{"id":"https://openalex.org/W4404031150","doi":"https://doi.org/10.1109/icccnt61001.2024.10725380","title":"Transforming Vitiligo Care with AI-Powered Psychosocial Assessments","display_name":"Transforming Vitiligo Care with AI-Powered Psychosocial Assessments","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031150","doi":"https://doi.org/10.1109/icccnt61001.2024.10725380"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725380","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/A5102963931","display_name":"T Anjali","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"T Anjali","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034138023","display_name":"S Abhishek","orcid":"https://orcid.org/0009-0003-4914-1007"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Abhishek","raw_affiliation_strings":["Rolls-Royce Inc,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Rolls-Royce Inc,Bangalore,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102963931"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":0.3456,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60955729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11144","display_name":"melanin and skin pigmentation","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11144","display_name":"melanin and skin pigmentation","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11013","display_name":"Skin Protection and Aging","score":0.9419000148773193,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10342","display_name":"Circadian rhythm and melatonin","score":0.9205999970436096,"subfield":{"id":"https://openalex.org/subfields/2807","display_name":"Endocrine and Autonomic Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vitiligo","display_name":"Vitiligo","score":0.9326075315475464},{"id":"https://openalex.org/keywords/psychosocial","display_name":"Psychosocial","score":0.809960126876831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44745203852653503},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39878571033477783},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.26113176345825195},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1923779547214508}],"concepts":[{"id":"https://openalex.org/C2779980618","wikidata":"https://www.wikidata.org/wiki/Q180152","display_name":"Vitiligo","level":2,"score":0.9326075315475464},{"id":"https://openalex.org/C150966472","wikidata":"https://www.wikidata.org/wiki/Q3410145","display_name":"Psychosocial","level":2,"score":0.809960126876831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44745203852653503},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39878571033477783},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.26113176345825195},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1923779547214508}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725380","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":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2092912419","https://openalex.org/W2367610698","https://openalex.org/W2410809716","https://openalex.org/W3012531490","https://openalex.org/W4281631159","https://openalex.org/W4306790140","https://openalex.org/W4324137437","https://openalex.org/W4376643418","https://openalex.org/W4385452568","https://openalex.org/W4386213681","https://openalex.org/W4386271598","https://openalex.org/W4390544044","https://openalex.org/W4391249000","https://openalex.org/W4391698311","https://openalex.org/W4395070063"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W3193583429","https://openalex.org/W2122536851","https://openalex.org/W1970734801","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W2361302679"],"abstract_inverted_index":{"The":[0],"psychological":[1,39,183],"well-being":[2],"of":[3,22,33,48,63,151,185],"individuals":[4],"with":[5,43,164,167],"vitiligo,":[6],"a":[7,20,149,175],"persistent":[8],"skin":[9,18],"illness":[10],"marked":[11],"by":[12,110],"prominent":[13],"white":[14],"patches":[15],"on":[16],"the":[17,31,38,50,56,61,111,124,140,182],"and":[19,36,83,91,116,148,158,180,187,194],"lack":[21],"pigmentation,":[23],"is":[24],"severely":[25],"compromised.":[26],"Conventional":[27],"methods":[28],"for":[29,178],"classifying":[30],"quality":[32],"life":[34],"impairment":[35],"predicting":[37],"effects":[40],"in":[41,55,139,146,153],"patients":[42],"vitiligo":[44,186],"often":[45],"fall":[46],"short":[47],"capturing":[49],"complex,":[51],"non-linear":[52],"connections":[53],"seen":[54],"data.":[57],"This":[58],"paper":[59],"explores":[60],"use":[62],"deep":[64,131],"learning":[65,132,171],"models":[66,90,133],"to":[67,79,190],"overcome":[68],"these":[69],"limitations.":[70],"We":[71],"developed":[72],"neural":[73],"network":[74],"architectures":[75,172],"that":[76,130],"are":[77,104,121,161],"used":[78],"predict":[80],"Depression,":[81],"Anxiety,":[82],"Stress":[84],"Scale":[85],"(DASS)":[86],"scores":[87,98,103,120],"using":[88,99,123],"regression":[89,125],"classify":[92],"Dermatology":[93],"Life":[94],"Quality":[95],"Index":[96],"(DLQI)":[97],"classification":[100,147,156],"models.":[101],"DLQI":[102],"divided":[105],"into":[106],"three":[107],"impact":[108],"categories":[109],"categorization":[112],"model:":[113],"\u201cLow,\u201d":[114],"\u201cModerate,\u201d":[115],"\u2018Migh.\u201d":[117],"Continuous":[118],"DASS":[119],"predicted":[122],"model.":[126],"Our":[127],"results":[128],"demonstrate":[129],"can":[134],"effectively":[135],"capture":[136],"complicated":[137],"patterns":[138],"data,":[141],"achieving":[142],"above":[143],"98%":[144],"accuracy":[145,160],"MSE":[150],"1.6":[152],"prediction.":[154],"Both":[155],"performance":[157],"prediction":[159],"much":[162],"higher":[163],"this":[165],"than":[166],"traditional":[168],"methods.":[169],"Deep":[170],"therefore":[173],"provide":[174],"solid":[176],"basis":[177],"understanding":[179],"treating":[181],"impacts":[184],"may":[188],"lead":[189],"enhanced":[191],"patient":[192],"management":[193],"targeted":[195],"therapy.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
