Article

A Dual-Discriminator GAN and Point-Cloud Based Model for 3D Facial Appearance Prediction After Edentulous Implant Rehabilitation

2025-12-05

Abstract excerpt

<h4>Background</h4> Loss of all natural teeth leads to the disappearance of dental and alveolar support, causing collapse of the mid- and lower-facial soft tissues, deepening of nasolabial folds, drooping of the oral commissures, and shortening of the lower facial third. Accurately predicting postoperative facial appearance after implant-supported rehabilitation is critical for aesthetic denture design and patien...

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Literature Corpus work: 5bc8a082-a35e-52e3-9097-a27937023b4c
DOI: 10.64898/2025.12.01.25341057

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