Use of machine learning for behavioral distinction of autism and ADHD
Duda, M, Ma, R, Haber, N, Wall, D P·2016·Translational Psychiatry
Cited by (300)
Items 101–200 of 300
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- A Novel Application for the Efficient and Accessible Diagnosis of ADHD Using Machine Learning (Extended Abstract)Shubh Khanna, William Das · 2020 · IEEE/ITU International Conference on Artificial Intelligence for Good (AI4G)
- A data driven machine learning approach to differentiate between autism spectrum disorder and attention-deficit/hyperactivity disorder based on the best-practice diagnostic instruments for autismNicole Wolff, Gregor Kohls, Judith T. Mack, Amirali Vahid, Erik M. Elster, Sanna Stroth, Luise Poustka, Charlotte S. Küpper, Stefan Roepke, Inge Kamp‐Becker et al. · 2022 · Scientific Reports
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- Machine Learning-Based ADHD Detection From fNIRs Signal During Reverse Stroop TasksMd. Maniruzzaman, Koki Hirooka, Yoichi Tomioka, Md. Al Mehedi Hasan, Yong Seok Hwang, Akiko Megumi, Akira Yasumura, Jungpil Shin · 2024 · IEEE Access
- Machine learning in automated diagnosis of autism spectrum disorder: a comprehensive reviewKhosro Rezaee · 2025 · Computer Science Review · Retracted
- Crowd annotations can approximate clinical autism impressions from short home videos with privacy protectionsPeter Yigitcan Washington, Brianna Chrisman, Émilie Leblanc, Kaitlyn Dunlap, Aaron Kline, Onur Cezmi Mutlu, Nate Stockham, Kelley Marie Paskov, Dennis Paul Wall · 2022 · Intelligence-Based Medicine
- Attention Deficit Hyperactivity Disorder Assessment Based on Patient Behavior Exhibited in a Car Video Game: A Pilot StudyAarón Sújar, Sofía Bayona, David Delgado‐Gómez, Carolina Miguélez‐Fernández, Juan Ardoy Cuadros, Inmaculada Peñuelas‐Calvo, Enrique Baca‐García, Hilario Blasco-Fontecilla · 2022 · Brain Sciences
- Diagnosis of attention deficit hyperactivity disorder using deep belief network based on greedy approachSaeed Farzi, Sahar Kianian, Ilnaz Rastkhadive · 2017 · International Symposium on Computational and Business Intelligence (ISCBI)
- Prediction of Attention-Deficit/Hyperactivity Disorder Diagnosis Using Brief, Low-Cost Clinical Measures: A Competitive Model EvaluationMichael A. Mooney, Christopher Neighbor, Sarah L. Karalunas, Nathan F. Dieckmann, Molly A. Nikolas, Elizabeth K. Nousen, Jessica M. Tipsord, Xubo B. Song, Joel T. Nigg · 2022 · Clinical Psychological Science
- Diagnosis Support Model for Autism Spectrum Disorder Using Neuroimaging Data and XceptionAbhishek Jha, Kainat Khan, Rahul Katarya · 2023 · International Conference on Electrical, Electronics, Communication and Computers (ELEXCOM)
- An Improved Feature Selection Algorithm for Autism DetectionUday Singh, Shailendra Shukla, Manoj Madhava Gore · 2022 · IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)
- ASD-EVNet: An Ensemble Vision Network based on Facial Expression for Autism Spectrum Disorder RecognitionAssil Jaby, Md Baharul Islam, Md Atiqur Rahman Ahad · 2023
- Predicting Autism Spectrum Disorder in Adults Through Facial Image Analysis: A Multi-CNN with BiLSTM ModelAnil Kumar, Umesh Chandra Jaiswal · 2025 · SN Computer Science
- Using explainable machine learning and eye-tracking for diagnosing autism spectrum and developmental language disorders in social attention tasksAdoración Antolí, Francisco Javier Rodriguez-Lozano, José J. Cañas, Julia Vacas, Fátima Cuadrado, Araceli Sánchez-Raya, Carolina Pérez Dueñas, Juan Carlos Valenzuela Gámez · 2025 · Frontiers in Neuroscience
- Comparison of Classification Algorithms of the Autism Spectrum Disorder DiagnosisArmin Lawi, Firman Aziz · 2018 · East Indonesia Conference on Computer and Information Technology (EIConCIT)
- The role of machine learning in autism spectrum disorder assessment and managementAoife Reilly, Nicola Walsh, Daniel P. O’Reilly, Miriam Smyth, Kathleen Mary Gorman, Sarah Ostadabbas, Claire Power · 2025 · Pediatric Research
- Designing Trustworthy AI for the Youngest Learners: An Integrated Ethical Framework and Implementation RoadmapJessie Ming Sin Wong · 2026 · Early Childhood Education Journal
