The application of deep learning on CBCT in dentistry

W Fan, J Zhang, N Wang, J Li, L Hu - Diagnostics, 2023 - mdpi.com
Cone beam computed tomography (CBCT) has become an essential tool in modern
dentistry, allowing dentists to analyze the relationship between teeth and the surrounding …

From bench to bedside–current clinical and translational challenges in fibula free flap reconstruction

H Baecher, CC Hoch, S Knoedler, BJ Maheta… - Frontiers in …, 2023 - frontiersin.org
Fibula free flaps (FFF) represent a working horse for different reconstructive scenarios in
facial surgery. While FFF were initially established for mandible reconstruction …

Reproducibility analysis of automated deep learning based localisation of mandibular canals on a temporal CBCT dataset

J Järnstedt, J Sahlsten, J Jaskari, K Kaski… - Scientific Reports, 2023 - nature.com
Preoperative radiological identification of mandibular canals is essential for maxillofacial
surgery. This study demonstrates the reproducibility of a deep learning system (DLS) by …

An overview of artificial intelligence based applications for assisting digital data acquisition and implant planning procedures

M Revilla‐León, M Gómez‐Polo, I Sailer… - Journal of Esthetic …, 2024 - Wiley Online Library
Objectives To provide an overview of the current artificial intelligence (AI) based applications
for assisting digital data acquisition and implant planning procedures. Overview A review of …

Towards clinically applicable automated mandibular canal segmentation on CBCT

FD Ni, ZN Xu, MQ Liu, MJ Zhang, S Li, HL Bai, P Ding… - Journal of Dentistry, 2024 - Elsevier
Objectives To develop a deep learning-based system for precise, robust, and fully
automated segmentation of the mandibular canal on cone beam computed tomography …

Deep Learning for Mandibular Canal Segmentation in Digital Dental Radiographs: A Systematic Literature Review

MF Naufal, C Fatichah, ER Astuti, RH Putra - IEEE Access, 2024 - ieeexplore.ieee.org
Several recent studies in dentistry and maxillofacial imaging have concentrated on the
Mandibular Canal (MC) segmentation in digital dental radiographs. In this research domain …

SISTR: Sinus and Inferior alveolar nerve Segmentation with Targeted Refinement on Cone Beam Computed Tomography images

L Misrachi, E Covili, H Mayard, C Alaka, J Rousseau… - medRxiv, 2024 - medrxiv.org
Background Accurate delineation of the maxillary sinus and inferior alveolar nerve (IAN) is
crucial in dental implantology to prevent surgical complications. Manual segmentation from …

Avanços na odontologia: o papel da inteligência artificial em diagnósticos precisos

CAM Domingues, MEDR Ribeiro… - … A LAS CIENCIAS …, 2024 - ojs.revistacontribuciones.com
A integração da Inteligência Artificial (IA) na odontologia, especialmente por meio de Redes
Neurais (RNs), tem revolucionado a prática odontológica. Estudos recentes revelam …

Automatic Segmentation of Mandibular Canal based on Deep Learning in Panoramic Radiographs

모에 - 2024 - s-space.snu.ac.kr
Objective: Accurate localization of mandibular canals that surround the inferior alveolar
nerve plays a major and essential role in dental surgical procedures to avoid nerve injury …

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Ö ins Feuer - dzw.de
KI-basierte automatisierte Planungen bieten auch 3-D-Programme für implantologische,
orthodontische und restaurative Oralmedizin. Prof. Dr. Falk Schwendicke (Berlin) betonte …