1.Mandible bone mineral density estimation using spectral panoramic X-ray imaging
Villeseveri SOMERKIVI ; Thorsten SELLERER ; Daniel BERTHE ; York HAEMISCH ; Tuomas PANTSAR ; Henrik LOHMAN ; Touko KAASALAINEN ; Franz PFEIFFER
Imaging Science in Dentistry 2025;55(1):56-64
Purpose:
This study demonstrated the feasibility of obtaining mandible bone mineral density (BMD) scores using spectral panoramic imaging.
Materials and Methods:
Areal BMD scores were measured from the body and angle of the mandible in 3 anthropomorphic head phantoms using a spectral panoramic system (Planmeca Promax Mid, Planmeca Oy, Helsinki, Finland) equipped with a DC-Vela detector (Varex Imaging Corporation, Salt Lake City, USA). These results were compared to synthetic panoramic images generated from dual-energy CT acquisitions. Reproducibility was evaluated by repeatedly scanning 1 phantom with minor patient positioning errors, and the linearity of the BMD scores was assessed using calcium inserts in a Gammex 472 phantom (Sun Nuclear, Melbourne, USA).
Results:
The experimental and synthetic panoramic images appeared visually similar. The mean synthetic score was 0.640 g/cm2 , and the anthropomorphic phantoms produced a root mean squared error of 0.0292 g/cm2 with a correlationcoefficient of 0.969. Typical patient positioning errors did not substantially increase the error, which measured 0.0296g/cm2 and 0.0474 g/cm2 for the left and right sides, respectively. Linearity tests using the Gammex phantom yielded a correlation coefficient of 0.998 for BMD scores ranging from 0.03 to 2.7 g/cm2 .
Conclusion
The BMD data obtained from spectral panoramic imaging are consistent with both dual-energy CT and Gammex phantom measurements. Consequently, spectral panoramic imaging shows potential as a method for osteoporosis screening, leveraging the widespread use of panoramic imaging.
2.Effect of a prototype 2-dimensional antiscatter grid on image quality obtained with a dental cone-beam computed tomography scanner
Boyuan LI ; Villeseveri SOMERKIVI ; Farhang BAYAT ; Carolyn HUYNH ; Cem ALTUNBAS
Imaging Science in Dentistry 2025;55(1):37-47
Purpose:
X-ray scattering adversely affects cone-beam computed tomography (CBCT) image quality, generating image artifacts, causing inaccurate tissue density representation, and reducing contrast. This study evaluated the performance of a 2-dimensional antiscatter grid (2D grid) prototype in a dental CBCT system.
Materials and Methods:
A focused 2D grid prototype was fabricated from tungsten and integrated with the detector of a dental CBCT system. Residual scatter transmitted through the 2D grid was corrected using a measurement-based scatter correction method. Phantom imaging experiments were performed in anatomical regions relevant to dentaland head imaging with and without this grid. Following image reconstruction via filtered back projection, attenuation coefficients were converted to Hounsfield units (HU). Subsequently, scatter suppression performance, HU consistency, image artifacts, and contrast resolution were evaluated.
Results:
The 2D grid reduced scatter intensity by a factor of 10-20 in CBCT projections. Consequently, the grid substantially increased contrast, reduced image artifacts, and improved HU consistency. The contrast increased by 27% and 48% in bone- and soft tissue-equivalent regions, respectively. HU value deviations among teeth decreasedfrom 510 to 146 HU. These results indicate improved visualization and tissue density representation fidelity in CBCTimages acquired with the 2D grid.
Conclusion
Use of a 2D grid could substantially improve the accuracy of tissue density representation and the contrast of dental and head anatomy in 3-dimensional images obtained with dental CBCT. Such improvements may translate to better quantitative evaluation of bone quality, enhanced tissue visualization, and more accurate model generation for surgical planning and guidance.
3.Mandible bone mineral density estimation using spectral panoramic X-ray imaging
Villeseveri SOMERKIVI ; Thorsten SELLERER ; Daniel BERTHE ; York HAEMISCH ; Tuomas PANTSAR ; Henrik LOHMAN ; Touko KAASALAINEN ; Franz PFEIFFER
Imaging Science in Dentistry 2025;55(1):56-64
Purpose:
This study demonstrated the feasibility of obtaining mandible bone mineral density (BMD) scores using spectral panoramic imaging.
Materials and Methods:
Areal BMD scores were measured from the body and angle of the mandible in 3 anthropomorphic head phantoms using a spectral panoramic system (Planmeca Promax Mid, Planmeca Oy, Helsinki, Finland) equipped with a DC-Vela detector (Varex Imaging Corporation, Salt Lake City, USA). These results were compared to synthetic panoramic images generated from dual-energy CT acquisitions. Reproducibility was evaluated by repeatedly scanning 1 phantom with minor patient positioning errors, and the linearity of the BMD scores was assessed using calcium inserts in a Gammex 472 phantom (Sun Nuclear, Melbourne, USA).
Results:
The experimental and synthetic panoramic images appeared visually similar. The mean synthetic score was 0.640 g/cm2 , and the anthropomorphic phantoms produced a root mean squared error of 0.0292 g/cm2 with a correlationcoefficient of 0.969. Typical patient positioning errors did not substantially increase the error, which measured 0.0296g/cm2 and 0.0474 g/cm2 for the left and right sides, respectively. Linearity tests using the Gammex phantom yielded a correlation coefficient of 0.998 for BMD scores ranging from 0.03 to 2.7 g/cm2 .
Conclusion
The BMD data obtained from spectral panoramic imaging are consistent with both dual-energy CT and Gammex phantom measurements. Consequently, spectral panoramic imaging shows potential as a method for osteoporosis screening, leveraging the widespread use of panoramic imaging.
