{"id":"https://openalex.org/W4404030500","doi":"https://doi.org/10.1109/icccnt61001.2024.10725038","title":"Balancing And Risks: Managing Machine Learning In Mental Health Applications","display_name":"Balancing And Risks: Managing Machine Learning In Mental Health Applications","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404030500","doi":"https://doi.org/10.1109/icccnt61001.2024.10725038"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725038","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021851654","display_name":"Sheela Upendra","orcid":"https://orcid.org/0000-0003-2413-1219"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sheela Upendra","raw_affiliation_strings":["Symbiosis International (Deemed University),Department of Symbiosis College of Nursing,Pune,India"],"affiliations":[{"raw_affiliation_string":"Symbiosis International (Deemed University),Department of Symbiosis College of Nursing,Pune,India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033629681","display_name":"Pushpendra Kumar Verma","orcid":"https://orcid.org/0000-0003-2777-5626"},"institutions":[{"id":"https://openalex.org/I191247993","display_name":"Shobhit University","ror":"https://ror.org/02z2sk479","country_code":"IN","type":"education","lineage":["https://openalex.org/I191247993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushpendra Kumar Verma","raw_affiliation_strings":["IIMT University,School of Computer Science and Applications,Meerut"],"affiliations":[{"raw_affiliation_string":"IIMT University,School of Computer Science and Applications,Meerut","institution_ids":["https://openalex.org/I191247993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086100555","display_name":"Prerana Gupta","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prerana Gupta","raw_affiliation_strings":["TMU,Department of Psychitary"],"affiliations":[{"raw_affiliation_string":"TMU,Department of Psychitary","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114515770","display_name":"M. Kulanthaivel","orcid":null},"institutions":[{"id":"https://openalex.org/I65220239","display_name":"Karpagam Academy of Higher Education","ror":"https://ror.org/00ssvzv66","country_code":"IN","type":"education","lineage":["https://openalex.org/I65220239"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Kulanthaivel","raw_affiliation_strings":["Karpagam Academy of Higher Education,Department of Microbiology,Coimbatore,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"Karpagam Academy of Higher Education,Department of Microbiology,Coimbatore,Tamil Nadu,India","institution_ids":["https://openalex.org/I65220239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039094193","display_name":"P. Karthigaikumar","orcid":null},"institutions":[{"id":"https://openalex.org/I65220239","display_name":"Karpagam Academy of Higher Education","ror":"https://ror.org/00ssvzv66","country_code":"IN","type":"education","lineage":["https://openalex.org/I65220239"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Karthigaikumar","raw_affiliation_strings":["Karpagam College of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"Karpagam College of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Tamil Nadu,India","institution_ids":["https://openalex.org/I65220239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068229477","display_name":"Vikas Maral","orcid":"https://orcid.org/0000-0001-6973-9987"},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikas B. Maral","raw_affiliation_strings":["Vishwakarma Institute of Information Technology,Computer Engineering,Pune,India"],"affiliations":[{"raw_affiliation_string":"Vishwakarma Institute of Information Technology,Computer Engineering,Pune,India","institution_ids":["https://openalex.org/I188963388"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5021851654"],"corresponding_institution_ids":["https://openalex.org/I244572783"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27141583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.47290000319480896,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.47290000319480896,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.45879998803138733,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.4408999979496002,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6752884387969971},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.49662691354751587},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.44046854