CERMEP-IDB-MRXFDG: a database of 37 normal adult human brain [18F]FDG PET, T1 and FLAIR MRI, and CT images available for research.
Inés MéridaJulien JungSandrine BouvardDidier Le BarsSophie LancelotFranck LavenneCaroline BouillotJérôme RedoutéAlexander HammersNicolas CostesPublished in: EJNMMI research (2021)
We present a database of cerebral PET FDG and anatomical MRI for 37 normal adult human subjects (CERMEP-IDB-MRXFDG). Thirty-nine participants underwent static [18F]FDG PET/CT and MRI, resulting in [18F]FDG PET, T1 MPRAGE MRI, FLAIR MRI, and CT images. Two participants were excluded after visual quality control. We describe the acquisition parameters, the image processing pipeline and provide participants' individual demographics (mean age 38 ± 11.5 years, range 23-65, 20 women). Volumetric analysis of the 37 T1 MRIs showed results in line with the literature. A leave-one-out assessment of the 37 FDG images using Statistical Parametric Mapping (SPM) yielded a low number of false positives after exclusion of artefacts. The database is stored in three different formats, following the BIDS common specification: (1) DICOM (data not processed), (2) NIFTI (multimodal images coregistered to PET subject space), (3) NIFTI normalized (images normalized to MNI space). Bona fide researchers can request access to the database via a short form.
Keyphrases
- positron emission tomography
- contrast enhanced
- pet ct
- computed tomography
- pet imaging
- deep learning
- magnetic resonance imaging
- convolutional neural network
- diffusion weighted imaging
- optical coherence tomography
- quality control
- magnetic resonance
- adverse drug
- systematic review
- endothelial cells
- dual energy
- subarachnoid hemorrhage
- high resolution
- artificial intelligence
- skeletal muscle
- type diabetes
- chronic pain
- induced pluripotent stem cells
- finite element