A two-stage deep-learning model for determination of the contact of mandibular third molars with the mandibular canal on panoramic radiographs

A two-stage deep-learning model for determination of the contact of mandibular third molars with the mandibular canal on panoramic radiographs

Abstract Objectives This study aimed to assess the accuracy of a two-stage deep learning (DL) model for (1) detecting mandibular third molars (MTMs) and the mandibular canal (MC), and (2) classifying the anatomical relationship between these structures (contact/no contact) on panoramic radiographs....

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Main Authors: Parisa Soltani (Author), Fatemeh Sohrabniya (Author), Hossein Mohammad-Rahimi (Author), Mojdeh Mehdizadeh (Author), Seyed Mohammadreza Mousavi (Author), Amirhossein Moaddabi (Author), Seyed Mohammadmahdi Mousavi (Author), Gianrico Spagnuolo (Author), Amirmohammad Yavari (Author), Falk Schwendicke (Author)
Format: Book
Published: BMC, 2024-11-01T00:00:00Z.
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