A review on machine learning in 3D printing: applications, potential, and challenges
Additive manufacturing (AM) or 3D printing is growing rapidly in the manufacturing industry
and has gained a lot of attention from various fields owing to its ability to fabricate parts with …
and has gained a lot of attention from various fields owing to its ability to fabricate parts with …
A review on functionally graded materials and structures via additive manufacturing: from multi‐scale design to versatile functional properties
Y Li, Z Feng, L Hao, L Huang, C Xin… - Advanced Materials …, 2020 - Wiley Online Library
Functionally graded materials (FGMs) and functionally graded structures (FGSs) are special
types of advanced composites with peculiar features and advantages. This article reviews …
types of advanced composites with peculiar features and advantages. This article reviews …
Additive manufacturing of material scaffolds for bone regeneration: toward application in the clinics
C Garot, G Bettega, C Picart - Advanced functional materials, 2021 - Wiley Online Library
Additive manufacturing (AM) allows the fabrication of customized bone scaffolds in terms of
shape, pore size, material type, and mechanical properties. Combined with the possibility to …
shape, pore size, material type, and mechanical properties. Combined with the possibility to …
Multiclass CBCT image segmentation for orthodontics with deep learning
H Wang, J Minnema, KJ Batenburg… - Journal of dental …, 2021 - journals.sagepub.com
Accurate segmentation of the jaw (ie, mandible and maxilla) and the teeth in cone beam
computed tomography (CBCT) scans is essential for orthodontic diagnosis and treatment …
computed tomography (CBCT) scans is essential for orthodontic diagnosis and treatment …
Bone segmentation on whole-body CT using convolutional neural network with novel data augmentation techniques
Background The purpose of this study was to develop and evaluate an algorithm for bone
segmentation on whole-body CT using a convolutional neural network (CNN). Methods …
segmentation on whole-body CT using a convolutional neural network (CNN). Methods …
CT image segmentation of bone for medical additive manufacturing using a convolutional neural network
Background The most tedious and time-consuming task in medical additive manufacturing
(AM) is image segmentation. The aim of the present study was to develop and train a …
(AM) is image segmentation. The aim of the present study was to develop and train a …
Accuracy and precision of mandible segmentation and its clinical implications: virtual reality, desktop screen and artificial intelligence
Objective 3D modeling is a major challenge in computer-assisted surgery (CAS). Manual
segmentation, as the gold standard, is tedious, time consuming, and particularly challenging …
segmentation, as the gold standard, is tedious, time consuming, and particularly challenging …
A review on the application of deep learning for CT reconstruction, bone segmentation and surgical planning in oral and maxillofacial surgery
J Minnema, A Ernst, M van Eijnatten… - Dentomaxillofacial …, 2022 - academic.oup.com
Computer-assisted surgery (CAS) allows clinicians to personalize treatments and surgical
interventions and has therefore become an increasingly popular treatment modality in …
interventions and has therefore become an increasingly popular treatment modality in …
Segmentation of dental cone‐beam CT scans affected by metal artifacts using a mixed‐scale dense convolutional neural network
Purpose In order to attain anatomical models, surgical guides and implants for computer‐
assisted surgery, accurate segmentation of bony structures in cone‐beam computed …
assisted surgery, accurate segmentation of bony structures in cone‐beam computed …
3D Bioprinting tissue analogs: Current development and translational implications
S Liu, L Cheng, Y Liu, H Zhang… - Journal of Tissue …, 2023 - journals.sagepub.com
Three-dimensional (3D) bioprinting is a promising and rapidly evolving technology in the
field of additive manufacturing. It enables the fabrication of living cellular constructs with …
field of additive manufacturing. It enables the fabrication of living cellular constructs with …