Deep learning algorithms for detecting fractured instruments in root canals

Authors: Ekin Deniz Çatmabacak, İrem Çetinkaya

Source: BMC Oral Health, Vol 25, Iss 1, Pp 1-9 (2025)

Subject Terms: Fractured Endodontic instruments, Periapical Radiography, Deep learning, DenseNet 201, Dentistry, RK1-715

File Description: electronic resource

Relation: https://doaj.org/toc/1472-6831

Access URL: https://doaj.org/article/f21f26ede8744352bd46de0a9b1234d3

Detection of Fractured Endodontic Instruments in Periapical Radiographs: A Comparative Study of YOLOv8 and Mask R-CNN

Authors: İrem Çetinkaya, Ekin Deniz Çatmabacak, Emir Öztürk

Source: Diagnostics, Vol 15, Iss 6, p 653 (2025)

Subject Terms: fractured endodontic instruments, root canal therapy, YOLOv8, Mask R-CNN, Artificial Intelligence, periapical radiography, Medicine (General), R5-920

File Description: electronic resource

Relation: https://www.mdpi.com/2075-4418/15/6/653; https://doaj.org/toc/2075-4418

Access URL: https://doaj.org/article/59ab1d1d8a324c6ca5218ca58cedd445