Purpose: Additive manufacturing played a keyrole in investigating the precision of a recently-developed device that measures the elastic characteristics of the trabecular bone by simulating the application of loads on a virtual biopsy obtained from radiographic images of the proximal epiphyses in the patient’s hand fingers. The simulation results are combined in a Bone Structure Index (BSI), which has shown to be able to detect trabecular bone alterations due to osteoporosis or other pathological situations. In order to obtain a large number of measurements without having voluntary patients undergo unnecessary radiations, the precision assessment tests were carried out on a 3D-printed phantom hand, in which different mimicked trabecular structures (chips) were inserted. Each mimicked bone had a unique internal structure and density and was 3D-printed using radiopaque composite materials. Methods: 15 different chips were additively manufactured; 20 measurements were performed on each chip. BSI and BSI_T-score precision values were computed according to ISO 5725 and ISCD standards. Results: For all the chips, no relationship was found between the mean m_j and standard deviation s_j of the measurements in each chip. The range of the 95% confidence interval (CI) was computed assuming the repeatability standard deviation s_r as the known standard deviation of the measurement method (average of s_j values): 〖CI〗_BSI=±8.14, corresponding to 〖CI〗_Tscore=±0.36. Least Significant Change was evaluated as well: 〖LSC〗_BSI=13.1, corresponding to 〖LSC〗_Tscore=0.58. Conclusion: The 95% confidence intervals are small when compared to the commonly-accepted diagnostic values, where a patient is classified as osteoporotic if T-score < -2.5, non-osteoporotic if T-score > -1 and osteopoenic if -2.5 < T-score < -1. The LSC results are in line with the requirements for the gold-standard osteoporosis diagnostic systems. Additive manufacturing made it possible to avoid irradiation of humans in this precision assessment.

3D-printing for the precision assessment of a new medical device

Francesca COSMI
;
Alberto DAL MASO;
2022-01-01

Abstract

Purpose: Additive manufacturing played a keyrole in investigating the precision of a recently-developed device that measures the elastic characteristics of the trabecular bone by simulating the application of loads on a virtual biopsy obtained from radiographic images of the proximal epiphyses in the patient’s hand fingers. The simulation results are combined in a Bone Structure Index (BSI), which has shown to be able to detect trabecular bone alterations due to osteoporosis or other pathological situations. In order to obtain a large number of measurements without having voluntary patients undergo unnecessary radiations, the precision assessment tests were carried out on a 3D-printed phantom hand, in which different mimicked trabecular structures (chips) were inserted. Each mimicked bone had a unique internal structure and density and was 3D-printed using radiopaque composite materials. Methods: 15 different chips were additively manufactured; 20 measurements were performed on each chip. BSI and BSI_T-score precision values were computed according to ISO 5725 and ISCD standards. Results: For all the chips, no relationship was found between the mean m_j and standard deviation s_j of the measurements in each chip. The range of the 95% confidence interval (CI) was computed assuming the repeatability standard deviation s_r as the known standard deviation of the measurement method (average of s_j values): 〖CI〗_BSI=±8.14, corresponding to 〖CI〗_Tscore=±0.36. Least Significant Change was evaluated as well: 〖LSC〗_BSI=13.1, corresponding to 〖LSC〗_Tscore=0.58. Conclusion: The 95% confidence intervals are small when compared to the commonly-accepted diagnostic values, where a patient is classified as osteoporotic if T-score < -2.5, non-osteoporotic if T-score > -1 and osteopoenic if -2.5 < T-score < -1. The LSC results are in line with the requirements for the gold-standard osteoporosis diagnostic systems. Additive manufacturing made it possible to avoid irradiation of humans in this precision assessment.
2022
23-set-2021
Pubblicato
https://journals.sagepub.com/doi/10.1177/09544062211003623
File in questo prodotto:
File Dimensione Formato  
Pime c repeatibility.pdf

Accesso chiuso

Tipologia: Documento in Versione Editoriale
Licenza: Copyright Editore
Dimensione 981.4 kB
Formato Adobe PDF
981.4 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
Pime+c+repeatibility-Post_print.pdf

accesso aperto

Tipologia: Bozza finale post-referaggio (post-print)
Licenza: Digital Rights Management non definito
Dimensione 1.56 MB
Formato Adobe PDF
1.56 MB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11368/2996373
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 2
  • ???jsp.display-item.citation.isi??? 1
social impact