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Psychiatry and Clinical Psychopharmacology Volume 29, 2019 - Issue 3
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Original Articles

Use of machine learning methods in prediction of short-term outcome in autism spectrum disorders

Mirac Baris UstaDepartment of Child and Adolescent Psychiatry, Education and Research Hospital, Samsun, TurkeyCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-1573-3165View further author information
ORCID Icon,
Koray KarabekirogluDepartment of Child and Adolescent Psychiatry, Medical Faculty, University of Ondokuz Mayis, Samsun, TurkeyORCID Iconhttps://orcid.org/0000-0001-5439-9940View further author information
ORCID Icon,
Berkan SahinDepartment of Child and Adolescent Psychiatry, State Hospital, Igdir, TurkeyORCID Iconhttps://orcid.org/0000-0003-4699-3418View further author information
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Muazzez AydinDepartment of Child and Adolescent Psychiatry, Education and Research Hospital, Samsun, TurkeyORCID Iconhttps://orcid.org/0000-0002-3099-7337View further author information
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Abdullah BozkurtDepartment of Child and Adolescent Psychiatry, Education and Research Hospital, Konya, TurkeyView further author information
,
Tolga KaraosmanDepartment of Child and Adolescent Psychiatry, State Hospital, Amasya, TurkeyView further author information
,
Armagan AralDepartment of Child and Adolescent Psychiatry, Mental Hospital, Samsun, TurkeyORCID Iconhttps://orcid.org/0000-0002-8069-7586View further author information
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Cansu CobanogluDepartment of Child and Adolescent Psychiatry, Medical Faculty, University of Ondokuz Mayis, Samsun, TurkeyView further author information
,
Aysegül Duman KurtDepartment of Child and Adolescent Psychiatry, Medical Faculty, University of Ondokuz Mayis, Samsun, TurkeyView further author information
,
Neriman KesimDepartment of Child and Adolescent Psychiatry, Medical Faculty, University of Ondokuz Mayis, Samsun, TurkeyView further author information
,
İrem SahinDepartment of Child and Adolescent Psychiatry, Medical Faculty, University of Ondokuz Mayis, Samsun, TurkeyView further author information
&
Emre ÜrerDepartment of Child and Adolescent Psychiatry, Medical Faculty, University of Ankara, Ankara, TurkeyORCID Iconhttps://orcid.org/0000-0002-0562-837XView further author information
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Pages 320-325 | Received 16 Aug 2018, Accepted 03 Nov 2018, Published online: 16 Nov 2018

Citations (20)

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. (2019) 11th International Congress on Psychopharmacology & 7th International Symposium on Child and Adolescent Psychopharmacology. Psychiatry and Clinical Psychopharmacology 29:sup1, pages 264-310.
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Articles from other publishers (19)

Louise Bogéa Ribeiro, Ulrich Kauê Mendes Alencar Da Silva, Antonia Zaferiou & Manoel Da Silva Filho. (2023) COMPARISON OF MACHINE LEARNING MODELS FOR AUTOMATED AUTISM DIAGNOSIS. REVISTA FOCO 16:6, pages e2311.
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Hasan Alkahtani, Theyazn H. H. Aldhyani & Mohammed Y. Alzahrani. (2023) Early Screening of Autism Spectrum Disorder Diagnoses of Children Using Artificial Intelligence. Journal of Disability Research 2:1.
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Sabah Nisar & Mohammad Haris. (2023) Neuroimaging genetics approaches to identify new biomarkers for the early diagnosis of autism spectrum disorder. Molecular Psychiatry.
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Arun Kumar Ramachandran & Vijay Franklin John Bosco Martin. (2022) Adaptive autism behavior prediction using improved binary whale optimization technique. Concurrency and Computation: Practice and Experience 35:3.
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Rudresh Deepak Shirwaikar, Iram Sarwari, Mehwish Najam & Shama H. M.. (2023) Has Machine Learning Enhanced the Diagnosis of Autism Spectrum Disorder?. Critical Reviews in Biomedical Engineering 51:1, pages 1-14.
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Abdulmalik A. Lawan, Nadire Cavus, Rufa'i Yunusa, Usama I. Abdulrazak & Sadiya Tahir. 2023. Neural Engineering Techniques for Autism Spectrum Disorder, Volume 2. Neural Engineering Techniques for Autism Spectrum Disorder, Volume 2 253 268 .
María del Mar Guillén, Sandra Amador, Jesús Peral, David Gil & Aya Elouali. 2023. Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022). Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022) 760 771 .
Tasmia Ijaz & Dr. Zaqia Bano. (2022) Development of Autism Spectrum Disorder Scale and its Psychometric Properties. International Journal of Innovations in Science and Technology 4:6, pages 9-24.
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Mousumi Bala, Mohammad Hanif Ali, Md. Shahriare Satu, Khondokar Fida Hasan & Mohammad Ali Moni. (2022) Efficient Machine Learning Models for Early Stage Detection of Autism Spectrum Disorder. Algorithms 15:5, pages 166.
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Hongzhong Hao & Sheng Hu. (2022) Recommendation Optimization of Physical Education for Developing the Intelligence of Autistic Children following Intelligent Collaborative Filtering Algorithm. Mobile Information Systems 2022, pages 1-9.
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Muhammad Kashif Hanif, Naba Ashraf, Muhammad Umer Sarwar, Deleli Mesay Adinew & Reehan Yaqoob. (2022) Employing Machine Learning-Based Predictive Analytical Approaches to Classify Autism Spectrum Disorder Types. Complexity 2022, pages 1-10.
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C. S. KanimozhiSelvi, K. S. Kalaivani, M. Namritha, S. K. Niveetha & K. Pavithra. 2022. Intelligent Data Communication Technologies and Internet of Things. Intelligent Data Communication Technologies and Internet of Things 425 439 .
Menglu Li, Maryam Amirizaniani & Rasha Kashef. (2021) Efficient Comorbidity Analysis in Brain Disorders Reveals Better Diagnosis. Efficient Comorbidity Analysis in Brain Disorders Reveals Better Diagnosis.
Naurin Farooqi, Faisal Bukhari & Waheed Iqbal. (2021) Predictive Analysis of Autism Spectrum Disorder (ASD) using Machine Learning. Predictive Analysis of Autism Spectrum Disorder (ASD) using Machine Learning.
Nadire Cavus, Abdulmalik A. Lawan, Zurki Ibrahim, Abdullahi Dahiru, Sadiya Tahir, Usama Ishaq Abdulrazak & Adamu Hussaini. (2021) A Systematic Literature Review on the Application of Machine-Learning Models in Behavioral Assessment of Autism Spectrum Disorder. Journal of Personalized Medicine 11:4, pages 299.
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Lina Abou-Abbas, Stefon van Noordt, James A. Desjardins, Mike Cichonski & Mayada Elsabbagh. (2021) Use of Empirical Mode Decomposition in ERP Analysis to Classify Familial Risk and Diagnostic Outcomes for Autism Spectrum Disorder. Brain Sciences 11:4, pages 409.
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Shreyashi Das & Adyasha Dash. 2021. Advances in Systems, Control and Automations. Advances in Systems, Control and Automations 185 197 .
Akhilesh Kumar Sharma & Devesh K. Shrivastav. 2021. Smart Trends in Computing and Communications: Proceedings of SmartCom 2020. Smart Trends in Computing and Communications: Proceedings of SmartCom 2020 17 24 .
Mohammad Azli Jamhar, Ely Salwana, Zahidah Zulkifli, Norshita Mat Nayan & Noryusliza Abdullah. 2019. Advances in Visual Informatics. Advances in Visual Informatics 429 440 .

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