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Updated: Dec 10, 2025

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
Published on: August 16, 2020
Diagnostic performance of whole-body SPECT/CT in bone metastasis detection using 99mTc-labelled diphosphate: a
M M Alqahtani1, R Fulton2, C Constable3
1Discipline of Medical Imaging Science and Brain and Mind Centre, Faculty of Medicine and Health, The University of Sydney, New South Wales, 2006, Australia; Department of Radiology and Medical Imaging, Faculty of Applied Medical Sciences, Najran University, Saudi Arabia.
Aim:
To evaluate the diagnostic performance of whole-body (WB) integrated single photon emission tomography (SPECT)/computed tomography (CT) in detecting bone metastasis (BM) and to investigate whether WB-SPECT/CT offered any additional benefit value compared to planar bone scintigraphy (PBS) with 99mTc-hydroxy-methylene diphosphonate or 99mTc methylene diphosphonate.
Materials And Methods:
Medline, EMBASE, SCOPUS, Web of Science, and CINAHL were searched systematically up to 28 August 2019. All studies using histopathological analysis and/or follow-up imaging and clinical data as the reference standard were eligible for inclusion.
Results:
Eleven studies (1,611 patients) were analysed. Based on patient analysis, the sensitivity, specificity, and area under the curve (AUC) of WB-SPECT/CT were 92% (92% confidence interval [CI], 89-95%), 95% (95% CI, 94-96%), and 0.9835, respectively, in the case of negative equivocal findings for BM, and 94% (95% CI, 91-96%), 94% (95% CI, 92-95%), and 0.9790, respectively, when regarded positive. On a lesion basis, these parameters were 91% (95% CI, 89-94%), 96% (95% CI, 94-97%), and 0.9906, respectively, in the case negative equivocal findings, and 92% (95% CI, 89-94%), 95% (95% CI, 94-97%), and 0.9898, respectively, when regarded positive. Comparing 1,265 patients from eight studies, higher sensitivity (92% versus 74%, p=0.04) and specificity for WB-SPECT/CT against PBS (93% versus 80%, p=0.01) in the case of positive equivocal findings; however, when regarded negative, WB-SPECT/CT demonstrated higher sensitivity (91% versus 70%, p=0.01), but no significant difference was apparent in specificity (94% versus 89%, p=0.07).
Conclusion:
Compared to PBS, WB-SPECT/CT had superior diagnostic accuracy in BM detection and exhibited a more reliable performance with less equivocal results.
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