Detection of periodontal bone loss patterns and furcation defects from panoramic radiographs using deep learning algorithm: a retrospective study

• Main Authors: Sevda Kurt-Bayrakdar (Author), İbrahim Şevki Bayrakdar (Author), Muhammet Burak Yavuz (Author), Nichal Sali (Author), Özer Çelik (Author), Oğuz Köse (Author), Bilge Cansu Uzun Saylan (Author), Batuhan Kuleli (Author), Rohan Jagtap (Author), Kaan Orhan (Author)
• Format: Book
• Published: BMC, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background This retrospective study aimed to develop a deep learning algorithm for the interpretation of panoramic radiographs and to examine the performance of this algorithm in the detection of periodontal bone losses and bone loss patterns. Methods A total of 1121 panoramic radiographs w...