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This paper presents the development, testing, and initial study of a sensor-embedded loose garment designed for motion analysis using conductive ink. Sensors were strategically placed across key areas of the T-shirt to capture comprehensive motion data from the torso. Positioned on the chest, shoulders, ribcage, and lower torso, these sensors detect detailed movements. The study evaluates various sensor combinations with four classifiers\u2014XGBoost, RandomForest, SVM, and K-Nearest Neighbors\u2014using data from ten sensor locations analyzed with three holdout methods (20\u201380%, 30\u201370%, and 50\u201350%). Results underscore the impact of specific sensor placements, with combinations on the shoulder, ribcage, and abdomen yielding the highest accuracy. This work advances textile-based motion recognition, showing the potential for wearable technology to distinguish among eight movements in a loose garment.<\/jats:p>","DOI":"10.1038\/s44172-026-00675-8","type":"journal-article","created":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T10:03:35Z","timestamp":1778061815000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Optimized sensor-embedded loose garment for accurate motion detection"],"prefix":"10.1038","volume":"5","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1831-0202","authenticated-orcid":false,"given":"Mohamed","family":"Elgendi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tomasz","family":"Raczy\u0144ski","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4562-8603","authenticated-orcid":false,"given":"Alexander","family":"Shokurov","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel","family":"Janczak","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ma\u0142gorzata","family":"Jakubowska","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2309-9977","authenticated-orcid":false,"given":"Carlo","family":"Menon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,5,6]]},"reference":[{"key":"675_CR1","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1038\/s41569-021-00522-7","volume":"18","author":"K Bayoumy","year":"2021","unstructured":"Bayoumy, K. et al. 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