Preface
Radiology DataScience
Preface
Data Architecture
1
Database Concept
2
Data Lake House
3
Radiology Clinic Story
CDM
4
CDM Overview
5
HL7 & FHIR
6
FHIR - Foundation
7
FHIR - DataType
CDM — Map
8
FHIR: ConceptMap
9
DICOM Modality to SNOMED CT Mapping
10
Map One -> One/Many
11
ConceptMap — Workflow
Files in Radiology
12
DICOM Basic
13
DICOM Tags
14
Explain DICOM Data Element
15
Pydicom
module
16
Pydicom
DICOM Tags
17
NIfTI Basic
18
MRML & MRB Basic
19
NRRD - Intro
20
PyNRRD
Radiomics
21
Radiomics Workflow
Pyradiomics
22
Pyradiomics Overview
23
Example of using the PyRadiomics toolbox in Python
24
Pyradiomics - Extract to DF
25
MRI Parameters
3D Slicer
26
Slicer - Intro
27
MRI field correction
28
3D Slicer: Segmentation
LLM
29
Report Data Extraction (RECIST v1.1)
Idea
30
Radiology Report Search
References
Table of contents
Preface
Radiology DataScience
Author
Kittipos Sirivongrungson
Published
July 18, 2025
Preface
Note
This is my notes on radiology data science
1
Database Concept