{"id":"https://openalex.org/W4387251677","doi":"https://doi.org/10.1109/ccis59572.2023.10263217","title":"Knowledge-enhanced Pre-training large language model for depression diagnosis and treatment","display_name":"Knowledge-enhanced Pre-training large language model for depression diagnosis and treatment","publication_year":2023,"publication_date":"2023-08-12","ids":{"openalex":"https://openalex.org/W4387251677","doi":"https://doi.org/10.1109/ccis59572.2023.10263217"},"language":"en","primary_location":{"id":"doi:10.1109/ccis59572.2023.10263217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis59572.2023.10263217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th International Conference on Cloud Computing and Intelligent Systems (CCIS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100753199","display_name":"Wang Xiao","orcid":"https://orcid.org/0000-0003-2305-2666"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["Shang Hai University Institute of Artificial Intelligence,Shanghai,China,200444"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shang Hai University Institute of Artificial Intelligence,Shanghai,China,200444","institution_ids":["https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101837477","display_name":"Kai Liu","orcid":"https://orcid.org/0000-0002-4219-5964"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Liu","raw_affiliation_strings":["Shang Hai University School of Computer Engineering and Science,Shanghai,China","Shang Hai University School of Computer Engineering and Science, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shang Hai University School of Computer Engineering and Science,Shanghai,China","institution_ids":["https://openalex.org/I113940042","https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shang Hai University School of Computer Engineering and Science, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100710372","display_name":"Chunlei Wang","orcid":"https://orcid.org/0000-0003-2574-7314"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlei Wang","raw_affiliation_strings":["Shang Hai University Institute of Artificial Intelligence,Shanghai,China,200444"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shang Hai University Institute of Artificial Intelligence,Shanghai,China,200444","institution_ids":["https://openalex.org/I4210100255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"532","last_page":"536"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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":0.9962000250816345,"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"}},{"id":"https://openalex.org/T10272","display_name":"Mental Health Treatment and Access","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/depression","display_name":"Depression (economics)","score":0.6866663694381714},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4701058268547058},{"id":"https://openalex.org/keywords/proposition","display_name":"Proposition","score":0.4637487530708313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4490078091621399},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4210142493247986},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41613611578941345},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4149470031261444},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.38685959577560425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3742210566997528},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.3710077702999115},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3260599374771118},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07783064246177673}],"concepts":[{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.6866663694381714},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4701058268547058},{"id":"https://openalex.org/C2777152325","wikidata":"https://www.wikidata.org/wiki/Q108163","display_name":"Proposition","level":2,"score":0.4637487530708313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4490078091621399},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4210142493247986},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41613611578941345},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4149470031261444},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38685959577560425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3742210566997528},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3710077702999115},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3260599374771118},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07783064246177673},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis59572.2023.10263217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis59572.2023.10263217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th International Conference on Cloud Computing and Intelligent Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2787427645","https://openalex.org/W3003967326","https://openalex.org/W3097146093","https://openalex.org/W3129314729","https://openalex.org/W3158220990","https://openalex.org/W4210455994","https://openalex.org/W4214873408"],"related_works":["https://openalex.org/W2349990005","https://openalex.org/W19473193","https://openalex.org/W2369153420","https://openalex.org/W2388815250","https://openalex.org/W150594749","https://openalex.org/W2394094611","https://openalex.org/W1583422155","https://openalex.org/W1649619740","https://openalex.org/W3213252596","https://openalex.org/W1534006406"],"abstract_inverted_index":{"Depression,":[0],"a":[1,13,19,36,69],"pervasive":[2],"psychiatric":[3],"disorder":[4],"characterized":[5],"by":[6,74,98],"concealment,":[7],"dependence":[8],"on":[9,22],"expert":[10,75],"judgment,":[11],"and":[12,28,51,66,102],"notable":[14],"rate":[15],"of":[16,30,38,80,85,104],"misdiagnosis,":[17],"poses":[18],"substantial":[20],"burden":[21,97],"society.":[23],"To":[24],"enhance":[25],"the":[26,56,78,83,95,100],"diagnosis":[27,65,101],"treatment":[29,67,86,103],"depression,":[31],"this":[32],"study":[33],"puts":[34],"forth":[35],"proposition":[37],"employing":[39],"knowledge-enhanced":[40],"pre-training":[41],"technology":[42],"leveraging":[43],"large":[44],"language":[45],"models.":[46],"By":[47],"integrating":[48],"domain":[49],"knowledge":[50,53],"depression":[52,64],"graph":[54],"directives,":[55],"pre-trained":[57],"model":[58],"undergoes":[59],"optimization.":[60],"Expert":[61],"involvement":[62],"in":[63],"fosters":[68],"guided":[70],"learning":[71],"process":[72],"facilitated":[73],"feedback.":[76],"Through":[77],"application":[79],"dialogue":[81],"therapy,":[82],"efficacy":[84],"is":[87],"augmented.":[88],"This":[89],"technical":[90],"approach":[91],"aims":[92],"to":[93],"ameliorate":[94],"societal":[96],"improving":[99],"depressed":[105],"individuals.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
