Published July 5, 2023
| Version v1
Dataset
Open
GAN, PCA, and Statistical Shape Models for the Creation of Synthetic Craniosynostosis Distance Maps
Authors/Creators
- 1. Institute of Biomedical Engineering, Karlsruhe Institute of Technology
- 2. Department of Oral, Dental and Maxillofacial Diseases, Heidelberg University Hospital
- 3. Institute of Medical Informatics, Heidelberg University Hospital
Description
This dataset is part of the publication "Classification of Craniosynostosis Trained Only On Synthetic Data Using GANs, PCA, and Statistical Shape Models".
dataset28.zip includes 2D distance maps constructed of surface scans of craniosynostosis patients: sagittal suture fusion (scaphocephaly), metopic suture fusion (trigonocephaly), coronal suture fusion (brachycephaly and anterior plagiocephaly), and a control model (normocephaly and positional plagiocephaly).
synthetic_1000.zip contains are random 1000 samples per class created from each individual synthetic data source (GAN, PCA, statistical shape model).
This repository contains only the images. To synthesize your own data, please use the github repository.
Files
dataset28.zip
Files
(8.3 MB)
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