Article
Feature Selection and Dimension Reduction of Social Autism Data.
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing - 1 Jan 2020
Washington Peter, Paskov Kelley Marie, Kalantarian Haik, Stockham Nathaniel, Voss Catalin, Kline Aaron, Patnaik Ritik, Chrisman Brianna, Varma Maya, Tariq Qandeel, Dunlap Kaitlyn, Schwartz Jessey, Haber Nick, Wall Dennis P
Abstract excerpt
Autism Spectrum Disorder (ASD) is a complex neuropsychiatric condition with a highly heterogeneous phenotype. Following the work of Duda et al., which uses a reduced feature set from the Social Responsiveness Scale, Second Edition (SRS) to distinguish ASD from ADHD, we performed item-level question selection on answers to the SRS to determine whether ASD can be distinguished from non-ASD using a similarly small...
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