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Use of machine learning to shorten observation-based screening and diagnosis of autism.

Wall DP, Kosmicki J, Deluca TF, Harstad E, Fusaro VA.

Transl Psychiatry. 2012 Apr 10;2:e100. doi: 10.1038/tp.2012.10.


Testing the accuracy of an observation-based classifier for rapid detection of autism risk.

Duda M, Kosmicki JA, Wall DP.

Transl Psychiatry. 2014 Aug 12;4:e424. doi: 10.1038/tp.2014.65. Erratum in: Transl Psychiatry. 2014;4:e440.


Use of artificial intelligence to shorten the behavioral diagnosis of autism.

Wall DP, Dally R, Luyster R, Jung JY, Deluca TF.

PLoS One. 2012;7(8):e43855. doi: 10.1371/journal.pone.0043855. Epub 2012 Aug 27.


A replication of the Autism Diagnostic Observation Schedule (ADOS) revised algorithms.

Gotham K, Risi S, Dawson G, Tager-Flusberg H, Joseph R, Carter A, Hepburn S, McMahon W, Rodier P, Hyman SL, Sigman M, Rogers S, Landa R, Spence MA, Osann K, Flodman P, Volkmar F, Hollander E, Buxbaum J, Pickles A, Lord C.

J Am Acad Child Adolesc Psychiatry. 2008 Jun;47(6):642-51. doi: 10.1097/CHI.0b013e31816bffb7.


The ADOS calibrated severity score: relationship to phenotypic variables and stability over time.

Shumway S, Farmer C, Thurm A, Joseph L, Black D, Golden C.

Autism Res. 2012 Aug;5(4):267-76. doi: 10.1002/aur.1238. Epub 2012 May 24.


Searching for a minimal set of behaviors for autism detection through feature selection-based machine learning.

Kosmicki JA, Sochat V, Duda M, Wall DP.

Transl Psychiatry. 2015 Feb 24;5:e514. doi: 10.1038/tp.2015.7.


Evaluation of the revised algorithm of Autism Diagnostic Observation Schedule (ADOS) in the diagnostic investigation of high-functioning children and adolescents with autism spectrum disorders.

Kamp-Becker I, Ghahreman M, Heinzel-Gutenbrunner M, Peters M, Remschmidt H, Becker K.

Autism. 2013 Jan;17(1):87-102. doi: 10.1177/1362361311408932. Epub 2011 May 24.


[Diagnostic Observation Scale for Autistic Disorders: initial results of reliability and validity].

Bölte S, Poustka F.

Z Kinder Jugendpsychiatr Psychother. 2004 Feb;32(1):45-50. German.


The Autism Diagnostic Observation Schedule-toddler module: a new module of a standardized diagnostic measure for autism spectrum disorders.

Luyster R, Gotham K, Guthrie W, Coffing M, Petrak R, Pierce K, Bishop S, Esler A, Hus V, Oti R, Richler J, Risi S, Lord C.

J Autism Dev Disord. 2009 Sep;39(9):1305-20. doi: 10.1007/s10803-009-0746-z. Epub 2009 May 5.


Diagnosing autism spectrum disorders in adults: the use of Autism Diagnostic Observation Schedule (ADOS) module 4.

Bastiaansen JA, Meffert H, Hein S, Huizinga P, Ketelaars C, Pijnenborg M, Bartels A, Minderaa R, Keysers C, de Bildt A.

J Autism Dev Disord. 2011 Sep;41(9):1256-66. doi: 10.1007/s10803-010-1157-x.


Behavioural markers for autism in infancy: scores on the Autism Observational Scale for Infants in a prospective study of at-risk siblings.

Gammer I, Bedford R, Elsabbagh M, Garwood H, Pasco G, Tucker L, Volein A, Johnson MH, Charman T; BASIS Team.

Infant Behav Dev. 2015 Feb;38:107-15. doi: 10.1016/j.infbeh.2014.12.017. Epub 2015 Feb 2.


Autism in fragile X syndrome: a category mistake?

Hall SS, Lightbody AA, Hirt M, Rezvani A, Reiss AL.

J Am Acad Child Adolesc Psychiatry. 2010 Sep;49(9):921-33. doi: 10.1016/j.jaac.2010.07.001. Epub 2010 Aug 1.


Parent information and direct observation in the diagnosis of pervasive and specific developmental disorders.

Noterdaeme M, Mildenberger K, Sitter S, Amorosa H.

Autism. 2002 Jun;6(2):159-68.


Improved diagnostic validity of the ADOS revised algorithms: a replication study in an independent sample.

Oosterling I, Roos S, de Bildt A, Rommelse N, de Jonge M, Visser J, Lappenschaar M, Swinkels S, van der Gaag RJ, Buitelaar J.

J Autism Dev Disord. 2010 Jun;40(6):689-703. doi: 10.1007/s10803-009-0915-0.


Reliability and accuracy of differentiating pervasive developmental disorder subtypes.

Mahoney WJ, Szatmari P, MacLean JE, Bryson SE, Bartolucci G, Walter SD, Jones MB, Zwaigenbaum L.

J Am Acad Child Adolesc Psychiatry. 1998 Mar;37(3):278-85.


[Diagnostic accuracy of the ADOS-2 taking account of gender effects].

Kamp-Becker I, Langmann A, Stehr T, Custodis K, Poustka L, Becker K.

Z Kinder Jugendpsychiatr Psychother. 2017;45(3):193-207. doi: 10.1024/1422-4917/a000492. Epub 2016 Nov 2. German.


Validating two survey methods for identifying cases of autism spectrum disorder among adults in the community.

Brugha TS, McManus S, Smith J, Scott FJ, Meltzer H, Purdon S, Berney T, Tantam D, Robinson J, Radley J, Bankart J.

Psychol Med. 2012 Mar;42(3):647-56. doi: 10.1017/S0033291711001292. Epub 2011 Jul 29.


Diagnosis of autism spectrum disorders in 2-year-olds: a study of community practice.

Corsello CM, Akshoomoff N, Stahmer AC.

J Child Psychol Psychiatry. 2013 Feb;54(2):178-85. doi: 10.1111/j.1469-7610.2012.02607.x. Epub 2012 Aug 20.

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