{"id":"https://openalex.org/W4404788959","doi":"https://doi.org/10.4018/979-8-3693-6996-8.ch010","title":"Innovative Approaches in Early Detection of Depression: Leveraging Facial Image Analysis and Real-Time Chabot Interventions","display_name":"Innovative Approaches in Early Detection of Depression: Leveraging Facial Image Analysis and Real-Time Chabot Interventions","publication_year":2024,"publication_date":"2024-11-15","ids":{"openalex":"https://openalex.org/W4404788959","doi":"https://doi.org/10.4018/979-8-3693-6996-8.ch010"},"language":"en","primary_location":{"id":"doi:10.4018/979-8-3693-6996-8.ch010","doi":"https://doi.org/10.4018/979-8-3693-6996-8.ch010","is_oa":true,"landing_page_url":"https://doi.org/10.4018/979-8-3693-6996-8.ch010","pdf_url":null,"source":{"id":"https://openalex.org/S4210168370","display_name":"Advances in information security, privacy, and ethics book series","issn_l":"1948-9730","issn":["1948-9730","1948-9749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Information Security, Privacy, and Ethics","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4404788860","display_name":"Modern Advancements in Surveillance Systems and Technologies"},"type":"book-chapter","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.4018/979-8-3693-6996-8.ch010","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034590707","display_name":"Rasmita Kumari Mohanty","orcid":"https://orcid.org/0000-0002-5828-5649","observed_orcids":["https://orcid.org/0000-0002-5828-5649"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rasmita Kumari Mahanty","raw_affiliation_strings":["VNR Vignana Jyothi Institute of Engineering and Technology, India"],"raw_orcid":"https://orcid.org/0000-0002-5828-5649","affiliations":[{"raw_affiliation_string":"VNR Vignana Jyothi Institute of Engineering and Technology, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010872096","display_name":"Amrita Budarapu","orcid":"https://orcid.org/0009-0001-4911-5074","observed_orcids":["https://orcid.org/0009-0001-4911-5074"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amrita Budarapu","raw_affiliation_strings":["G. Narayanamma Institute of Technology and Science, India"],"raw_orcid":"https://orcid.org/0009-0001-4911-5074","affiliations":[{"raw_affiliation_string":"G. Narayanamma Institute of Technology and Science, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nayan Rai","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nayan Rai","raw_affiliation_strings":["G. Narayanamma Institute of Technology and Science, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"G. Narayanamma Institute of Technology and Science, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092027635","display_name":"C. Bhagyashree","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C. Bhagyashree","raw_affiliation_strings":["G. Narayanamma Institute of Technology and Science, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"G. Narayanamma Institute of Technology and Science, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5174,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60880993,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"235","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.0012000000569969416,"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":0.0007999999797903001,"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/depression","display_name":"depression","score":0.9679999947547913},{"id":"https://openalex.org/keywords/early-detection","display_name":"early detection","score":0.9929999709129333},{"id":"https://openalex.org/keywords/facial-image-analysis","display_name":"facial image analysis","score":0.7979999780654907},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"emotion recognition","score":0.7279999852180481},{"id":"https://openalex.org/keywords/mental-health-screening","display_name":"mental health screening","score":0.5889999866485596},{"id":"https://openalex.org/keywords/suicide-risk","display_name":"suicide risk","score":0.6159999966621399}],"concepts":[{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.5837637782096863},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4411430060863495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3350391089916229},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09727224707603455},{"id":"https://openalex.org/C165556158","wikidata":"https://www.wikidata.org/wiki/Q83937","display_name":"Keynesian economics","level":1,"score":0.03443989157676697}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/979-8-3693-6996-8.ch010","doi":"https://doi.org/10.4018/979-8-3693-6996-8.ch010","is_oa":true,"landing_page_url":"https://doi.org/10.4018/979-8-3693-6996-8.ch010","pdf_url":null,"source":{"id":"https://openalex.org/S4210168370","display_name":"Advances in information security, privacy, and ethics book series","issn_l":"1948-9730","issn":["1948-9730","1948-9749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Information Security, Privacy, and Ethics","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.4018/979-8-3693-6996-8.ch010","doi":"https://doi.org/10.4018/979-8-3693-6996-8.ch010","is_oa":true,"landing_page_url":"https://doi.org/10.4018/979-8-3693-6996-8.ch010","pdf_url":null,"source":{"id":"https://openalex.org/S4210168370","display_name":"Advances in information security, privacy, and ethics book series","issn_l":"1948-9730","issn":["1948-9730","1948-9749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Information Security, Privacy, and Ethics","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8371999859809875,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3204133678","https://openalex.org/W7136032782","https://openalex.org/W4410239376","https://openalex.org/W4404419068","https://openalex.org/W7162434255","https://openalex.org/W4408401124","https://openalex.org/W4412404919","https://openalex.org/W4391093423","https://openalex.org/W4409475560","https://openalex.org/W4387970239"],"abstract_inverted_index":{"This":[0],"chapter":[1],"study":[2,76],"is":[3,41,47],"about":[4],"Depression":[5],"and":[6,10,19,25,37,61,64,90],"it's":[7],"a":[8,48,80],"prevalent":[9],"significant":[11],"medical":[12],"disorder":[13],"that":[14,51,106],"significantly":[15],"affects":[16],"emotions,":[17],"thoughts,":[18],"behaviors.":[20],"As":[21],"such,":[22],"early":[23,86],"detection":[24,87],"care":[26],"are":[27,107],"necessary":[28],"to":[29,78,91],"limit":[30],"its":[31],"severe":[32],"repercussions,":[33],"which":[34],"include":[35],"suicide":[36],"self-harm.":[38],"Determining":[39],"who":[40],"suffering":[42],"from":[43],"mental":[44],"health":[45],"issues":[46],"difficult":[49],"task":[50],"has":[52],"historically":[53],"relied":[54],"on":[55],"techniques":[56],"such":[57],"as":[58],"patient":[59],"interviews":[60],"Depression,":[62],"Anxiety,":[63],"Stress":[65],"(DAS)":[66],"scores.":[67],"Acknowledging":[68],"the":[69,85],"shortcomings":[70],"of":[71,88,98,111],"these":[72],"traditional":[73],"methods,":[74],"this":[75,101],"seeks":[77],"develop":[79],"model":[81],"designed":[82],"especially":[83],"for":[84,95],"depression":[89,112],"provide":[92],"individualized":[93],"recommendations":[94],"interventions.":[96],"Instead":[97],"verbal":[99],"self-evaluation,":[100],"approach":[102],"interprets":[103],"emotional":[104],"indicators":[105],"subtle":[108],"but":[109],"indicative":[110],"symptoms":[113],"using":[114],"facial":[115],"image":[116],"analysis.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2024-11-28T00:00:00"}
