{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T06:36:38Z","timestamp":1756190198457,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,9,21]],"date-time":"2020-09-21T00:00:00Z","timestamp":1600646400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,9,21]]},"DOI":"10.1145\/3388440.3412427","type":"proceedings-article","created":{"date-parts":[[2020,11,10]],"date-time":"2020-11-10T12:43:43Z","timestamp":1605012223000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["A Novel Pupillometric-Based Application for the Automated Detection of ADHD Using Machine Learning"],"prefix":"10.1145","author":[{"given":"William","family":"Das","sequence":"first","affiliation":[{"name":"Hunter College High School"}]},{"given":"Shubh","family":"Khanna","sequence":"additional","affiliation":[{"name":"Hunter College High School"}]}],"member":"320","published-online":{"date-parts":[[2020,11,10]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proceedings of the third International Workshop on Machine Learning in Systems Biology (Proceedings of Machine Learning Research","volume":"13","author":"Airola Antti","year":"2009","unstructured":"Antti Airola , Tapio Pahikkala , Willem Waegeman , Bernard De Baets , and Tapio Salakoski . 2009 . A comparison of AUC estimators in small-sample studies . In Proceedings of the third International Workshop on Machine Learning in Systems Biology (Proceedings of Machine Learning Research , Vol. 8). PMLR, Ljubljana, Slovenia, 3-- 13 . Antti Airola, Tapio Pahikkala, Willem Waegeman, Bernard De Baets, and Tapio Salakoski. 2009. A comparison of AUC estimators in small-sample studies. In Proceedings of the third International Workshop on Machine Learning in Systems Biology (Proceedings of Machine Learning Research, Vol. 8). PMLR, Ljubljana, Slovenia, 3--13."},{"key":"e_1_3_2_1_2_1","volume-title":"Castel","author":"Ariel Robert","year":"2014","unstructured":"Robert Ariel and Alan D . Castel . 2014 . Eyes wide open: enhanced pupil dilation when selectively studying important information. Experimental brain research 232, 1 (2014), 337--344. Robert Ariel and Alan D. Castel. 2014. Eyes wide open: enhanced pupil dilation when selectively studying important information. Experimental brain research 232, 1 (2014), 337--344."},{"key":"e_1_3_2_1_3_1","volume-title":"Machine Learning to Differentiate Between Positive and Negative Emotions Using Pupil Diameter. Frontiers in psychology 6","author":"Babiker Areej","year":"2015","unstructured":"Areej Babiker , Ibrahima Faye , Kristin Prehn , and Aamir Malik . 2015. Machine Learning to Differentiate Between Positive and Negative Emotions Using Pupil Diameter. Frontiers in psychology 6 ( 2015 ), 1921--1921. Areej Babiker, Ibrahima Faye, Kristin Prehn, and Aamir Malik. 2015. Machine Learning to Differentiate Between Positive and Negative Emotions Using Pupil Diameter. Frontiers in psychology 6 (2015), 1921--1921."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2016.1220069"},{"key":"e_1_3_2_1_5_1","volume-title":"Blumberg","author":"Danielson Melissa L.","year":"2018","unstructured":"Melissa L. Danielson , Rebecca H. Bitsko , Reem M. Ghandour , Joseph R. Holbrook , Michael D. Kogan , and Stephen J . Blumberg . 2018 . Prevalence of Parent-Reported ADHD Diagnosis and Associated Treatment Among U.S. Children and Adolescents, 2016. Journal of clinical child and adolescent psychology: the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association , Division 53 47, 2 (2018), 199--212. Melissa L. Danielson, Rebecca H. Bitsko, Reem M. Ghandour, Joseph R. Holbrook, Michael D. Kogan, and Stephen J. Blumberg. 2018. Prevalence of Parent-Reported ADHD Diagnosis and Associated Treatment Among U.S. Children and Adolescents, 2016. Journal of clinical child and adolescent psychology: the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53 47, 2 (2018), 199--212."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"M. Duda R. Ma N. Haber and D. P. Wall. 2016. Use of machine learning for behavioral distinction of autism and ADHD. Translational psychiatry 6 2 (2016) e732-e732.  