Multidimensional representations in late-life depression: convergence in neuroimaging, cognition, clinical symptomatology and genetics.
Junhao WenCynthia H. Y. FuDuygu TosunYogasudha VeturiZhijian YangAhmed AbdulkadirElizabeth MamourianDhivya SrinivasanJingxuan BaoGüray ErusHaochang ShouMohamad HabesJimit DoshiErdem VarolScott R. MackinAristeidis SotirasYong FanAndrew J. SaykinYvette I. ShelineLi ShenMarylyn D. RitchieDavid A. WolkMarilyn S. AlbertSusan M. ResnickChristos DavatzikosPublished in: CoRR (2021)
Keyphrases
- structured sparse learning
- brain imaging
- disease progression
- clinical studies
- information processing
- patient data
- clinical data
- artificial intelligence
- clinical practice
- mild cognitive impairment
- sparse learning
- multi dimensional
- human brain
- convergence speed
- convergence rate
- human cognition
- cognitive processes
- cognitive systems
- mental representations
- ad patients
- daily life
- data cube
- distributed cognition
- medical images
- higher level
- clinical guidelines
- clinical trials
- high risk
- neural network
- multidimensional data
- cognitive architecture
- brain images