[{"language":[{"iso":"eng"}],"editor":[{"last_name":"Kuhl","full_name":"Kuhl, Ulrike ","first_name":"Ulrike "}],"_id":"5050","year":"2024","date_updated":"2026-03-17T15:29:12Z","publisher":"DataNinja sAIOnARA Conference","doi":"10.11576/DATANINJA-1168","status":"public","conference":{"location":"Bielefeld","name":"DataNinja sAIOnARA 2024 Conference","start_date":"2024-06-25","end_date":"2024-06-27"},"citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Grimmelsmann, Nils</span> ; <span style=\"font-variant:small-caps;\">Mechtenberg, Malte</span> ; <span style=\"font-variant:small-caps;\">Vieth, Markus</span> ; <span style=\"font-variant:small-caps;\">Hammer, Barbara</span> ; <span style=\"font-variant:small-caps;\">Schneider, Axel</span>: Prediction of Intermuscular Co-contraction Based on the sEMG of Only One Muscle With the Same Biomechanical Direction of Action. In: <span style=\"font-variant:small-caps;\">Kuhl, U.</span> (Hrsg.): <i>Shaping Trustworthy AI: Opportunities, Innovation, and Achievements for Reliable Approaches</i> : DataNinja sAIOnARA Conference, 2024","apa":"Grimmelsmann, N., Mechtenberg, M., Vieth, M., Hammer, B., &#38; Schneider, A. (2024). Prediction of Intermuscular Co-contraction Based on the sEMG of Only One Muscle With the Same Biomechanical Direction of Action. In U. Kuhl (Ed.), <i>Shaping Trustworthy AI: Opportunities, Innovation, and Achievements for Reliable Approaches</i>. Bielefeld: DataNinja sAIOnARA Conference. <a href=\"https://doi.org/10.11576/DATANINJA-1168\">https://doi.org/10.11576/DATANINJA-1168</a>","bibtex":"@inproceedings{Grimmelsmann_Mechtenberg_Vieth_Hammer_Schneider_2024, title={Prediction of Intermuscular Co-contraction Based on the sEMG of Only One Muscle With the Same Biomechanical Direction of Action}, DOI={<a href=\"https://doi.org/10.11576/DATANINJA-1168\">10.11576/DATANINJA-1168</a>}, booktitle={Shaping Trustworthy AI: Opportunities, Innovation, and Achievements for Reliable Approaches}, publisher={DataNinja sAIOnARA Conference}, author={Grimmelsmann, Nils and Mechtenberg, Malte and Vieth, Markus and Hammer, Barbara and Schneider, Axel}, editor={Kuhl, Ulrike Editor}, year={2024} }","ieee":"N. Grimmelsmann, M. Mechtenberg, M. Vieth, B. Hammer, and A. 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DataNinja sAIOnARA Conference, 2024. <a href=\"https://doi.org/10.11576/DATANINJA-1168\">https://doi.org/10.11576/DATANINJA-1168</a>."},"author":[{"last_name":"Grimmelsmann","orcid":"0000-0002-4864-4978","full_name":"Grimmelsmann, Nils","first_name":"Nils","id":"214493","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-4864-4978/work/169755559"},{"orcid":"0000-0002-8958-0931","full_name":"Mechtenberg, Malte","last_name":"Mechtenberg","first_name":"Malte","id":"218573","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-8958-0931/work/169755560"},{"first_name":"Markus","last_name":"Vieth","full_name":"Vieth, Markus"},{"first_name":"Barbara","full_name":"Hammer, Barbara","last_name":"Hammer"},{"orcid":"0000-0002-6632-3473","full_name":"Schneider, Axel","last_name":"Schneider","first_name":"Axel","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0002-6632-3473/work/169755561","id":"213480"}],"publication":"Shaping Trustworthy AI: Opportunities, Innovation, and Achievements for Reliable Approaches","publication_status":"published","user_id":"213480","project":[{"name":"Institut für Systemdynamik und Mechatronik","_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b"},{"_id":"72dfeb62-b436-11ed-9513-f39505d26204","name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie"}],"type":"conference","date_created":"2024-10-17T11:17:54Z","title":"Prediction