M. Duda R. Ma N. Haber and D. P. Wall. 2016. Use of machine learning for behavioral distinction of autism and ADHD. Translational psychiatry 6 2 (2016) e732-e732.","DOI":"10.1038\/tp.2015.221"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhealeco.2010.06.003"},{"key":"e_1_3_2_1_8_1","volume-title":"Misdiagnosis of attention deficit hyperactivity disorder: 'Normal behaviour' and relative maturity. Paediatrics child health 20, 4","author":"Ford-Jones Polly Christine","year":"2015","unstructured":"Polly Christine Ford-Jones . 2015. Misdiagnosis of attention deficit hyperactivity disorder: 'Normal behaviour' and relative maturity. Paediatrics child health 20, 4 ( 2015 ), 200--202. Polly Christine Ford-Jones. 2015. Misdiagnosis of attention deficit hyperactivity disorder: 'Normal behaviour' and relative maturity. Paediatrics child health 20, 4 (2015), 200--202."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1177\/1087054707314028"},{"key":"e_1_3_2_1_10_1","volume-title":"Minzenberg","author":"Geng Joy J.","year":"2015","unstructured":"Joy J. Geng , Zachary Blumenfeld , Terence L. Tyson , and Michael J . Minzenberg . 2015 . Pupil diameter reflects uncertainty in attentional selection during visual search. Frontiers in human neuroscience 9 (2015), 435--435. Joy J. Geng, Zachary Blumenfeld, Terence L. Tyson, and Michael J. Minzenberg. 2015. Pupil diameter reflects uncertainty in attentional selection during visual search. Frontiers in human neuroscience 9 (2015), 435--435."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0891-5245(03)00073-7"},{"key":"e_1_3_2_1_12_1","volume-title":"Stevens","author":"Hamed Alaa M.","year":"2015","unstructured":"Alaa M. Hamed , Aaron J. Kauer , and Hanna E . Stevens . 2015 . Why the Diagnosis of Attention Deficit Hyperactivity Disorder Matters. Frontiers in psychiatry 6 (2015), 168--168. Alaa M. Hamed, Aaron J. Kauer, and Hanna E. Stevens. 2015. Why the Diagnosis of Attention Deficit Hyperactivity Disorder Matters. Frontiers in psychiatry 6 (2015), 168--168."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1080\/02783190409554245"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12402-014-0142-1"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2009.2016670"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-019-0037-2"},{"key":"e_1_3_2_1_18_1","volume-title":"Minshew","author":"Sweeney John A.","year":"2004","unstructured":"John A. Sweeney , Yukari Takarae , Carol Macmillan , Beatriz Luna , and Nancy J . Minshew . 2004 . Eye movements in neurodevelopmental disorders. Current Opinion in Neurology 17, 1 (2004). John A. Sweeney, Yukari Takarae, Carol Macmillan, Beatriz Luna, and Nancy J. Minshew. 2004. Eye movements in neurodevelopmental disorders. Current Opinion in Neurology 17, 1 (2004)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0165274"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0168087"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-08246-w"},{"key":"e_1_3_2_1_22_1","volume-title":"Spencer","author":"Wilens Timothy E.","year":"2010","unstructured":"Timothy E. Wilens and Thomas J . Spencer . 2010 . Understanding attention-deficit\/hyperactivity disorder from childhood to adulthood. Postgraduate medicine 122, 5 (2010), 97--109. Timothy E. Wilens and Thomas J. Spencer. 2010. Understanding attention-deficit\/hyperactivity disorder from childhood to adulthood. Postgraduate medicine 122, 5 (2010), 97--109."}],"event":{"name":"BCB '20: 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","sponsor":["SIGBio ACM Special Interest Group on Bioinformatics"],"location":"Virtual Event USA","acronym":"BCB '20"},"container-title":["Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3388440.3412427","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3388440.3412427","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:33:29Z","timestamp":1750199609000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3388440.3412427"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,21]]},"references-count":22,"alternative-id":["10.1145\/3388440.3412427","10.1145\/3388440"],"URL":"https:\/\/doi.org\/10.1145\/3388440.3412427","relation":{},"subject":[],"published":{"date-parts":[[2020,9,21]]},"assertion":[{"value":"2020-11-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}