- Predictive Analysis of Autism Spectrum Disorder (ASD) using Machine LearningNaurin Farooqi, Faisal Bukhari, Waheed Iqbal · 2021 · International Conference on Frontiers of Information Technology (FIT)
- Leveraging video data from a digital smartphone autism therapy to train an emotion detection classifierCathy Hou, Haik Kalantarian, Peter Yigitcan Washington, Kaiti Dunlap, Dennis Paul Wall · 2021 · medRxiv
- Novel Approach for Detecting Respiratory Syncytial Virus in Pediatric Patients Using Machine Learning Models Based on Patient-Reported Symptoms: Model Development and Validation StudyShota Kawamoto, Yoshihiko Morikawa, Naohisa Yahagi · 2024 · JMIR Formative Research
- Artificial intelligence for children with attention deficit/hyperactivity disorder: a scoping reviewBo Sun, Fei Cai, Hui‐Man Huang, Bo Li, Bing Wei · 2025 · Experimental Biology and Medicine
- A systematic review on the application of machine learning models in psychometric questionnaires for the diagnosis of attention deficit hyperactivity disorderLucía Caselles-Pina, Alejandro Quesada-López, Aarón Sújar, Evan Hernandez, D. Delgado-Gómez · 2024 · European Journal of Neuroscience
- Identification of ADHD Disorder in Children Using EEG Based on Visual Attention Task by Ensemble Deep LearningSwati Aggarwal, Nupur Chugh, Arnav Balyan · 2023 · Lecture notes in networks and systems
- Psychometric properties of the French Version of the Social Responsiveness Scale in autism spectrum disorder with or without attention deficit hyperactivity disorderColine Stordeur, Amélie Boële, Hugo Peyre, Richard Delorme, Éric Acquaviva · 2018 · L Encéphale
- Fuzzy logic-based hybrid knowledge systems for the detection and diagnosis of childhood autismSahar Qazi, Khalid Raza · 2021 · Elsevier eBooks
- Autism Artificial Intelligence Performance Analysis: Five Years of OperationSeyed Reza Shahamiri · 2023 · IEEE International Conference on Advanced Learning Technologies (ICALT)
- Attention and Sensory Processing in Augmented Reality: Empowering ADHD PopulationShiva Ghasemi, Majid Behravan, Sunday David Ubur, Denis Gračanin · 2024 · Lecture notes in computer science
- Autism spectrum disorder detection using sequential minimal optimization‐support vector machine hybrid classifier according to history of jaundice and family autism in childrenŞule Yücelbaş, Cüneyt Yücelbaş · 2021 · Concurrency and Computation Practice and Experience
- Early Screening of Autism among Children Using Ensemble Classification MethodAmrita Budarapu, Nara Kalyani, Seetha Maddala · 2021 · International Conference on Advances in Computing, Communication Control and Networking (ICAC3N)
- Prediction of Autism Spectrum Disorder using Random Forest Classifier in AdultsA Kanchana, Rashmita Khilar · 2022 · IEEE International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA)
- Early detection of autism spectrum disorder via deep-learning application of fMRI and machine learning for ASD children identificationsNeethu Narayanan, K. R. Remya, Bindiya M. Varghese · 2024 · International Journal of Hybrid Intelligent Systems
- ADHD Diagnosis Using Text Features and Predictive Machine Learning and Deep Learning AlgorithmsNizar Alsharif, M. H. Al-Adhaileh, S. N. Alsubari, M. Al-Yaari · 2024 · Journal of Disability Research
- Machine learning models to predict neuropsychiatric disorders in various brain tumorsSaman Shahid, Sadaf Iftikhar · 2022 · Current Medical Research and Opinion
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- Multiclass classification of Autism Spectrum Disorder, attention deficit hyperactivity disorder, and typically developed individuals using fMRI functional connectivity analysisCaroline L. Alves, Tiago Martinelli, Loriz Francisco Sallum, Francisco Aparecido Rodrigues, Thaise G. L. de O. Toutain, Joel Augusto Moura Porto, Christiane Thielemann, Patrícia de Carvalho Aguiar, Michael Moeckel · 2024 · PLoS ONE
- A 64‐channel scheme for autism detection via scaled conjugate gradient‐based neural network classification of e lectroencephalogram ripples' complexityEnas Abdulhay, Maha Alafeef, Hikmat Hadoush, N. Arunkumar · 2022 · Expert Systems