972839355},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13789069652557373},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13081812858581543},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.10164210200309753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6752884387969971},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.49662691354751587},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.44046854972839355},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13789069652557373},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13081812858581543},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.10164210200309753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725038","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W46849891","https://openalex.org/W1564234399","https://openalex.org/W2015624925","https://openalex.org/W2280321044","https://openalex.org/W2285118877","https://openalex.org/W2559582770","https://openalex.org/W2610332124","https://openalex.org/W2664267452","https://openalex.org/W2792145227","https://openalex.org/W2803760365","https://openalex.org/W2896093194","https://openalex.org/W2899853723","https://openalex.org/W2902461656","https://openalex.org/W2908201961","https://openalex.org/W2909908543","https://openalex.org/W2917303411","https://openalex.org/W6753653664"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,127],"Evaluation":[1],"Technique,":[2],"which":[3],"uses":[4],"AI,":[5],"has":[6],"the":[7,12,32,151,155,163,184,233],"potential":[8,185],"to":[9,133,149,162,186,223],"completely":[10],"change":[11],"way":[13],"mental":[14,46,95,137,188],"health":[15,138,189,240],"services":[16],"are":[17],"provided.":[18],"An":[19],"overview":[20],"of":[21,109,129,166],"artificially":[22],"intelligent":[23],"technology":[24],"(AI)":[25],"and":[26,55,66,80,93,100,121,209,238],"its":[27,61],"most":[28],"recent":[29],"developments":[30],"in":[31,37,175],"medical":[33,110],"industry":[34],"is":[35,139,147,244],"provided":[36],"this":[38],"article.":[39],"It":[40],"also":[41],"reviews":[42],"current":[43],"research":[44,167],"on":[45,214],"health,":[47],"emphasizing":[48],"how":[49,170],"AI":[50,171,179],"may":[51,172],"help":[52,187],"with":[53,136],"diagnosis":[54],"therapy":[56,237],"while":[57],"taking":[58],"into":[59,102],"account":[60],"present":[62],"drawbacks,":[63],"unexplored":[64],"territory,":[65],"ethical":[67],"ramifications.":[68],"New":[69],"Developments:":[70],"We":[71],"have":[72],"taken":[73,222],"a":[74],"look":[75],"at":[76,198],"psychological":[77,86],"wellbeing":[78],"analyses":[79],"evaluations":[81,106],"that":[82,153,168],"classify":[83],"or":[84],"split":[85],"problems":[87],"like":[88],"discomfort,":[89],"extreme":[90],"personality":[91],"disorder,":[92],"various":[94],"illnesses,":[96],"such":[97],"suicide":[98],"ideas":[99],"attempts,":[101],"different":[103],"categories.":[104],"These":[105],"make":[107],"use":[108],"records,":[111],"scales":[112],"for":[113],"measuring":[114],"mood,":[115],"neuroimaging":[116],"data,":[117],"cutting-edge":[118],"monitoring":[119],"systems,":[120],"information":[122],"from":[123,228],"social":[124],"media":[125],"sites.":[126],"promise":[128],"statistical":[130],"machine":[131],"learning":[132],"treat":[134],"issues":[135],"shown":[140],"by":[141],"these":[142,159],"study":[143,243],"findings,":[144],"but":[145],"it":[146],"crucial":[148],"identify":[150],"methods":[152,180],"provide":[154],"greatest":[156],"outcomes.":[157],"Together,":[158],"investigations":[160],"add":[161],"expanding":[164],"corpus":[165],"shows":[169],"be":[173,206,221],"used":[174],"psychiatric":[176],"treatments.":[177],"As":[178],"develop,":[181],"they":[182],"hold":[183],"professionals":[190],"define":[191],"psychotic":[192],"symptoms":[193],"accurately,":[194],"recognize":[195],"chronic":[196],"illnesses":[197],"an":[199],"earlier,":[200],"asymptomatic":[201],"stage":[202],"when":[203],"measures":[204],"can":[205],"more":[207],"effective,":[208],"customize":[210],"treatment":[211],"plans":[212],"based":[213],"unique":[215],"patient":[216],"characteristics.":[217],"However,":[218],"care":[219],"must":[220],"avoid":[224],"extrapolating":[225],"too":[226],"soon":[227],"preliminary":[229],"results.":[230],"To":[231],"close":[232],"gap":[234],"between":[235],"clinical":[236],"behavioral":[239],"research,":[241],"further":[242],"necessary.":[245]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}