A Comparative Study of Convolutional Neural Network Architectures for Estimating the Depth of Vein Structures in Near-Infrared Transillumination Imaging
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3633201
Abstract: Near-infrared transillumination imaging offers a non-invasive, radiation-free approach for visualizing subcutaneous vascular structures. However, its utility is hindered by light scattering and the challenges of extracting accurate depth information. This study investigated deep learning models… read more here.
Keywords: transillumination imaging; transillumination; estimating depth; infrared transillumination ... See more keywords
Caries Detection with Near-Infrared Transillumination Using Deep Learning
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Dental Research"
DOI: 10.1177/0022034519871884
Abstract: Dental caries is the most prevalent chronic condition worldwide. Early detection can significantly improve treatment outcomes and reduce the need for invasive procedures. Recently, near-infrared transillumination (TI) imaging has been shown to be effective for… read more here.
Keywords: detection; infrared transillumination; near infrared; deep learning ... See more keywords
Near-Infrared Transillumination for Occlusal Carious Lesion Detection: A Retrospective Reliability Study
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DOI: 10.3390/diagnostics13010036
Abstract: The aim of this study was to assess the reliability of three diagnostic methods (near-infrared transillumination (NIRT), bitewing radiographs (BW), and clinical images (CI)) to detect occlusal carious lesions in a low caries risk population.… read more here.
Keywords: occlusal carious; near infrared; reliability; infrared transillumination ... See more keywords
Accuracy of high definition near infrared transillumination camera in detection of hidden proximal caries
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Clinical and Experimental Dentistry"
DOI: 10.4317/jced.59413
Abstract: Background Early caries detection became mandatory in modern dentistry. However, the traditional methods in caries detection had many limitations. Hence,a novel approach based on Near Infrared technology was introduced to overcome such limitations. Material and… read more here.
Keywords: detection hidden; near infrared; hidden proximal; infrared transillumination ... See more keywords