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Dr.-Ing. Ilg, Winfried
Senior Scientist
Contact
4.534
Section for Computational Sensomotorics
Department of Cognitive Neurology
Hertie Institute for Clinical Brain Research
Centre for Integrative Neuroscience
University Clinic Tübingen
Otfried-Müller-Str. 25
72076 Tübingen, Germany
+497071 2989125
Research Interests:
- Quantitative movement analysis in neurological movement disorders and pre-clinical diagnosis
- Functional role of the cerebellum for the control and adaptation of movements
- Adaptation of complex whole-body movements
- Motor learning strategies in motor rehabilitation
- Algorithms for the representation of spatio-temporal movement characteristics
- Interactions between sensorimotor control and biomechanics
Projects
- RELEVANCE: How body relevance drives brain organization
- Modeling of human robot interaction and use of humanoid robots for rehabilitation training
- Online Controllable Models of Complex Body Movements for Biomedical Applications
- SSTeP KiZ: smart sensor technology in tele-psychotherapy for children and adolescents with obsessive-compulsive disorder
- Detecting and Quantifying Ataxia-Related Motor Impairments in Rodents Using Markerless Motion Tracking With Deep Neural Networks
Selected Publications
Ilg, W., Lassmann, C. & Haeufle, D (2023). Neuro-muscular modeling predicts subtle gait changes in early spastic paraplegia . International Symposium on Posture and Gait Research, JULY 9 – 13, BRISBANE, AUSTRALIA.
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Seemann, J., Ilg, W., Giese, M. & Matthis Synofzik, (2023). Context-sensitive longitudinal analysis of real-life walking reveals one-year change in degenerative cerebellar disease . International Symposium on Posture and Gait Research, JULY 9 – 13, BRISBANE, AUSTRALIA.
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Ilg, W., Seemann, J., Sarvestan, J., Din, S. D., Synofzik, M. & Alcock, L (2023). Inertial sensors on the feet, rather than lumbar sensor only, increase sensitivity of spatio- temporal gait measures to longitudinal progression in ataxia. . International Symposium on Posture and Gait Research, JULY 9 – 13, BRISBANE, AUSTRALIA.
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Seemann, J., Loris, T., Weber, L., Giese, M. & Ilg, W (2023). Can machine learning techniques reduce the number of inertial sensors in real life gait analysis? . International Symposium on Posture and Gait Research, JULY 9 – 13, BRISBANE, AUSTRALIA.
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Seemann, J., Traschütz, A., Ilg, W. & Ilg, W. (2023). 4‐Aminopyridine improves real‐life gait performance in SCA27B on a single‐subject level: a prospective n‐of‐1 treatment experience. Journal of Neurology (published online 13 July 2023).
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Seemann, J., Loris, T., Weber, L., Synofzik, M., Giese, M. A. & Ilg, W. (2023). One Hip Wonder: 1D-CNNs Reduce Sensor Requirements for Everyday Gait Analysis. ICANN 2023.
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Lang, J., Giese, M. A., Ilg, W. & Otte, S. (2023). Generating Sparse Counterfactual Explanations For Multivariate Time Series. ICANN 2023.
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Laßmann, C., Ilg, W., Rattay, T. W., Schöls, L., Giese, M. A. & Haeufle, D. F. (2023). Dysfunctional neuro-muscular mechanisms explain gradual gait changes in prodromal spastic paraplegia. Journal of NeuroEngineering and Rehabilitation. Jul 15;20(1):90.
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Laßmann, C., Ilg, W., Rattay, T. W., Schöls, L., Giese, M. A. & Haeufle, D. (2022). Dysfunctional neuro-muscular1 mechanisms explain gradual gait2 changes in prodromal spastic3 paraplegia. medRxiv 2022.
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Laßmann, C., Ilg, W., Schneider, M., Völker, M., Haeufle, D., Schüle, R. et al. (2022). Specific gait changes in prodromal hereditary spastic paraplegia type 4 - preSPG4 study. Movement Disorders 2022.
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Lang, J., Giese, M. A., Synofzik, M., Ilg, W. & Otte, S. (2021). Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification.. - ICANN 2021 30th International Conference on Artificial Neural Networks.
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Gomes, C. A., Steiner, K. M., Ludolph, N., Spisak, T., Ernst, T. M., Mueller, O. et al. (2021). Resection of cerebellar tumours causes widespread and functionally relevant white matter impairments. Hum Brain Mapp. Online ahead of print..
