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Artificial Intelligence Segmentation Errors in Implant Planning Software Programs: An Overview

delete2025-10-07
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PRE
AI
G
Ghida Lawand *
L
Luiz Gonzaga
J
Julien Issa
M
Marta Revilla‐León
H
Hani Tohmé
A
A. Saleh
W
William Martin
DOI:10.1111/cid.70095delete
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Abstract

Abstract

En 中文
Static computer-assisted implant surgery (s-CAIS) utilizes 3D imaging data to guide implant placement with high precision. Accurate segmentation of CBCT and intraoral scan data is crucial to creating reliable anatomical models. While AI-driven segmentation has emerged as a promising solution to reduce manual workload, its performance is hindered by technical and algorithmic limitations.

Journal

Clinical Implant Dentistry and Related Research cover
Clinical Implant Dentistry and Related Research
IF:
4
Papers:
2.0K
Citations:
5.9K

Organization

U
University of Florida
Scholars:
4.0W
Papers: 3.1W
Citations: 6.6W
S
Saint Joseph University of Beirut
Scholars:
161
Papers: 64
Citations: 0
U
University of Washington
Scholars:
8.0W
Papers: 7.0W
Citations: 12.5W
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Cited Papers

Cited Papers

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A Comprehensive Review on Artificial Intelligence-Driven Preprocessing, Segmentation, and Classification Techniques for Precision Furcation Analysis in Radiographic Images
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IF0
err2024-07-30
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PREAI
errMamta Juneja; Naveen Aggarwal; Sumindar Kaur Saini; Sahil Pathak; Maninder Kaur; Manojkumar Jaiswal
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The need for uncertainty quantification in machine-assisted medical decision making
err2019-01-07
err235
PREAI
errBegoli, Edmon; Bhattacharya, Tanmoy; Kusnezov, Dimitri
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Deep learning-based fully automatic segmentation of the maxillary sinus on cone-beam computed tomographic images
err2022-08-17
err23
errOAAI
errChoi, Hanseung; Jeon, Kug Jin; Kim, Young Hyun; Ha, Eun-Gyu; Lee, Chena; Han, Sang-Sun
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3D Multi-Modality Medical Imaging: Combining Anatomical and Infrared Thermal Images for 3D Reconstruction
errSENSORS
IF3.5
err2023-02-01
err25
errOAAI
errde Souza, Mauren Abreu; Alka Cordeiro, Daoana Carolaine; de Oliveira, Jonathan; Antunes de Oliveira, Mateus Ferro; Bonafini, Beatriz Leandro
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Accuracy of artificial intelligence‐based segmentation of the mandibular canal in CBCT
err2024-06-07
err0
PREAI
errPanagiotis Ntovas; Laurent Marchand; Matthew Finkelman; Marta Revilla‐León; Wael Att
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