{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T16:49:24Z","timestamp":1782924564132,"version":"3.54.5"},"reference-count":80,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,10]]},"DOI":"10.1109\/healthcom46333.2019.9009437","type":"proceedings-article","created":{"date-parts":[[2020,2,28]],"date-time":"2020-02-28T09:57:10Z","timestamp":1582883830000},"page":"1-6","source":"Crossref","is-referenced-by-count":43,"title":["High-performance exclusion of schizophrenia using a novel machine learning method on EEG data"],"prefix":"10.1109","author":[{"given":"Ricardo","family":"Buettner","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Hirschmiller","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kevin","family":"Schlosser","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Manfred","family":"Rossle","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marc","family":"Fernandes","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ingo J.","family":"Timm","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2020.396"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/HealthCom46333.2019.9009608"},{"key":"ref71","article-title":"High-performance detection of epilepsy in seizure-free EEG recordings: A novel machine learning approach using very specific epileptic EEG sub-bands","author":"buettner","year":"0"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2020.393"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/ICEBE.2013.1"},{"key":"ref77","first-page":"207","article-title":"Trust as an Integral Part for Success of Cloud Computing","author":"meixner","year":"2012","journal-title":"ICIW 2012 Proc"},{"key":"ref74","article-title":"Towards a New Personal Information Technology Acceptance Model: Conceptualization and Empirical Evidence from a Bring Your Own Device Dataset","author":"buettner","year":"2015","journal-title":"AMCIS 2015 Proc"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2016.272"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"735","DOI":"10.3844\/jcssp.2006.735.739","article-title":"Data Mining","volume":"2","author":"shalabi","year":"2006","journal-title":"Journal of Computer Science"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/WI-IATW.2006.7"},{"key":"ref79","first-page":"351","article-title":"The State of the Art in Automated Negotiation Models of the Behavior and Information Perspective","volume":"1","author":"buettner","year":"2006","journal-title":"ITSSA"},{"key":"ref33","first-page":"145","article-title":"Independent Component Analysis of Electroencephalographic Data","volume":"8","author":"makeig","year":"1996","journal-title":"Proceeding NIPS"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1995.7.6.1129"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s10877-009-9188-6"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0188629"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2006.12.004"},{"key":"ref36","article-title":"Machine Learning based Diagnosis of Diseases Using the Unfolded EEG Spectra: Towards an Intelligent Software Sensor","volume":"32","author":"buettner","year":"2019","journal-title":"Lnis"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"34","DOI":"10.5120\/5769-7993","article-title":"Power Spectrum Analysis of EEG Signals for Estimating Visual Attention","volume":"42","author":"kumar ahirwal","year":"2012","journal-title":"International Journal of Computer Applications"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1017\/S0048577200980259"},{"key":"ref60","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1007\/978-3-319-18702-0_16","article-title":"Investigation of the Relationship Between Visual Website Complexity and Users’ Mental Workload: A NeuroIS Perspective","volume":"10","author":"buettner","year":"2015","journal-title":"Information Systems and Neuroscience"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2015.70"},{"key":"ref61","article-title":"Cognitive Workload Induced by Information Systems: Introducing an Objective Way of Measuring based on Pupillary Diameter Responses","author":"buettner","year":"2013","journal-title":"SIGHCI 2013 Proceedings"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.17705\/1thci.00103"},{"key":"ref28","article-title":"EEG in schizophrenia","author":"olejarczyk","year":"2017","journal-title":"RepOD"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67431-5_22"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2019.455"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-41402-7_14"},{"key":"ref66","first-page":"52","article-title":"Analyzing Mental Workload States on the Basis of the Pupillary Hippus","author":"buettner","year":"2014","journal-title":"NeuroIS 2014 Proceedings"},{"key":"ref29","article-title":"The ten-twenty electrode system of the International Federation","author":"jasper","year":"1958","journal-title":"Electroencephalography and Clinical Neurophysiology"},{"key":"ref67","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1007\/978-3-030-01087-4_21","article-title":"Microsaccades as a Predictor of a User’s Level of Concentration","volume":"29","author":"buettner","year":"2018","journal-title":"Information Systems and Neuroscience"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1027\/1015-5759\/a000312"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2014.09.011"},{"key":"ref2","article-title":"Factsheet on Promoting Mental Health","year":"2018","journal-title":"Health at a Glance Europe Paris"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(15)01121-6"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-1684(97)00038-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.neulet.2014.12.064"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.07.037"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2913799"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2016.2558824"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41563-019-0345-0"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0300-7"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s12525-017-0248-3"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2015.220"},{"key":"ref59","first-page":"260","article-title":"Social