Open-source navigation system for tracking dissociated parts with multi-registration

Mancino, A. V.; Milano, F. E.; Risk, M. R.; Ritacco, L. E.

artículo de publicación periódica.page.titleprefix
Open-source navigation system for tracking dissociated parts with multi-registration

dc.contributor.author	Mancino, A. V.
dc.contributor.author	Milano, F. E.
dc.contributor.author	Risk, M. R.
dc.contributor.author	Ritacco, L. E.
dc.date.accessioned	2024-05-07T16:59:46Z
dc.date.available	2024-05-07T16:59:46Z
dc.date.issued	2021
dc.description.abstract	Purpose: During reconstructive surgery, knee and hip replacements, and orthognathic surgery, small misalignments in the pose of prosthesis and bones can lead to severe complications. Hence, the translational and angular accuracies are critical. However, traditional image-based surgical navigation lacks orientation data between structures, and imageless systems are unsuitable for cases of deformed anatomy. We introduce an open-source navigation system using a multiple registrations approach that can track instruments, implants, and bones to precisely guide the surgeon in emulating a preoperative plan. Methods: We derived the analytical error of our method and designed a set of phantom experiments to measure its precision and accuracy. Additionally, we trained two classification models to predict the system reliability from fiducial points and surface matching registration data. Finally, to demonstrate the procedure feasibility, we conducted a complete workflow for a real clinical case of a patient with fibrous dysplasia and anatomical misalignment of the right femur using plastic bones. Results: The system is able to track the dissociated fragments of the clinical case and averages alignment errors in the anatomical phantoms of 1.08 ± 0.68mm and 1.49 ± 1.19°. While the fiducial-points registration showed satisfactory results given enough points and covered volume, we acknowledge that the surface refinement step is mandatory when attempting surface matching registrations. Conclusion: We believe that our device could bring significant advantages for the personalized treatment of complex surgical cases and that its multi-registration attribute is convenient for intraoperative registration loosening cases.
dc.identifier.uri	https://ri.itba.edu.ar/handle/123456789/4461
dc.language.iso	en
dc.subject	CIRUGÍA RECONSTRUCTIVA
dc.subject	SISTEMA DE NAVEGACIÓN DE CÓDIGO ABIERTO
dc.subject	CIRUGÍAS
dc.subject	ALINEAMIENTO DE HUESOS
dc.subject	TRACKEO DE MOVIMIENTO
dc.subject	ANÁLISIS DE ERROR
dc.subject	NAVEGACIÓN
dc.title	Open-source navigation system for tracking dissociated parts with multi-registration
dc.type	Artículo de Publicación Periódica
dspace.entity.type	Artículo de Publicación Periódica
itba.description.filiation	Fil: Mancino, A. V. Instituto Tecnológico de Buenos Aires, Argentina; CONICET, Argentina; Instituto de Medicina Traslacional e Ingeniería Biomédica, Argentina y Hospital Italiano de Buenos Aires, Argentina.
itba.description.filiation	Fil: Milano, F. E. Instituto Tecnológico de Buenos Aires, Argentina y CONICET, Argentina.
itba.description.filiation	Fil: Risk, M. R. CONICET, Argentina y Instituto de Medicina Traslacional e Ingeniería Biomédica, Argentina.
itba.description.filiation	Fil: Ritacco, L. E. CONICET, Argentina; Instituto de Medicina Traslacional e Ingeniería Biomédica, Argentina y Hospital Italiano de Buenos Aires, Argentina.