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Ilg, W., Seemann, J., Giese, M. A., Traschütz, A., Schöls, L., Timmann, D. et al. (2020). Real-life gait assessment in degenerative cerebellar ataxia: Towards ecologically valid biomarkers. Neurology, 95(9):e119-e210.
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Lang, J., Haas, E., -Schmid, J. H., Anderson, C. J., Pulst, S. M., Giese, M. A. et al. (2020). Detecting and quantifying ataxia-related motor impairments in rodents using markerless motion tracking with deep neural networks. 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'20) to be held at the Palais des congrès de Montréal, Montréal, Québec, Canada July 20-24, 2020.
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Ilg, W., Seemann, J. & Synofzik, M (2019). Unravelling quantitative measures of free-living ataxic gait in cerebellar patients using wearable sensors. In: International Symposium on Posture and Gait Research Edinburgh: 2019, P1-Q-139, 192 .
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Sperber, C., Christensen, A., Ilg, W., Giese, M. A. & Karnath, H.-O. (2018). Apraxia of object-related action does not depend on visual feedback. Cortex, 99:103-117.
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Ludolph, N., Pölger, J., Giese, M. A. & Ilg, W. (2017). Motor expertise facilitates the precision of state extrapolation in perception. In PLoS ONE 12 (11), e0187666.
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Ludolph, N., Giese, M. A. & Ilg, W. (2017). Interacting Learning Processes during Skill Acquisition. Learning to control with gradually changing system dynamics. In Scientific reports, 7(1), 325.
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Müller, B., Ilg, W., Giese, M. A. & Ludolph, N. (2017). Validation of Enhanced Kinect Sensor based Motion Capturing for Gait Assessment. PLoS ONE, 12(4), e0175813.
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Schatton, C., Synofzik, M., Fleszar, Z., Giese, M. A., Schöls, L. & Ilg, W. (2017). Individualized exergame training improves postural control in advanced degenerative spinocerebellar ataxia: a rater-blinded, intra-individually controlled trial. Parkinsonism and Related Disorders, 39(80-84).
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Christensen, A., Giese, M. A., Sultan, F., Mueller, O. M., Goericke, S. L., Ilg, W. et al. (2014). An intact action-perception coupling depends on the integrity of the cerebellum. Journal of Neuroscience, 34(19), 6707-16.
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Ilg, W., Christensen, A., Mueller, O. M., Goericke, S. L., Giese, M. A. & Timmann, D. (2013). Effects of cerebellar lesions on working memory interacting with motor tasks of different complexities. Journal of Neurophysiology, 110(10).
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Ilg, W., Schatton, C., Giese, M. A., Schöls, L. & Synofzik, M. (2012). Video game-based coordinative training improves ataxia in children with degenerative ataxia. Neurology, 79(20), 2056-60.
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Christensen, A., Ilg, W. & Giese, M. A. (2011). Spatiotemporal Tuning of the Facilitation of Biological Motion Perception by Concurrent Motor Execution. Journal of Neuroscience, 31(9), 3493-3499.
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Ilg, W., Broetz, D., Burkard, S., Giese, M. A., Schöls, L. & Synofzik, M. (2010). Long-term effects of coordinative training in degenerative cerebellar disease. Movement disorders, 25(14), 2239-2246.
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Ilg, W., Synofzik, M., Broetz, D., Burkard, S., Giese, M. A. & Schöls, L. (2009). Intensive coordinative training improves motor performance in degenerative disease. Neurology 2009, 73, 1823-1830.
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Ilg, W., Giese, M. A., Gizewski, E. R., Schoch, B. & Timmann, D. (2008). The influence of focal lesions of the cerebellum on the control and adaptation of gait. Brain, 131(Pt. 11), 2913-27.
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Ilg, W., Röhrig, R., Thier, P. & Giese, M. A. (2007). Learning-based methods for the analysis of intra-limb coordination and adaptation of locomotor patterns in cerebellar patients. IEEE 10th International Conference on Rehabilitation Robotics, 13-15 June, Noordwijk, The Netherlands, pages: 1090-1095.
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Ilg, W., Golla, H., Thier, P. & Giese, M. A. (2007). Specific influences of cerebellar dysfunctions on gait. Brain, 130, 786-798.
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