An individual-level weighted artificial neural network method to improve the systematic bias in BrainAGE analysis.
Sign Up to like & getrecommendations! Published in 2022 at "Cerebral cortex"
DOI: 10.1093/cercor/bhac490
Abstract: BrainAGE is a commonly used machine learning technique to measure the accelerated/delayed development pattern of human brain structure/function with neuropsychiatric disorders. However, recent studies have shown a systematic bias ("regression toward mean" effect) in the… read more here.
Keywords: neural network; brainage; method; level weighted ... See more keywords
A Belief Two-Level Weighted Clustering Method for Incomplete Pattern Based on Multiview Fusion
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/2895338
Abstract: Incomplete pattern clustering is a challenging task because the unknown attributes of the missing data introduce uncertain information that affects the accuracy of the results. In addition, the clustering method based on the single view… read more here.
Keywords: fusion; incomplete pattern; level weighted; clustering method ... See more keywords