Facial Structure Analysis Separates Autism Spectrum Disorders into Meaningful Clinical Subgroups
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Shi-Qing Xin | Tayo Obafemi-Ajayi | Judith H. Miles | Minqi Zhang | Wenchuan Qi | T. Nicole Takahashi | Kristina Aldridge | J. Miles | Kristina Aldridge | Shiqing Xin | Ye Duan | Ying He | Ye Duan | Tayo Obafemi-Ajayi | Wenchuan Qi | Minqi Zhang | Ying He | T. N. Takahashi | Shiqing Xin
[1] M. Carter. Diagnostic and Statistical Manual of Mental Disorders, 5th ed. , 2014 .
[2] S. Dudoit,et al. A prediction-based resampling method for estimating the number of clusters in a dataset , 2002, Genome Biology.
[3] C. Lord,et al. Autism Diagnostic Observation Schedule , 2016 .
[4] G. Stefanatos. Regression in Autistic Spectrum Disorders , 2008, Neuropsychology Review.
[5] Liuqing Peng,et al. CVAP: Validation for Cluster Analyses , 2009, Data Sci. J..
[6] Yijie Han,et al. Shortest paths on a polyhedron , 1990, SCG '90.
[7] Ying He,et al. A global algorithm to compute defect-tolerant geodesic distance , 2012, SIGGRAPH Asia Technical Briefs.
[8] 森脇愛子,et al. 1歳からの広汎性発達障害の出現とその発達的変化:地域ベースの横断的および縦断的研究 一般児童における発達障害の有病率と関連要因に関する研究 2)対人応答性尺度(Social Responsiveness Scale:SRS)の標準化 , 2011 .
[9] Robert Tibshirani,et al. Cluster Validation by Prediction Strength , 2005 .
[10] B. Leventhal,et al. The Autism Diagnostic Observation Schedule—Generic: A Standard Measure of Social and Communication Deficits Associated with the Spectrum of Autism , 2000, Journal of autism and developmental disorders.
[11] Csaba Legány,et al. Cluster validity measurement techniques , 2006 .
[12] Francisco Azuaje,et al. Cluster validation techniques for genome expression data , 2003, Signal Process..
[13] L. Eaves,et al. Subtypes of autism by cluster analysis , 1994, Journal of autism and developmental disorders.
[14] Belén Melián-Batista,et al. Solving feature subset selection problem by a Parallel Scatter Search , 2006, Eur. J. Oper. Res..
[15] Ye Duan,et al. Facial phenotypes in subgroups of prepubertal boys with autism spectrum disorders are correlated with clinical phenotypes , 2011, Molecular autism.
[16] Jonathan M. Campbell,et al. Clinical Characteristics Associated with Language Regression for Children with Autism Spectrum Disorders , 2010, Journal of autism and developmental disorders.
[17] Shi-Qing Xin,et al. An intrinsic algorithm for computing geodesic distance fields on triangle meshes with holes , 2012, Graph. Model..
[18] J. A. Hartigan,et al. A k-means clustering algorithm , 1979 .
[19] Teuvo Kohonen,et al. The self-organizing map , 1990, Neurocomputing.
[20] J H Miles,et al. Head circumference is an independent clinical finding associated with autism. , 2000, American journal of medical genetics.
[21] Judith H. Miles,et al. Autism Subgroups from a Medical Genetics Perspective , 2011 .
[22] A. Ben Hamza,et al. Geodesic matching of triangulated surfaces , 2006, IEEE Transactions on Image Processing.
[23] Adrian E. Raftery,et al. Model-Based Clustering, Discriminant Analysis, and Density Estimation , 2002 .
[24] A. Couteur,et al. Autism Diagnostic Interview-Revised: A revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders , 1994, Journal of autism and developmental disorders.
[25] Joseph S. B. Mitchell,et al. The Discrete Geodesic Problem , 1987, SIAM J. Comput..
[26] Ali S. Hadi,et al. Finding Groups in Data: An Introduction to Chster Analysis , 1991 .
[27] P. Rousseeuw. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis , 1987 .
[28] Lei Xu,et al. Best first strategy for feature selection , 1988, [1988 Proceedings] 9th International Conference on Pattern Recognition.
[29] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .
[30] M. Spence,et al. Development and validation of a measure of dysmorphology: Useful for autism subgroup classification , 2008, American journal of medical genetics. Part A.
[31] อนิรุธ สืบสิงห์,et al. Data Mining Practical Machine Learning Tools and Techniques , 2014 .
[32] Zachary Warren,et al. A multisite study of the clinical diagnosis of different autism spectrum disorders. , 2012, Archives of general psychiatry.
[33] Teuvo Kohonen,et al. The self-organizing map , 1990 .
[34] Anil K. Jain. Data clustering: 50 years beyond K-means , 2008, Pattern Recognit. Lett..
[35] L. Farkas,et al. Growth and Development of Regional Units in the Head and Face Based on Anthropometric Measurements , 1992 .
[36] J. Miles,et al. Autism Families with a High Incidence of Alcoholism , 2003, Journal of autism and developmental disorders.
[37] John Bielinski,et al. Vineland Adaptive Behavior Scales, Second Edition , 2008 .
[38] Huan Liu,et al. Feature Selection for Classification , 1997, Intell. Data Anal..
[39] Eibe Frank,et al. Large-scale attribute selection using wrappers , 2009, 2009 IEEE Symposium on Computational Intelligence and Data Mining.
[40] Olatz Arbelaitz,et al. An extensive comparative study of cluster validity indices , 2013, Pattern Recognit..
[41] Rui Xu,et al. Survey of clustering algorithms , 2005, IEEE Transactions on Neural Networks.
[42] L. Farkas. Anthropometry of the head and face , 1994 .
[43] J. Piven,et al. Autism and the broad autism phenotype: familial patterns and intergenerational transmission , 2013, Journal of Neurodevelopmental Disorders.
[44] Anil K. Jain,et al. Artificial Neural Networks: A Tutorial , 1996, Computer.
[45] R. Reeve,et al. Brief Report: Impact of Child Problem Behaviors and Parental Broad Autism Phenotype Traits on Substance Use Among Parents of Children with ASD , 2014, Journal of autism and developmental disorders.
[46] Janet B W Williams,et al. Diagnostic and Statistical Manual of Mental Disorders , 2013 .
[47] Dc Washington. Diagnostic and Statistical Manual of Mental Disorders, 4th Ed. , 1994 .
[48] Ajmal S. Mian,et al. Biologically Significant Facial Landmarks: How Significant Are They for Gender Classification? , 2013, 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA).
[49] J. Ewing,et al. Detecting alcoholism. The CAGE questionnaire. , 1984, JAMA.
[50] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[51] L. Farkas,et al. Growth and development of regional units in the head and face based on anthropometric measurements. , 1992, The Cleft palate-craniofacial journal : official publication of the American Cleft Palate-Craniofacial Association.
[52] Michalis Vazirgiannis,et al. c ○ 2001 Kluwer Academic Publishers. Manufactured in The Netherlands. On Clustering Validation Techniques , 2022 .
[53] G. Baird,et al. Regression, Developmental Trajectory and Associated Problems in Disorders in the Autism Spectrum: The SNAP Study , 2008, Journal of autism and developmental disorders.