{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T03:55:32Z","timestamp":1761710132780,"version":"3.43.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686080","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T00:00:00Z","timestamp":1754524800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,7]]},"abstract":"<jats:p>Adolescent Idiopathic Scoliosis is a complex three-dimensional spinal deformity that typically develops between the ages of 10 and 18 years. If untreated, this condition can significantly impair a patient\u2019s quality of life and functional capabilities. Continuous monitoring is crucial due to the potential progressive nature of spinal curvature. This study introduces an innovative Mixed Reality approach to spine visualization using the HoloLens 2 head-mounted display. The primary objective was to develop an Artificial Intelligence-enhanced application capable of detecting a patient\u2019s back and identifying the Central Sacral Vertical Line to accurately overlay a virtual three-dimensional spine model onto the patient\u2019s actual anatomy. A standalone Mixed Reality application was developed to detect patients\u2019 backs and Central Sacral Vertical Line. While the prototype demonstrates proof-of-concept capabilities, the current implementation reveals limitations necessitating further hardware improvements for practical clinical application.<\/jats:p>","DOI":"10.3233\/shti250971","type":"book-chapter","created":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:36:49Z","timestamp":1754566609000},"source":"Crossref","is-referenced-by-count":1,"title":["Integrating Artificial Intelligence into Mixed Reality for Back Detection and Virtual 3D Spine Visualization on Scoliosis Patients"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-5638-5680","authenticated-orcid":false,"given":"Ferdinand","family":"Burkhardt","sequence":"first","affiliation":[{"name":"UniTyLab, Heilbronn University, Max-Planck-Str. 39, 74081 Heilbronn"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-7697-7397","authenticated-orcid":false,"given":"Joshua","family":"Hermann","sequence":"additional","affiliation":[{"name":"UniTyLab, Heilbronn University, Max-Planck-Str. 39, 74081 Heilbronn"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-2305-799X","authenticated-orcid":false,"given":"Sanjana","family":"Shivadathathri","sequence":"additional","affiliation":[{"name":"UniTyLab, Heilbronn University, Max-Planck-Str. 39, 74081 Heilbronn"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John P.","family":"Semakula","sequence":"additional","affiliation":[{"name":"UniTyLab, Heilbronn University, Max-Planck-Str. 39, 74081 Heilbronn"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sri Durga","family":"Sekar","sequence":"additional","affiliation":[{"name":"UniTyLab, Heilbronn University, Max-Planck-Str. 39, 74081 Heilbronn"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9550-7418","authenticated-orcid":false,"given":"Gerrit","family":"Meixner","sequence":"additional","affiliation":[{"name":"UniTyLab, Heilbronn University, Max-Planck-Str. 39, 74081 Heilbronn"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2025 \u2014 Healthcare Smart \u00d7 Medicine Deep"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI250971","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:36:49Z","timestamp":1754566609000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI250971"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,7]]},"ISBN":["9781643686080"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti250971","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,7]]}}}