- Improving screening systems of autism using data samplingAlexander James Walter Scott, Yun Wang, Hussein Abdel-Jaber, Fadi Thabtah, Sayan Kumar Ray · 2021 · Technology and Health Care
- AI for ADHD: Opportunities and ChallengesMuhammad Mahbubur Rahman · 2023 · Journal of Attention Disorders
- Less Is More: Machine Learning-Based Shortened Sleep Questionnaires for Efficient Clinical PracticeEui Min Jeong, Jae Kyoung Kim · 2024 · Sleep Medicine Research
- Autism Data Classification Using AI Algorithms with Rules: Focused ReviewAbdulhamid Alsbakhi, Fadi Thabtah, Joan Lu · 2025 · Bioengineering
- Pre-Clinical ASD Screening Using Multi-Biometrics-Based SystemsTanu Wadhera, Deepti Kakkar, Gurjot Kaur, Vasudha Menia · 2018 · Advances in medical technologies and clinical practice book series
- Machine learning-based classification of the movements of children with profound or severe intellectual or multiple disabilities using environment data featuresVon Ralph Dane Marquez Herbuela, Tomonori Karita, Yoshiya Furukawa, Yoshinori Wada, Akihiro Toya, Shuichiro Senba, Eiko Onishi, Tatsuo Saeki · 2022 · PLoS ONE
- Comprehensive review of EEG data classification techniques for ADHD detection using machine learning and deep learningNitin Kisan Ahire, Raval N. Awale, Abhay Eknath Wagh, Directorate of Technical Education, Mumbai, India · 2023 · Romanian Journal of Pediatrics
- Ensemble Learning Model for Screening Autism in ChildrenMofleh Al‐diabat, Najah Al-shanableh · 2019 · International Journal of Computer Science and Information Technology
- Artificial intelligence-driven diagnosis of autism spectrum disorder in childrenNizar H. Alsharif, Abdullah Hamoud Abdulrahman Al-Nefaie, Sultan Ahmad, Nesren S. Farhah · 2025 · Frontiers in Medicine
- A rule-based exploratory analysis for discovery of multimodal biomarkers of ADHD using eye movement and EEG dataAmeer Hamza Shakur, Tianchen Sun, Ji-Eun Kim, Shuai Huang · 2022 · IISE Transactions on Healthcare Systems Engineering
- Spectral analysis of Electroretinography to differentiate autism spectrum disorder and attention deficit hyperactivity disorder.Sultan Mohammad Manjur, Md-Billal Hossain, Paul A. Constable, Dorothy Thompson, Fernando Marmolejo‐Ramos, Irene Lee, Hugo Fernando Posada-Quintero · 2023 · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...)
- Development of New Diagnostic Techniques – Machine LearningDelin Sun · 2017 · Advances in experimental medicine and biology
- Machine learning in autism spectrum disorder diagnosis and treatment: techniques and applicationsArjun Singh, Zoya Farooqui, Branden Sattler, Emily Li, Srushti Nerkar, Michael Helde, Unyime Usua · 2023 · Elsevier eBooks
- Autism Spectrum Disorder (ASD) Identification Using Feature-Based Machine Learning Classification ModelAnton Novianto, Mila Desi Anasanti · 2023 · IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
- Action-Based ADHD Diagnosis in VideoYi-Chun Li, Yuxing Yang, Rajesh Nair, Mohsen Naqvi · 2023 · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)
- A Hybrid Approach to Support the Detection of Autism Spectrum Disorder(ASD) through Machine Learning and Deep Learning TechniquesMeghna Manoj, Praveen Joe I R · 2023 · International Conference on Advanced Computing
- Autistic Spectrum Disorder Screening Classification with Machine Learning ApproachesSerifat Adedamola Folorunso, Hiba Alsmadi, Ala S. Al Kafari, Gokulakannan Kandasamy · 2024 · Intelligent Methods, Systems, and Applications (IMSA)
- How do explicit, implicit, and sociodemographic measures relate to concurrent suicidal ideation? A comparative machine learning approachRené Freichel, Sercan Kahveci, Brian O’Shea · 2023 · Suicide and Life-Threatening Behavior
- Classification of Autism Spectrum Disorder Data using Machine Learning Techniques2019 · International Journal of Engineering and Advanced Technology
- Prediction of ADHD diagnosis using brief, low-cost, clinical measures: a competitive model evaluationMichael A. Mooney, Christopher Neighbor, Sarah L. Karalunas, Nathan F. Dieckmann, Molly A. Nikolas, Elizabeth K. Nousen, Jessica M. Tipsord, Xubo B. Song, Joel T. Nigg · 2021 · medRxiv
