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[HTML][HTML] Validation strategies for subtypes in psychiatry: A systematic review of research on autism spectrum disorder
Heterogeneity within autism spectrum disorder (ASD) is recognized as a challenge to both
biological and psychological research, as well as clinical practice. To reduce unexplained …
biological and psychological research, as well as clinical practice. To reduce unexplained …
Applications of unsupervised machine learning in autism spectrum disorder research: a review
Large amounts of autism spectrum disorder (ASD) data is created through hospitals, therapy
centers, and mobile applications; however, much of this rich data does not have pre-existing …
centers, and mobile applications; however, much of this rich data does not have pre-existing …
On the utility of parents' historical data to investigate the causes of autism spectrum disorder: A data mining-based framework
Abstract Objective Autism Spectrum Disorder (ASD) is acknowledged as a challenge that
influences the learning ability of adolescents and also negatively impacts their families …
influences the learning ability of adolescents and also negatively impacts their families …
Analysis of medical data using community detection on inferred networks
J Kramer, L Boone, T Clifford, J Bruce… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Performing network-based analysis on medical and biological data makes a wide variety of
machine learning tools available. Clustering, which can be used for classification, presents …
machine learning tools available. Clustering, which can be used for classification, presents …
Phenotypically driven subgroups of ASD display distinct metabolomic profiles
Abstract Autism Spectrum Disorder (ASD) is a heterogeneous condition that includes a
broad range of characteristics and associated comorbidities; however, the biology …
broad range of characteristics and associated comorbidities; however, the biology …
Inferred networks, machine learning, and health data
J Matta, V Singh, T Auten, P Sanjel - Plos one, 2023 - journals.plos.org
This paper presents a network science approach to investigate a health information dataset,
the Sexual Acquisition and Transmission of HIV Cooperative Agreement Program …
the Sexual Acquisition and Transmission of HIV Cooperative Agreement Program …
Connecting phenotype to genotype: PheWAS-inspired analysis of autism spectrum disorder
Autism Spectrum Disorder (ASD) is extremely heterogeneous clinically and genetically.
There is a pressing need for a better understanding of the heterogeneity of ASD based on …
There is a pressing need for a better understanding of the heterogeneity of ASD based on …
Network representations of drum sequences for classification and generation
Complex networks have emerged as a powerful framework for understanding and analyzing
musical compositions, revealing underlying structures and dynamics that may not be …
musical compositions, revealing underlying structures and dynamics that may not be …
Subtypes of relapsing-remitting multiple sclerosis identified by network analysis
Q Howlett-Prieto, C Oommen, MD Carrithers… - Frontiers in Digital …, 2023 - frontiersin.org
We used network analysis to identify subtypes of relapsing-remitting multiple sclerosis
subjects based on their cumulative signs and symptoms. The electronic medical records of …
subjects based on their cumulative signs and symptoms. The electronic medical records of …
The Etiology of Autism Spectrum Disorder and Gender Dysphoria
A Nelson, P Somerville, S Patel… - 2024 46th Annual …, 2024 - ieeexplore.ieee.org
This paper investigates the genetic correlations between Autism Spectrum Disorder (ASD)
and Gender Dysphoria (GD) using network science techniques applied to data from the …
and Gender Dysphoria (GD) using network science techniques applied to data from the …