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Automated Classification of Maxillary Sinus Ostium Patency Using a ConvNeXt-Tiny + DeiT Gated MLP-Based Hybrid Deep Learning Model: A Retrospective CBCT Study

<b>Background/Objectives</b>: The patency and anatomical location of the maxillary sinus ostium are critical for preventing postoperative complications in dental implant planning and sinus lift surgeries in the posterior maxilla. Narrowing or obstruction of the ostium carries risks, including the de...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Furkan Talo, Nurullah Duger, Emre Aslan, Muhammed Yildirim, Mahmut Kaya, Ahmet Bedri Ozer, Tuba Talo Yildirim
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2026-05-01
Rangatū:Diagnostics
Ngā marau:
artificial intelligence
CNN
deep learning
ostium
ViT
Urunga tuihono:https://www.mdpi.com/2075-4418/16/10/1512
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