- A systematic review of machine learning techniques to address diagnosis and treatment of autism: challenges and opportunitiesRafael Muñoz Terol, Jesús Peral, Sandra Amador, David Gil · 2026 · Heliyon
- Integrating artificial intelligence into neo-ecological theoryJessica L. Navarro · 2026 · Current Psychology
- A Fusion Framework for Early Autism Identification Using Transformer-Based Deep Learning ApproachMd. Fatin Nibbrash Nakib, Abu Shouaib Hasan, Mahit Kumar Paul · 2024 · International Conference on Computer and Information Technology (ICCIT)
- ML Algorithms that have been Utilised to Classify Neuro-Developmental Disorders: A ReviewSumit Pandey, Srishti Sharma · 2023 · International Conference on Information Systems and Computer Networks (ISCON)
- Audio Speech Signal Analysis for Early Autism Spectrum Disorder DetectionAssil Jaby, Md Baharul Islam · 2023 · Innovations in Intelligent Systems and Applications Conference (ASYU)
- OptimizedFeature Selection and Transformations for Early Stage Prediction of Autism Using Supervised Machine Learning ModelsK. N. Praveena, R Mahalakshmi, Manjunath C, Ahmad Faiz Zubair, Periyasami Karthikeyan · 2023 · International Journal of Modern Education and Computer Science
- The possibilities of natural and artificial intelligence combining in educational systemsAfsana Abdullaeva, Elena V. Averchenko, Tat'yana Aleksandrova, Igor' Amiryan, Anna Artamonova, Timur Beterbiev, Denis Boyko, Andrey Bondarev, Elena Grebenyuk, Adrian Grosu et al. · 2023 · Publishing Center RIOR eBooks
- Early diagnostic value of home video–based machine learning in autism spectrum disorder: a meta-analysisLongjie Jin, Hualei Cui, Peiyuan Zhang, Chunquan Cai · 2024 · European Journal of Pediatrics
- Early Detection of Autism Spectrum Disorder Using AI and Machine Learning Models: A Systematic Review for Effective InterventionPushpmala Nawghare, Jayashree Rajesh Prasad · 2024 · IEEE Pune Section International Conference (PuneCon)
- Detecting ADHD through natural language processing and stylometric analysis of adolescent narrativesJuan Barrios, Elena Poznyak, Jessica Lee Samson, Halima Rafi, Simon Gabay, Florian Cafiero, Martin Debbané · 2025 · Frontiers in Child and Adolescent Psychiatry
- Artificial intelligence in autism spectrum disorder: A path to early detection and improved outcomesPrakriti Pokhrel, Surbhi Joshi, Laraib Fatima · 2025 · Asian Journal of Psychiatry
- EMD-based analysis of complexity with dissociated EEG amplitude and frequency information: a data-driven robust tool -for Autism diagnosis- compared to multi-scale entropy approachEnas Abdulhay, Maha Alafeef, Hikmat Hadoush, V. Venkataraman, N. Arunkumar · 2022 · Mathematical Biosciences & Engineering
- A Clinical Validity-Preserving Machine Learning Approach for Behavioral Assessment of Autism Spectrum DisorderAbdulmalik Ahmad Lawan, Nadire Çavuş · 2022 · OBM Neurobiology
- A Novel Pupillometric-Based Application for the Automated Detection of ADHD Using Machine LearningWilliam Das, Shubh Khanna · 2020 · ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB)
- Activity Recognition for Autism Diagnosis.Anish Lakkapragada, Peter Yigitcan Washington, Dennis Paul Wall · 2021 · arXiv (Cornell University)
- Applying artificial intelligence in neurodevelopmental disorders management and researchSiham Mohamed, Adam Ben-Jaafar, Mabel Frimpong, Subham Roy, Vivek Sanker, Princess Afia Nkrumah-Boateng, Shahzeb Imran, Ahmed Abdul Mumeen, Suhur Mohamed, Wireko Andrew Awuah · 2026 · European journal of medical research
- A deep learning predictive classifier for autism screening and diagnosisHaishuai Wang, Lianhua Chi, Hong Yang, Li Li, Ziping Zhao · 2021 · Elsevier eBooks
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- Population-based detection of children ASD/ADHD comorbidity from atypical sensory processingManuel Fernández-Delgado, Sara Cruz, Eva Cernadas, Heba Alateyat, María Tubío-Fungueiriño, Adriana Sampaio, Ángel Carracedo, Montse Fernández‐Prieto · 2024 · Applied Intelligence
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