Article

The Impact of AI on Metal Artifacts in CBCT Oral Cavity Imaging

2024-05-29

Abstract excerpt

<h4>Objective: </h4> This study aimed to assess the impact of artificial intelligence (AI)-driven noise reduction algorithms on metal artifacts and image quality parameters in cone-beam computed tomography (CBCT) images of the oral cavity. <h4>Materials and Methods:</h4> This retrospective study included 70 patients, 61 of whom were analyzed after excluding those with severe motion artifacts. CBCT scans, performed...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: a890fc1f-52f0-5a62-8357-41bdc7c2673e
DOI: 10.20944/preprints202405.1971.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

The Impact of AI on Metal Artifacts in CBCT Oral Cavity ImagingDOI 10.20944/preprints202405.1971.v1Read

Deep learning for detection and 3D segmentation of maxillofacial bone lesions in cone beam CTSemantic proximity Read

Effects of Dental Material-Induced Artifacts on Signal-to-Noise Ratio (SNR) and Contrast- to-Noise Ratio (CNR) in CBCT: An In Vitro StudySemantic proximity Read

Machine learning-based noise reduction for craniofacial bone segmentation in CT imagesSemantic proximity Read

Development and Clinical Validation of an Enhanced Deep Learning Model for Automated Segmentation and Implant Planning in Maxillary Edentulous Regions Using CBCT ImagesSemantic proximity Read

Automatic Segmentation of Ameloblastoma on CT Images using Deep Learning with Limited DataSemantic proximity Read

Construction of a new automatic grading system for jaw bone mineral density level based on deep learning using cone beam computed tomographySemantic proximity Read

Optimizing Dental Implant Identification using Deep Learning Leveraging Artificial DataSemantic proximity Read

Deep learning-assisted assessment of tooth ankylosis on CBCT - derived multi-view 2D images: a retrospective studySemantic proximity Read

AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical ApplicationsSemantic proximity Read

Artificial Intelligence in Detecting Temporomandibular Joint Osteoarthritis on OrthopantomogramSemantic proximity Read

Automated Mandibular Canal Segmentation on CBCT using Deep LearningSemantic proximity Read

Emerging Challenges of AI for Biomedical Image Analysis: A CBCT image noise reduction method based on cGANSemantic proximity Read