Accurate Automated Quantification of Dopamine Transporter PET Without MRI Using Deep Learning-based Spatial Normalization.
Seung Kwan KangDaewoon KimSeong A ShinYu Kyeong KimHongyoon ChoiJae Sung LeePublished in: Nuclear medicine and molecular imaging (2024)
F-FP-CIT brain PET images without MRI support. This approach holds promise for evaluating presynaptic dopaminergic function in PD and related parkinsonian disorders.
Keyphrases
- deep learning
- contrast enhanced
- magnetic resonance imaging
- computed tomography
- convolutional neural network
- positron emission tomography
- artificial intelligence
- pet ct
- machine learning
- diffusion weighted imaging
- pet imaging
- big data
- white matter
- high resolution
- uric acid
- resting state
- multiple sclerosis
- drug induced