2D-to-3D: a review for computational 3D image reconstruction from X-ray images

P Maken, A Gupta - Archives of Computational Methods in Engineering, 2023 - Springer
In the clinical research, three-dimensional/volumetric anatomical structure of the human
body is very significant for diagnosis, computer-aided surgery, surgical planning, patient …

Review of 2-D/3-D reconstruction using statistical shape and intensity models and X-ray image synthesis: Toward a unified framework

CJF Reyneke, M Lüthi, V Burdin… - IEEE reviews in …, 2018 - ieeexplore.ieee.org
Patient-specific three-dimensional (3-D) bone models are useful for a number of clinical
applications such as surgery planning, postoperative evaluation, as well as implant and …

Toward automated 3D spine reconstruction from biplanar radiographs using CNN for statistical spine model fitting

B Aubert, C Vazquez, T Cresson… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
To date, 3D spine reconstruction from biplanar radiographs involves intensive user
supervision and semi-automated methods that are time-consuming and not effective in …

Three-dimensional morphology study of surgical adolescent idiopathic scoliosis patient from encoded geometric models

W Thong, S Parent, J Wu, CE Aubin, H Labelle… - European Spine …, 2016 - Springer
Purpose The classification of three-dimensional (3D) spinal deformities remains an open
question in adolescent idiopathic scoliosis. Recent studies have investigated pattern …

Three-dimensional reconstruction of the lower limb from biplanar calibrated radiographs

S Quijano, A Serrurier, B Aubert, S Laporte… - Medical engineering & …, 2013 - Elsevier
Abstract Three-dimensional (3D) reconstruction of lower limbs is essential for surgical
planning and clinical outcome evaluation. 3D reconstruction from biplanar calibrated …

TRCT-GAN: CT reconstruction from biplane X-rays using transformer and generative adversarial networks

Y Wang, ZL Sun, Z Zeng, KM Lam - Digital Signal Processing, 2023 - Elsevier
Computed tomography (CT) provides a three-dimensional view of a patient's internal
organs. Compared to CT volumes, X-ray imaging can significantly reduce the patient's …

Nerf-us: Removing ultrasound imaging artifacts from neural radiance fields in the wild

R Dagli, A Hibi, RG Krishnan, PN Tyrrell - arXiv preprint arXiv:2408.10258, 2024 - arxiv.org
Current methods for performing 3D reconstruction and novel view synthesis (NVS) in
ultrasound imaging data often face severe artifacts when training NeRF-based approaches …

3d spine model reconstruction based on rgbd images of unclothed back surface

Y Liang, C Wang, Y Yu, Y Zhou, Y Zheng… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Most 3D spine reconstruction methods require X-ray images as input, which usually leads to
high cost and radiation damage. Therefore, these methods are hardly ever applied to large …

Classification of three-dimensional thoracic deformities in adolescent idiopathic scoliosis from a multivariate analysis

S Kadoury, H Labelle - European Spine Journal, 2012 - Springer
Purpose Understanding how to classify and quantify three-dimensional (3D) spinal
deformities remains an open question in adolescent idiopathic scoliosis. The objective of …

Quasi-automatic 3D reconstruction of the full spine from low-dose biplanar X-rays based on statistical inferences and image analysis

L Gajny, S Ebrahimi, C Vergari, E Angelini… - European Spine …, 2019 - Springer
Purpose To design a quasi-automated three-dimensional reconstruction method of the spine
from biplanar X-rays as the daily used method in clinical routine is based on manual …