Machine Learning Models in the Detection of MB2 Canal Orifice in CBCT Images Article Swipe
Shishir Shetty
,
Meliz Yuvalı
,
İlker Özşahin
,
Saad W. Albayatti
,
Sangeetha Narasimhan
,
Mohammed Amjed Alsaegh
,
Hiba Al-Daghestani
,
Raghavendra Shetty
,
Renita Castelino
,
Leena R. David
,
Dilber Uzun Ozsahin
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1016/j.identj.2025.02.025
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1016/j.identj.2025.02.025
The success rates (AUC, precision, recall) of ML algorithms in the detection of MB2 were remarkable in our study. It was also observed that when the target variable was specified, significant success rates such as 86.8% in precision and 92.5% in recall were achieved. The present study showed promising results in the ML-based detection of MB2 canal using axial CBCT slices.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.identj.2025.02.025
- OA Status
- gold
- Cited By
- 3
- References
- 58
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4408913708
All OpenAlex metadata
Raw OpenAlex JSON
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https://openalex.org/W4408913708Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1016/j.identj.2025.02.025Digital Object Identifier
- Title
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Machine Learning Models in the Detection of MB2 Canal Orifice in CBCT ImagesWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2025Year of publication
- Publication date
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2025-03-27Full publication date if available
- Authors
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Shishir Shetty, Meliz Yuvalı, İlker Özşahin, Saad W. Albayatti, Sangeetha Narasimhan, Mohammed Amjed Alsaegh, Hiba Al-Daghestani, Raghavendra Shetty, Renita Castelino, Leena R. David, Dilber Uzun OzsahinList of authors in order
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https://doi.org/10.1016/j.identj.2025.02.025Publisher landing page
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YesWhether a free full text is available
- OA status
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goldOpen access status per OpenAlex
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https://doi.org/10.1016/j.identj.2025.02.025Direct OA link when available
- Concepts
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Body orifice, Computer science, Artificial intelligence, Medicine, Computer vision, AnatomyTop concepts (fields/topics) attached by OpenAlex
- Cited by
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3Total citation count in OpenAlex
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2025: 3Per-year citation counts (last 5 years)
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58Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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