Deep learning prediction of mild cognitive impairment conversion to Alzheimer's disease at 3 years after diagnosis using longitudinal and whole-brain 3D MRI.
Ethan OcasioTim Q. DuongPublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- deep learning
- early diagnosis
- mild cognitive impairment
- computer aided
- computer aided diagnosis
- early stage
- high degree of accuracy
- early detection
- unsupervised learning
- machine learning
- ad patients
- brain images
- prostate cancer
- mental models
- medical images
- cardiovascular disease
- decision making
- weakly supervised
- decision support system
- active learning
- high dimensional
- brain connectivity
- computer vision