Classification of negative and positive 18F-florbetapir brain PET studies in subjective cognitive decline patients using a convolutional neural network.
Bart Marius de VriesSandeep S V GollaJarith EbenauSander C J VerfaillieTessa TimmersFiona HeemanMatthijs C F CysouwBart N M van BerckelWiesje M van der FlierMaqsood YaqubRonald Boellaardnull nullPublished in: European journal of nuclear medicine and molecular imaging (2020)
The 2D-CNN algorithm can classify Aß negative and positive 18F-florbetapir PET scans with high performance in SCD patients.
Keyphrases
- cognitive decline
- end stage renal disease
- convolutional neural network
- computed tomography
- ejection fraction
- deep learning
- newly diagnosed
- chronic kidney disease
- machine learning
- prognostic factors
- magnetic resonance imaging
- multiple sclerosis
- patient reported outcomes
- magnetic resonance
- depressive symptoms
- patient reported
- blood brain barrier
- subarachnoid hemorrhage