Skip to main content

Table 2 DL methods for 3D reconstruction

From: Survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images

Reference

Contribution

DeepOrganNet [83]

Multiple meshes from a single view medical image

AlexNet [84]

Use of PReLU activation function

Jeyaraj and Nadar [85]

DCNN to improve medical image reconstruction and identify complex morphological regions

Shakarami et al. [86]

Improved AlexNet-SVM for feature extraction and classification

Xie et al. [87]

GoogLeNet based post processing steps to remove artifacts in sparse-view CT reconstruction

Islam et al. [88]

Using DCNN to classify 3D organ that is rotation and translation invariant

Ke et al. [89]

VGGNet trained model on Epileptic EEG classifier

Seol et al. [90]

ResNet50 based network for bone fracture diagnosis

Li and Shen [91]

3D Unet based Neuron reconstruction