{"id":"https://openalex.org/W2502279232","doi":null,"title":"Detecting Depression of Cancer Patients with Daily Mental Health Logs from Mobile Applications Completed Research Paper","display_name":"Detecting Depression of Cancer Patients with Daily Mental Health Logs from Mobile Applications Completed Research Paper","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2502279232","mag":"2502279232"},"language":"en","primary_location":{"id":"mag:2502279232","doi":null,"is_oa":false,"landing_page_url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1551&context=icis2015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5006206421","display_name":"Junetae Kim","orcid":"https://orcid.org/0000-0002-4278-3491","observed_orcids":["https://orcid.org/0000-0002-4278-3491"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junetae Kim","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4278-3491","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074720964","display_name":"Sanghee Lim","orcid":"https://orcid.org/0000-0002-0893-9712","observed_orcids":["https://orcid.org/0000-0002-0893-9712"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sanghee Lim","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0893-9712","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082561137","display_name":"Byungtae Lee","orcid":"https://orcid.org/0000-0003-2332-4940","observed_orcids":["https://orcid.org/0000-0003-2332-4940"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Byungtae Lee","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2332-4940","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100766473","display_name":"Jong Won Lee","orcid":"https://orcid.org/0000-0001-7875-1603","observed_orcids":["https://orcid.org/0000-0001-7875-1603"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jong Won Lee","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7875-1603","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5112203533","display_name":"Yong Sik Shin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong Sik Shin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.5512999892234802,"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"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.5512999892234802,"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.1256999969482422,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.08959999680519104,"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-detection","display_name":"depression detection","score":0.9750000238418579},{"id":"https://openalex.org/keywords/breast-cancer-patients","display_name":"breast cancer patients","score":0.8460000157356262},{"id":"https://openalex.org/keywords/self-reported-mental-health","display_name":"self-rated mental health","score":0.5770000219345093},{"id":"https://openalex.org/keywords/data-validity","display_name":"data validity","score":0.5960000157356262},{"id":"https://openalex.org/keywords/screening-test-accuracy","display_name":"screening accuracy","score":0.6729999780654907},{"id":"https://openalex.org/keywords/user-adherence","display_name":"user adherence","score":0.6660000085830688},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.6869999766349792}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.8047964572906494},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.5783616304397583},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.5300219655036926},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4580778479576111},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4549843370914459},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3981059193611145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39809471368789673},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.353855699300766},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3224232792854309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26056158542633057},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23714607954025269},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.1161331832408905},{"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":"mag:2502279232","doi":null,"is_oa":false,"landing_page_url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1551&context=icis2015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":1.0,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1505165773","https://openalex.org/W1506052972","https://openalex.org/W1883569704","https://openalex.org/W1905870215","https://openalex.org/W1956286140","https://openalex.org/W1965507395","https://openalex.org/W1969776198","https://openalex.org/W1973907033","https://openalex.org/W1975071629","https://openalex.org/W1975911018","https://openalex.org/W1977221974","https://openalex.org/W1980322996","https://openalex.org/W1989387083","https://openalex.org/W1989866373","https://openalex.org/W1993832235","https://openalex.org/W1995705474","https://openalex.org/W2004120979","https://openalex.org/W2005840626","https://openalex.org/W2006893169","https://openalex.org/W2013841756","https://openalex.org/W2014179994","https://openalex.org/W2022316942","https://openalex.org/W2025871175","https://openalex.org/W2039663770","https://openalex.org/W2048126551","https://openalex.org/W2052931809","https://openalex.org/W2057242246","https://openalex.org/W2064177412","https://openalex.org/W2064739377","https://openalex.org/W2074473878","https://openalex.org/W2077461089","https://openalex.org/W2078317912","https://openalex.org/W2079780425","https://openalex.org/W2079810029","https://openalex.org/W2084011691","https://openalex.org/W2091268377","https://openalex.org/W2091708498","https://openalex.org/W2100139141","https://openalex.org/W2101621119","https://openalex.org/W2102155358","https://openalex.org/W2108609361","https://openalex.org/W2113340208","https://openalex.org/W2129010267","https://openalex.org/W2129072523","https://openalex.org/W2134126803","https://openalex.org/W2135374245","https://openalex.org/W2135614762","https://openalex.org/W2137665561","https://openalex.org/W2138458556","https://openalex.org/W2138765817","https://openalex.org/W2139062201","https://openalex.org/W2140126661","https://openalex.org/W2141103417","https://openalex.org/W2144701782","https://openalex.org/W2153073712","https://openalex.org/W2153634321","https://openalex.org/W2168251087","https://openalex.org/W2169829419"],"related_works":["https://openalex.org/W2211596012","https://openalex.org/W2498898584","https://openalex.org/W3003035376","https://openalex.org/W2520200645","https://openalex.org/W4399730588","https://openalex.org/W2410914019","https://openalex.org/W4389542593","https://openalex.org/W4235303344","https://openalex.org/W2987725842","https://openalex.org/W2513347648"],"abstract_inverted_index":{"Mobile":[0],"mental":[1,10,40,85,103,121],"health":[2,41,86,104,122],"trackers,":[3,42],"the":[4,33,36,51,58,73,114],"mobile":[5,84,102],"applications":[6],"that":[7,70],"gather":[8],"self-reported":[9],"logs":[11,123],"from":[12,18,39,83,125],"users,":[13],"have":[14,29],"gained":[15],"recent":[16],"attention":[17],"clinicians":[19],"as":[20,90,139,141],"a":[21,46],"tool":[22],"for":[23,148],"detecting":[24],"patients\u2019":[25,95],"depression.":[26],"However,":[27],"critics":[28],"raised":[30],"questions":[31,49],"about":[32],"validity":[34],"of":[35,116,119],"data":[37],"collected":[38,81,124],"which":[43],"ask":[44],"only":[45],"few":[47],"simple":[48],"using":[50,113],"face":[52],"emoticon":[53],"scale.":[54],"Our":[55,130],"research":[56],"is":[57],"first":[59],"study":[60],"to":[61,72,93,101],"address":[62],"this":[63],"issue,":[64],"and":[65,97,135],"we":[66],"provide":[67,145],"theoretical":[68],"discussion":[69],"leads":[71],"following":[74],"hypotheses:":[75],"(1)":[76],"simpler":[77],"but":[78],"larger":[79],"datasets":[80],"daily":[82,120],"trackers":[87,105],"can":[88],"serve":[89],"good":[91],"indicators":[92],"detect":[94],"depression,":[96],"(2)":[98],"higher":[99],"adherence":[100],"enhances":[106],"screening":[107],"accuracy.":[108],"We":[109],"tested":[110],"our":[111],"hypotheses":[112],"dataset":[115],"5,792":[117],"sets":[118],"78":[126],"breast":[127],"cancer":[128],"patients.":[129],"random":[131],"logistic":[132],"panel":[133],"regression":[134],"ROC":[136],"analysis":[137],"results,":[138],"well":[140],"k-means":[142],"clustering":[143],"analysis,":[144],"strong":[146],"supports":[147],"both":[149],"hypotheses.":[150]},"counts_by_year":[],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2016-08-23T00:00:00"}