of Intermuscular Co-contraction Based on the sEMG of Only One Muscle With the Same Biomechanical Direction of Action","quality_controlled":"1"},{"language":[{"iso":"eng"}],"_id":"4832","year":"2024","date_updated":"2026-03-17T15:29:07Z","publisher":"Schriftenreihe des Institute for Data Science Solutions","page":"6-8","doi":" 10.60802/SIDAS.2024.1","intvolume":"         1","status":"public","conference":{"start_date":"2023-11-30","end_date":"2023-11-30","name":"Kongress KI@HSBI2023 Solutions im Fokus","location":"Bielefeld"},"citation":{"chicago":"Grimmelsmann, Nils, Malte Mechtenberg, and Axel Schneider. “Predicting the Extent of Co-Activation of One Muscle Head by SEMG-Measurements from the Other Muscle Head of the Biceps Brachii Using Linear Regression and Shallow Feedforward Neural Networks.” In <i>Nr. 1 (2024): Kongress KI@HSBI2023 Solutions Im Fokus -Posterbeiträge-</i>, edited by iDaS Institute for Data Science Solutions of HSBI and Hochschule Bielefeld, 1:6–8. 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Schneider, “Predicting the Extent of Co-Activation of One Muscle Head by sEMG-Measurements from the Other Muscle Head of the Biceps Brachii Using Linear Regression and Shallow Feedforward Neural Networks,” in <i>Nr. 1 (2024): Kongress KI@HSBI2023 Solutions im Fokus -Posterbeiträge-</i>, Bielefeld, 2024, vol. 1, no. 2024, pp. 6–8.","apa":"Grimmelsmann, N., Mechtenberg, M., &#38; Schneider, A. (2024). Predicting the Extent of Co-Activation of One Muscle Head by sEMG-Measurements from the Other Muscle Head of the Biceps Brachii Using Linear Regression and Shallow Feedforward Neural Networks. In iDaS Institute for Data Science Solutions of HSBI &#38; Hochschule Bielefeld (Eds.), <i>Nr. 1 (2024): Kongress KI@HSBI2023 Solutions im Fokus -Posterbeiträge-</i> (Vol. 1, pp. 6–8). 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In: <span style=\"font-variant:small-caps;\">iDaS Institute for Data Science Solutions of HSBI</span> ; <span style=\"font-variant:small-caps;\">Hochschule Bielefeld</span> (Hrsg.): <i>Nr. 1 (2024): Kongress KI@HSBI2023 Solutions im Fokus -Posterbeiträge-</i>. Bd. 1. 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Comparative Study of a Parameter Tuned Bioinspired Binaural Sound Source Localization Algorithm and a Standard Beamformer. In: iDas - Institute for Data Science Solutions of HSBI, Hochschule Bielefeld, eds. <i>Kongress KI@HSBI2023 Solutions Im Fokus - Posterbeiträge</i>. Bielefeld: iDas - Institute for Data Science Solutions of HSBI; 2024:16-17. doi:<a href=\"https://doi.org/10.60802/sidas.2024.1\">https://doi.org/10.60802/sidas.2024.1</a>","chicago":"Jünemann, Philipp, Axel Schneider, Joachim Waßmuth, and Malte Mechtenberg. “Comparative Study of a Parameter Tuned Bioinspired Binaural Sound Source Localization Algorithm and a Standard Beamformer.” In <i>Kongress KI@HSBI2023 Solutions Im Fokus - Posterbeiträge</i>, edited by iDas - Institute for Data Science Solutions of HSBI and Hochschule Bielefeld, 16–17. Bielefeld: iDas - Institute for Data Science Solutions of HSBI, 2024. <a href=\"https://doi.org/10.60802/sidas.2024.1\">https://doi.org/10.60802/sidas.2024.1</a>.","short":"P. 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G., &#38; Schneider, A. (2022). <i>2-D ultrasound videos of the distal biceps brachii myotendinous junction displacement over varying elbow angles and tendon loads</i>. 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