LDCT Denoising and Dicom Viewer

Benny 2021.06.06

1 LDCT Denoise

1.1 Dataset

Low Dose CT Image and Projection Data(LDCT-and-Projection-data) in The Cancer Imaging Archive(TCIA).

1.2 Models

TS-Net
TS-DenseNet
RED-CNN_MSE
RED-CNN_SSIM

1.3 Image Preprocessing

Image_Preprocessing.ipynb

1.4 Example

1.5 GUI

Graphical User Interface

2 Dicom Viewer

2.1 Introduction

View CT images(*.dcm) and save images as other type.
Dicom Viewer v1.0.exe Download
Editable Files

2.2 Parameters

Matrix: [64, 2048]
Window Width: [1, 4096]
Window Level: [-1024, 3071]
Save Format: JPG, PNG and BMP.