Preface
Radiology DataScience
Preface
Data Architecture
1
Database Concept
2
Data Lake House
3
Radiology Clinic Story
Files in Radiology
4
DICOM Basic
5
DICOM Tags
6
Pydicom
module
7
Pydicom
DICOM Tags
8
NIfTI Basic
9
MRML & MRB Basic
10
NRRD - Intro
11
PyNRRD
Radiomics
12
Radiomics Workflow
Pyradiomics
13
Pyradiomics Overview
14
Example of using the PyRadiomics toolbox in Python
15
Pyradiomics - Extract to DF
16
MRI Parameters
3D Slicer
17
Slicer - Intro
18
MRI field correction
19
3D Slicer: Segmentation
LLM
20
Report Data Extraction (RECIST v1.1)
Idea
21
Radiology Report Search
References
Table of contents
Preface
Radiology DataScience
Author
Kittipos Sirivongrungson
Published
February 25, 2025
Preface
Note
This is my notes on radiology data science