Deep learning for Alzheimer's disease: Mapping large-scale histological tau protein for neuroimaging biomarker validation.
Daniela UshizimaYuheng ChenMaryana AlegroDulce OvandoRana EserWingHung LeeKinson PoonAnubhav ShankarNamrata KantamneniShruti SatrawadaEdson Amaro JúniorHelmut HeinsenDuygu TosunLea T. GrinbergPublished in: NeuroImage (2022)
Keyphrases
- deep learning
- disease progression
- prostate cancer
- early diagnosis
- mass spectrometry data
- cross sectional
- mass spectrometry
- machine learning
- unsupervised learning
- unsupervised feature learning
- computer aided diagnosis
- breast cancer
- biomarker discovery
- deep architectures
- clinical trials
- weakly supervised
- gene expression data
- lung cancer
- high throughput
- protein protein interaction networks
- magnetic resonance images
- mr images
- pattern recognition
- clustering algorithm
- decision makers
- data sets
- decision support system