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
OMOP
8
OMOP CDM SQL Files Explanation
CDM — Map
9
FHIR: ConceptMap
10
DICOM Modality to SNOMED CT Mapping
11
Map One -> One/Many
12
ConceptMap — Workflow
13
CDM map study, series, image
MI-CDM
14
MI-CDM Basic
Files in Radiology
15
DICOM Basic
16
DICOM Tags
17
Explain DICOM Data Element
18
Pydicom
module
19
Pydicom
DICOM Tags
20
NIfTI Basic
21
MRML & MRB Basic
22
NRRD - Intro
23
PyNRRD
Radiomics
24
Radiomics Workflow
Pyradiomics
25
Pyradiomics Overview
26
Example of using the PyRadiomics toolbox in Python
27
Pyradiomics - Extract to DF
28
MRI Parameters
3D Slicer
29
Slicer - Intro
30
MRI field correction
31
3D Slicer: Segmentation
LLM
32
Report Data Extraction (RECIST v1.1)
Idea
33
Radiology Report Search
References
Table of contents
Preface
Radiology DataScience
Author
Kittipos Sirivongrungson
Published
September 21, 2025
Preface
Note
This is my notes on radiology data science
1
Database Concept