{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T14:25:46Z","timestamp":1753885546490,"version":"3.41.2"},"reference-count":16,"publisher":"World Scientific Pub Co Pte Ltd","issue":"02","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Comp. Intel. Appl."],"published-print":{"date-parts":[[2019,6]]},"abstract":"<jats:p> The paper aims at establishing the output-to-input relationship of the real-life adult depression data using a neural network (NN) model. The said model has been developed to diagnose and detect the associated severity (grade) of the illness. An intelligent NN-based reverse model has been trained through batch mode and put to test on another set of real-life data. Reverse mapping of this model has been developed to isolate significantly contributing input components (factors) for any given case to expedite the preventive procedure for further deterioration as well as the start of treatment. <\/jats:p>","DOI":"10.1142\/s1469026819500147","type":"journal-article","created":{"date-parts":[[2019,6,13]],"date-time":"2019-06-13T11:00:42Z","timestamp":1560423642000},"source":"Crossref","is-referenced-by-count":2,"title":["Neural Network-Based Diagnostic Tool for Identifying the Factors Responsible for Depression"],"prefix":"10.1142","volume":"18","author":[{"given":"Kumar","family":"Ashish","sequence":"first","affiliation":[{"name":"Department of Mechanical Engineering, NIT Durgapur, West Bengal 713209, India"}]},{"given":"Subhagata","family":"Chattopadhyay","sequence":"additional","affiliation":[{"name":"Subhagata Chattopadhyay Product Architect (AI, ML), Doc4docs Meditech Pvt. Ltd., India"}]},{"given":"Xiao-Zhi","family":"Gao","sequence":"additional","affiliation":[{"name":"School of Computing, University of Eastern Finland, Kuopio, Finland"}]},{"given":"Nirmal Baran","family":"Hui","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, NIT Durgapur, West Bengal 713209, India"}]}],"member":"219","published-online":{"date-parts":[[2019,7,12]]},"reference":[{"key":"S1469026819500147BIB002","doi-asserted-by":"publisher","DOI":"10.1192\/bjp.bp.111.094722"},{"key":"S1469026819500147BIB003","doi-asserted-by":"publisher","DOI":"10.1007\/s00127-009-0067-8"},{"key":"S1469026819500147BIB005","doi-asserted-by":"publisher","DOI":"10.1002\/pnp.206"},{"key":"S1469026819500147BIB006","first-page":"31","volume":"5","author":"Yu S.-C.","year":"2008","journal-title":"WSEAS Trans. Inf. Sci. Appl."},{"key":"S1469026819500147BIB007","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2008.2010138"},{"key":"S1469026819500147BIB008","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-11676-6_7"},{"key":"S1469026819500147BIB009","doi-asserted-by":"publisher","DOI":"10.1504\/IJBIDM.2007.013934"},{"key":"S1469026819500147BIB010","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-011-9759-1"},{"key":"S1469026819500147BIB011","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12000"},{"key":"S1469026819500147BIB012","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0394.2012.00618.x"},{"key":"S1469026819500147BIB013","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-011-9683-4"},{"key":"S1469026819500147BIB014","doi-asserted-by":"publisher","DOI":"10.1109\/ICICIC.2007.186"},{"key":"S1469026819500147BIB015","doi-asserted-by":"publisher","DOI":"10.5099\/aj140300166"},{"key":"S1469026819500147BIB016","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2006.04.004"},{"key":"S1469026819500147BIB017","doi-asserted-by":"publisher","DOI":"10.1192\/bjp.bp.109.069617"},{"key":"S1469026819500147BIB018","doi-asserted-by":"publisher","DOI":"10.1016\/j.aci.2014.01.001"}],"container-title":["International Journal of Computational Intelligence and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S1469026819500147","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T03:17:47Z","timestamp":1665371867000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/10.1142\/S1469026819500147"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6]]},"references-count":16,"journal-issue":{"issue":"02","published-print":{"date-parts":[[2019,6]]}},"alternative-id":["10.1142\/S1469026819500147"],"URL":"https:\/\/doi.org\/10.1142\/s1469026819500147","relation":{},"ISSN":["1469-0268","1757-5885"],"issn-type":[{"type":"print","value":"1469-0268"},{"type":"electronic","value":"1757-5885"}],"subject":[],"published":{"date-parts":[[2019,6]]},"article-number":"1950014"}}