{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,10]],"date-time":"2026-10-10T05:37:44Z","timestamp":1791610664536,"version":"4.3.4"},"reference-count":60,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2021,12,24]],"date-time":"2021-12-24T00:00:00Z","timestamp":1640304000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"State Agency of Alcohol Related Problems","award":["16\/2021\/DEA"],"award-info":[{"award-number":["16\/2021\/DEA"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>In this paper Naive Bayesian classifiers were applied for the purpose of differentiation between the EEG signals recorded from children with Fetal Alcohol Syndrome Disorders (FASD) and healthy ones. This work also provides a brief introduction to the FASD itself, explaining the social, economic and genetic reasons for the FASD occurrence. The obtained results were good and promising and indicate that EEG recordings can be a helpful tool for potential diagnostics of FASDs children affected with it, in particular those with invisible physical signs of these spectrum disorders.<\/jats:p>","DOI":"10.3390\/s22010103","type":"journal-article","created":{"date-parts":[[2021,12,27]],"date-time":"2021-12-27T01:06:54Z","timestamp":1640567214000},"page":"103","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Pilot Study on Analysis of Electroencephalography Signals from Children with FASD with the Implementation of Naive Bayesian Classifiers"],"prefix":"10.3390","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6886-0136","authenticated-orcid":false,"given":"Katarzyna Anna","family":"Dyl\u0105g","sequence":"first","affiliation":[{"name":"St. Louis Children Hospital, 31-503 Krakow, Poland"},{"name":"Department of Pathophysiology, Jagiellonian University in Krakow\u2014Collegium Medicum, 31-121 Krakow, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5771-7334","authenticated-orcid":false,"given":"Wiktoria","family":"Wieczorek","sequence":"additional","affiliation":[{"name":"Department of Bioinformatics and Telemedicine, Jagiellonian University in Krakow\u2014Collegium Medicum, 30-688 Krakow, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8543-0995","authenticated-orcid":false,"given":"Waldemar","family":"Bauer","sequence":"additional","affiliation":[{"name":"Department of Automatic Control and Robotics, AGH University of Science and Technology, 30-059 Krakow, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5544-2514","authenticated-orcid":false,"given":"Piotr","family":"Walecki","sequence":"additional","affiliation":[{"name":"Department of Bioinformatics and Telemedicine, Jagiellonian University in Krakow\u2014Collegium Medicum, 30-688 Krakow, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bozena","family":"Bando","sequence":"additional","affiliation":[{"name":"St. Louis Children Hospital, 31-503 Krakow, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2054-143X","authenticated-orcid":false,"given":"Radek","family":"Martinek","sequence":"additional","affiliation":[{"name":"Department of Cybernetics and Biomedical Engineering, VSB\u2014Technical University Ostrava\u2014FEECS, 708 00 Ostrava-Poruba, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7826-1292","authenticated-orcid":false,"given":"Aleksandra","family":"Kawala-Sterniuk","sequence":"additional","affiliation":[{"name":"Faculty of Electrical Engineering, Opole University of Technology, 45-758 Opole, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2021,12,24]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1111\/cch.12817","article-title":"Comparing outcomes of children and youth with fetal alcohol spectrum disorder (FASD) in the child welfare system to those in other living situations in Canada: Results from the Canadian National FASD Database","volume":"47","author":"Burns","year":"2021","journal-title":"Child Care Health Dev."},{"key":"ref_2","unstructured":"Dang, K.D., Ryan, L.M., Akkaya-Hocagil, T., Cook, R.J., Richardson, G.A., Day, N.L., Coles, C.D., Olson, H.C., Jacobson, S.W., and Jacobson, J.L. 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