Publications

@article{pellegrini_machine_2018,

title = {Machine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: a systematic review},

author = {Enrico Pellegrini and Lucía Ballerini and María del Carmen Valdés-Hernández and Francesca M Chappell and Victor González-Castro and Devasuda Anblagan and Samuel Danso and Susana Muñoz-Maniega and Dominic Job and Cyril Pernet},

url = {https://www.sciencedirect.com/science/article/pii/S2352872918300447},

year  = {2018},

date = {2018-01-01},

urldate = {2018-01-01},

journal = {Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring},

volume = {10},

pages = {519–535},

abstract = {Advanced machine learning methods might help to identify dementia risk from neuroimaging, but their accuracy to date is unclear.},

note = {Publisher: No longer published by Elsevier},

keywords = {Cerebrovascular Disease, Classification, Dementia, machine learning, MRI, Pathological Aging, segmentation, small vessel disease},

pubstate = {published},

tppubtype = {article}

}