Published on in Vol 21, No 7 (2019): July

Preprints (earlier versions) of this paper are available at, first published .
Identification and Quantification of Gaps in Access to Autism Resources in the United States: An Infodemiological Study

Identification and Quantification of Gaps in Access to Autism Resources in the United States: An Infodemiological Study

Identification and Quantification of Gaps in Access to Autism Resources in the United States: An Infodemiological Study


  1. Pinato L, Galina Spilla C, Markus R, da Silveira Cruz-Machado S. Dysregulation of Circadian Rhythms in Autism Spectrum Disorders. Current Pharmaceutical Design 2020;25(41):4379 View
  2. Kalantarian H, Jedoui K, Dunlap K, Schwartz J, Washington P, Husic A, Tariq Q, Ning M, Kline A, Wall D. The Performance of Emotion Classifiers for Children With Parent-Reported Autism: Quantitative Feasibility Study. JMIR Mental Health 2020;7(4):e13174 View
  3. Washington P, Leblanc E, Dunlap K, Penev Y, Kline A, Paskov K, Sun M, Chrisman B, Stockham N, Varma M, Voss C, Haber N, Wall D. Precision Telemedicine through Crowdsourced Machine Learning: Testing Variability of Crowd Workers for Video-Based Autism Feature Recognition. Journal of Personalized Medicine 2020;10(3):86 View
  4. McGrath K, Bonuck K, Mann M. Exploratory spatial analysis of autism rates in New York school districts: role of sociodemographic and language differences. Journal of Neurodevelopmental Disorders 2020;12(1) View
  5. da Silveira Cruz‐Machado S, Guissoni Campos L, Fadini C, Anderson G, Markus R, Pinato L. Disrupted nocturnal melatonin in autism: Association with tumor necrosis factor and sleep disturbances. Journal of Pineal Research 2021;70(3) View
  6. Williams M, Harley E, Quebles I, Poulsen M. Policy and Practice Barriers to Early Identification of Autism Spectrum Disorder in the California Early Intervention System. Journal of Autism and Developmental Disorders 2021;51(10):3423 View
  7. Washington P, Tariq Q, Leblanc E, Chrisman B, Dunlap K, Kline A, Kalantarian H, Penev Y, Paskov K, Voss C, Stockham N, Varma M, Husic A, Kent J, Haber N, Winograd T, Wall D. Crowdsourced privacy-preserved feature tagging of short home videos for machine learning ASD detection. Scientific Reports 2021;11(1) View
  8. Ault S, Breitenstein S, Tucker S, Havercamp S, Ford J. Caregivers of Children with Autism Spectrum Disorder in Rural Areas: A Literature Review of Mental Health and Social Support. Journal of Pediatric Nursing 2021;61:229 View
  9. Matthews N, Skepnek E, Mammen M, James J, Malligo A, Lyon A, Mitchell M, Kiefer S, Smith C. Feasibility and acceptability of a telehealth model for autism diagnostic evaluations in children, adolescents, and adults. Autism Research 2021;14(12):2564 View
  10. Qureshi F, Adams J, Audhya T, Hahn J. Multivariate Analysis of Metabolomic and Nutritional Profiles among Children with Autism Spectrum Disorder. Journal of Personalized Medicine 2022;12(6):923 View
  11. Deveau N, Washington P, Leblanc E, Husic A, Dunlap K, Penev Y, Kline A, Mutlu O, Wall D. Machine learning models using mobile game play accurately classify children with autism. Intelligence-Based Medicine 2022;6:100057 View
  12. Chi N, Washington P, Kline A, Husic A, Hou C, He C, Dunlap K, Wall D. Classifying Autism From Crowdsourced Semistructured Speech Recordings: Machine Learning Model Comparison Study. JMIR Pediatrics and Parenting 2022;5(2):e35406 View
  13. Das J, Hartman L, King G, Jones-Stokreef N, Moore Hepburn C, Penner M. Perspectives of Canadian Rural Consultant Pediatricians on Diagnosing Autism Spectrum Disorder: A Qualitative Study. Journal of Developmental & Behavioral Pediatrics 2022;43(3):149 View
  14. Shih C, Pudipeddi R, Uthayakumar A, Washington P. A Local Community-Based Social Network for Mental Health and Well-being (Quokka): Exploratory Feasibility Study. JMIRx Med 2021;2(4):e24972 View