4.Effect of a prototype 2-dimensional antiscatter grid on image quality obtained with a dental cone-beam computed tomography scanner
Boyuan LI ; Villeseveri SOMERKIVI ; Farhang BAYAT ; Carolyn HUYNH ; Cem ALTUNBAS
Imaging Science in Dentistry 2025;55(1):37-47
Purpose:
X-ray scattering adversely affects cone-beam computed tomography (CBCT) image quality, generating image artifacts, causing inaccurate tissue density representation, and reducing contrast. This study evaluated the performance of a 2-dimensional antiscatter grid (2D grid) prototype in a dental CBCT system.
Materials and Methods:
A focused 2D grid prototype was fabricated from tungsten and integrated with the detector of a dental CBCT system. Residual scatter transmitted through the 2D grid was corrected using a measurement-based scatter correction method. Phantom imaging experiments were performed in anatomical regions relevant to dentaland head imaging with and without this grid. Following image reconstruction via filtered back projection, attenuation coefficients were converted to Hounsfield units (HU). Subsequently, scatter suppression performance, HU consistency, image artifacts, and contrast resolution were evaluated.
Results:
The 2D grid reduced scatter intensity by a factor of 10-20 in CBCT projections. Consequently, the grid substantially increased contrast, reduced image artifacts, and improved HU consistency. The contrast increased by 27% and 48% in bone- and soft tissue-equivalent regions, respectively. HU value deviations among teeth decreasedfrom 510 to 146 HU. These results indicate improved visualization and tissue density representation fidelity in CBCTimages acquired with the 2D grid.
Conclusion
Use of a 2D grid could substantially improve the accuracy of tissue density representation and the contrast of dental and head anatomy in 3-dimensional images obtained with dental CBCT. Such improvements may translate to better quantitative evaluation of bone quality, enhanced tissue visualization, and more accurate model generation for surgical planning and guidance.
5.Mandible bone mineral density estimation using spectral panoramic X-ray imaging
Villeseveri SOMERKIVI ; Thorsten SELLERER ; Daniel BERTHE ; York HAEMISCH ; Tuomas PANTSAR ; Henrik LOHMAN ; Touko KAASALAINEN ; Franz PFEIFFER
Imaging Science in Dentistry 2025;55(1):56-64
Purpose:
This study demonstrated the feasibility of obtaining mandible bone mineral density (BMD) scores using spectral panoramic imaging.
Materials and Methods:
Areal BMD scores were measured from the body and angle of the mandible in 3 anthropomorphic head phantoms using a spectral panoramic system (Planmeca Promax Mid, Planmeca Oy, Helsinki, Finland) equipped with a DC-Vela detector (Varex Imaging Corporation, Salt Lake City, USA). These results were compared to synthetic panoramic images generated from dual-energy CT acquisitions. Reproducibility was evaluated by repeatedly scanning 1 phantom with minor patient positioning errors, and the linearity of the BMD scores was assessed using calcium inserts in a Gammex 472 phantom (Sun Nuclear, Melbourne, USA).
Results:
The experimental and synthetic panoramic images appeared visually similar. The mean synthetic score was 0.640 g/cm2 , and the anthropomorphic phantoms produced a root mean squared error of 0.0292 g/cm2 with a correlationcoefficient of 0.969. Typical patient positioning errors did not substantially increase the error, which measured 0.0296g/cm2 and 0.0474 g/cm2 for the left and right sides, respectively. Linearity tests using the Gammex phantom yielded a correlation coefficient of 0.998 for BMD scores ranging from 0.03 to 2.7 g/cm2 .
Conclusion
The BMD data obtained from spectral panoramic imaging are consistent with both dual-energy CT and Gammex phantom measurements. Consequently, spectral panoramic imaging shows potential as a method for osteoporosis screening, leveraging the widespread use of panoramic imaging.
6.Effect of a prototype 2-dimensional antiscatter grid on image quality obtained with a dental cone-beam computed tomography scanner
Boyuan LI ; Villeseveri SOMERKIVI ; Farhang BAYAT ; Carolyn HUYNH ; Cem ALTUNBAS
Imaging Science in Dentistry 2025;55(1):37-47
Purpose:
X-ray scattering adversely affects cone-beam computed tomography (CBCT) image quality, generating image artifacts, causing inaccurate tissue density representation, and reducing contrast. This study evaluated the performance of a 2-dimensional antiscatter grid (2D grid) prototype in a dental CBCT system.
Materials and Methods:
A focused 2D grid prototype was fabricated from tungsten and integrated with the detector of a dental CBCT system. Residual scatter transmitted through the 2D grid was corrected using a measurement-based scatter correction method. Phantom imaging experiments were performed in anatomical regions relevant to dentaland head imaging with and without this grid. Following image reconstruction via filtered back projection, attenuation coefficients were converted to Hounsfield units (HU). Subsequently, scatter suppression performance, HU consistency, image artifacts, and contrast resolution were evaluated.
Results:
The 2D grid reduced scatter intensity by a factor of 10-20 in CBCT projections. Consequently, the grid substantially increased contrast, reduced image artifacts, and improved HU consistency. The contrast increased by 27% and 48% in bone- and soft tissue-equivalent regions, respectively. HU value deviations among teeth decreasedfrom 510 to 146 HU. These results indicate improved visualization and tissue density representation fidelity in CBCTimages acquired with the 2D grid.
Conclusion
Use of a 2D grid could substantially improve the accuracy of tissue density representation and the contrast of dental and head anatomy in 3-dimensional images obtained with dental CBCT. Such improvements may translate to better quantitative evaluation of bone quality, enhanced tissue visualization, and more accurate model generation for surgical planning and guidance.

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