inclusion in eParticipation and eGovernment solutions: A systematic laboratory-experimental approach using objective psychophysiological measures","volume":"p 221","author":"buettner","year":"2013","journal-title":"GI Lecture Notes in Informatics P"},{"key":"ref58","first-page":"37","article-title":"Cognitive Workload of Humans Using Artificial Intelligence Systems: Towards Objective Measurement Applying Eye-Tracking Technology","volume":"8077","author":"buettner","year":"2013","journal-title":"Lecture Notes in Artificial Intelligence"},{"key":"ref57","article-title":"A user’s cognitive workload perspective in negotiation support systems: An eye-tracking experiment","author":"buettner","year":"2016","journal-title":"PACIS 2016 Proceedings"},{"key":"ref56","article-title":"Objective measures of IS usage behavior under conditions of experience and pressure using eye fixation data","author":"eckhardt","year":"2013","journal-title":"Proc ICISA 2013"},{"key":"ref55","article-title":"The Influence of Pressure to Perform and Experience on Changing Perceptions and User Performance: A Multi-Method Experimental Analysis","author":"eckhardt","year":"2012","journal-title":"Proceedings of ICIS 2012"},{"key":"ref54","article-title":"Asking both the User’s Brain and its Owner using Subjective and Objective Psychophysiological NeuroIS Instruments","author":"buettner","year":"2017","journal-title":"Proc ICIST 2017"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/HealthCom46333.2019.9009429"},{"key":"ref52","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1007\/978-3-030-01087-4_30","article-title":"Asking Both the User’s Heart and Its Owner: Empirical Evidence for Substance Dualism","volume":"29","author":"buettner","year":"2018","journal-title":"Information Systems and Neuroscience"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/BF01991778"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1001\/archpsyc.55.6.540"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2018.036"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"1548","DOI":"10.1176\/ajp.153.12.1548","article-title":"Cortical gray matter volume deficit in patients with first-episode schizophrenia","volume":"153","author":"lim","year":"1996","journal-title":"American Journal of Psychiatry"},{"key":"ref13","first-page":"59","article-title":"Functional neuroimaging: a brief overview and feasibility for use in chiropractic research","volume":"53","author":"lystad","year":"2009","journal-title":"J Can Chiropr Assoc"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa0905370"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/0006-3223(95)00300-6"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2013.12.008"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2011.07.025"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/schbul\/3.1.61"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1093\/schbul\/sbn021"},{"key":"ref80","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1007\/978-3-642-32273-0_13","article-title":"Argumentation-Based Negotiation? Negotiation-Based Argumentation!","volume":"123","author":"landes","year":"2012","journal-title":"E-Commerce and Web Technologies"},{"key":"ref4","year":"2018","journal-title":"Latest Trends"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(17)32154-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0316-z"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00134-017-4679-2"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"2565","DOI":"10.1016\/S0140-6736(16)32382-0","article-title":"Addressing addiction in the USA","volume":"388","author":"murthy","year":"2016","journal-title":"The Lancet"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1136\/qhc.12.2.143"},{"key":"ref49","article-title":"Personality as a predictor of business social media usage: An empirical investigation of XING usage patterns","author":"buettner","year":"2016","journal-title":"PACIS 2016 Proceedings"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.2307\/25148625"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2020.069"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2019.081"},{"key":"ref48","article-title":"Innovative Personality-based Digital Services","author":"buettner","year":"2016","journal-title":"PACIS 2016 Proceedings"},{"key":"ref47","article-title":"A novel Deep-Learning Approach for Automated Non-Destructive Testing in Quality Assurance based on Convolutional Neural Networks","author":"baumgartl","year":"0"},{"key":"ref42","first-page":"18","article-title":"Classification and Regression by randomForest","volume":"2","author":"liaw","year":"2002","journal-title":"R News"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s12525-016-0228-z"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"1289","DOI":"10.1016\/j.procs.2018.08.078","article-title":"Hardcore Gamer Profiling: Results from an unsupervised learning approach to playing behavior on the Steam platform","volume":"126","author":"baumann","year":"2018","journal-title":"Procedia Computer Science"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1001\/archpsyc.55.5.443"}],"event":{"name":"2019 IEEE International Conference on E-health Networking, Application & Services (HealthCom)","location":"Bogota, Colombia","start":{"date-parts":[[2019,10,14]]},"end":{"date-parts":[[2019,10,16]]}},"container-title":["2019 IEEE International Conference on E-health Networking, Application & Services (HealthCom)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8994960\/9009428\/09009437.pdf?arnumber=9009437","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,27]],"date-time":"2023-09-27T19:45:39Z","timestamp":1695843939000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9009437\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":80,"URL":"https:\/\/doi.org\/10.1109\/healthcom46333.2019.9009437","relation":{},"subject":[],"published":{"date-parts":[[2019,10]]}}}