  15. Liu B, Paskov K, Kent J, McNealis M, Sutaria S, Dods O, Harjadi C, Stockham N, Ostrovsky A, Wall D. Racial and Ethnic Disparities in Geographic Access to Autism Resources Across the US. JAMA Network Open 2023;6(1):e2251182 View
  16. Washington P, Chrisman B, Leblanc E, Dunlap K, Kline A, Mutlu C, Stockham N, Paskov K, Wall D. Crowd annotations can approximate clinical autism impressions from short home videos with privacy protections. Intelligence-Based Medicine 2022;6:100056 View
  17. Rooney T, Stern Y, Hampton L, Grauzer J, Hobson A, Levin A, Jones M, Kaat A, Roberts M. Screening for Autism in 2-Year-Old Children: The Application of the Systematic Observation of Red Flags to the Screening Tool for Autism in Toddlers and Young Children. American Journal of Speech-Language Pathology 2022;31(6):2759 View
  18. Penev Y, Dunlap K, Husic A, Hou C, Washington P, Leblanc E, Kline A, Kent J, Ng-Thow-Hing A, Liu B, Harjadi C, Tsou M, Desai M, Wall D. A Mobile Game Platform for Improving Social Communication in Children with Autism: A Feasibility Study. Applied Clinical Informatics 2021;12(05):1030 View
  19. Varma M, Washington P, Chrisman B, Kline A, Leblanc E, Paskov K, Stockham N, Jung J, Sun M, Wall D. Identification of Social Engagement Indicators Associated With Autism Spectrum Disorder Using a Game-Based Mobile App: Comparative Study of Gaze Fixation and Visual Scanning Methods. Journal of Medical Internet Research 2022;24(2):e31830 View
  20. Stenum J, Cherry-Allen K, Pyles C, Reetzke R, Vignos M, Roemmich R. Applications of Pose Estimation in Human Health and Performance across the Lifespan. Sensors 2021;21(21):7315 View
  21. Roudbarani F, Tablon Modica P, Maddox B, Bohr Y, Weiss J. Clinician factors related to the delivery of psychotherapy for autistic youth and youth with attention-deficit hyperactivity disorder. Autism 2023;27(2):415 View
  22. TEZCAN T, ŞENER E, DEMİRCİ E, ŞAHİN N, HAMURCU Z, ÖZTOP D. Expression Profiles Of PTEN And POGZ Genes In Patients With Autism. Acta Medica Alanya 2022;6(3):250 View
  23. Jacob S, Veenstra-VanderWeele J, Murphy D, McCracken J, Smith J, Sanders K, Meyenberg C, Wiese T, Deol-Bhullar G, Wandel C, Ashford E, Anagnostou E. Efficacy and safety of balovaptan for socialisation and communication difficulties in autistic adults in North America and Europe: a phase 3, randomised, placebo-controlled trial. The Lancet Psychiatry 2022;9(3):199 View
  24. Berg K, Ishler K, Lytle S, Kaplan R, Wang F, Olgac T, Miner S, Edguer M, Biegel D, Carter R. “Don’t Promise Something You can’t Deliver:” Caregivers’ Advice for Improving Services to Adolescents and Young Adults with Autism. Autism Research and Treatment 2023;2023:1 View
  25. Washington P, Wall D. A Review of and Roadmap for Data Science and Machine Learning for the Neuropsychiatric Phenotype of Autism. Annual Review of Biomedical Data Science 2023;6(1):211 View
  26. Jaiswal A, Washington P. Using #ActuallyAutistic on Twitter for Precision Diagnosis of Autism Spectrum Disorder: Machine Learning Study. JMIR Formative Research 2024;8:e52660 View
  27. Lindly O, Abate D, Park H, Kuhn J, Fuchu P, Feinberg E, Broder-Fingert S. The Influence of Policy on Early Diagnosis and Other Autism Services: a Narrative Review. Review Journal of Autism and Developmental Disorders 2024 View
  28. Blume J, Miller M, O'Neill D, Mastergeorge A, Ozonoff S. Utility of the Language Use Inventory in Young Children at Elevated Likelihood of Autism. Journal of Speech, Language, and Hearing Research 2024;67(2):573 View

Books/Policy Documents

  1. Snider T, Beck K, Baum R. Interprofessional Care Coordination for Pediatric Autism Spectrum Disorder. View
  2. Chang A. Intelligence-Based Medicine. View
  3. Solomon D, Soares N. Interprofessional Care Coordination for Pediatric Autism Spectrum Disorder. View
  4. Di Luzio F, Colonnese F, Rosato A, Panella M. Applied Intelligence and Informatics. View