Sensors 18 (1), 145, 2018 | 101 | 2018 |
Crossing-preserving multi-scale vesselness J Hannink, R Duits, E Bekkers Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014 | 49 | 2014 |
Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson’s disease A Nguyen, N Roth, NH Ghassemi, J Hannink, T Seel, J Klucken, ... Journal of neuroengineering and rehabilitation 16, 1-14, 2019 | 42 | 2019 |
Benchmarking foot trajectory estimation methods for mobile gait analysis J Hannink, M Ollenschläger, F Kluge, N Roth, J Klucken, BM Eskofier Sensors 17 (9), 1940, 2017 | 40 | 2017 |
Multi-view representation learning via gcca for multimodal analysis of Parkinson's disease JC Vasquez-Correa, JR Orozco-Arroyave, R Arora, E Nöth, N Dehak, ... 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 40 | 2017 |
Detection of gait from continuous inertial sensor data using harmonic frequencies M Ullrich, A Küderle, J Hannink, S Del Din, H Gassner, F Marxreiter, ... IEEE Journal of Biomedical and Health Informatics 24 (7), 1869-1878, 2020 | 39 | 2020 |
Pre-operative sensor-based gait parameters predict functional outcome after total knee arthroplasty F Kluge, J Hannink, C Pasluosta, J Klucken, H Gaßner, K Gelse, ... Gait & Posture 66, 194-200, 2018 | 36 | 2018 |
Brain-inspired algorithms for retinal image analysis BM ter Haar Romeny, EJ Bekkers, J Zhang, S Abbasi-Sureshjani, ... Machine Vision and Applications 27, 1117-1135, 2016 | 36 | 2016 |
Locally adaptive frames in the roto-translation group and their applications in medical imaging R Duits, MHJ Janssen, J Hannink, GR Sanguinetti Journal of Mathematical Imaging and Vision 56, 367-402, 2016 | 34 | 2016 |
Turning analysis during standardized test using on-shoe wearable sensors in Parkinson’s disease N Haji Ghassemi, J Hannink, N Roth, H Gaßner, F Marxreiter, J Klucken, ... Sensors 19 (14), 3103, 2019 | 25 | 2019 |
Stride length estimation with deep learning J Hannink, T Kautz, CF Pasluosta, J Barth, S Schülein, KG Gaßmann, ... arXiv preprint arXiv:1609.03321, 2016 | 22 | 2016 |
Smart annotation tool for multi-sensor gait-based daily activity data CF Martindale, N Roth, J Hannink, S Sprager, BM Eskofier 2018 IEEE International Conference on Pervasive Computing and Communications …, 2018 | 20 | 2018 |
Acute neuromuscular adaptations in the postural control of patients with Parkinson’s disease after perturbed walking CF Pasluosta, S Steib, S Klamroth, H Gaßner, J Goßler, J Hannink, ... Frontiers in aging neuroscience 9, 316, 2017 | 14 | 2017 |
Predicting defibrillation success in out-of-hospital cardiac arrested patients: Moving beyond feature design MD Ivanović, J Hannink, M Ring, F Baronio, V Vukčević, L Hadžievski, ... Artificial Intelligence in Medicine 110, 101963, 2020 | 11 | 2020 |
Motor output complexity in Parkinson’s disease during quiet standing and walking: analysis of short-term correlations using the entropic half-life C Pasluosta, J Hannink, H Gaßner, V Von Tscharner, J Winkler, J Klucken, ... Human movement science 58, 185-194, 2018 | 11 | 2018 |