{"id":"https://openalex.org/W7147280720","doi":"https://doi.org/10.1063/5.0323435","title":"AI-driven mental health applications: Real-time analysis and early intervention","display_name":"AI-driven mental health applications: Real-time analysis and early intervention","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7147280720","doi":"https://doi.org/10.1063/5.0323435"},"language":"en","primary_location":{"id":"doi:10.1063/5.0323435","doi":"https://doi.org/10.1063/5.0323435","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0323435","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5114882189","display_name":"Swati Shirke-Deshmukh","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Swati Shirke-Deshmukh","raw_affiliation_strings":["Pimpri Chinchwad University, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pimpri Chinchwad University, Pune, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089343285","display_name":"Rahul Ganpatrao Sonkamble","orcid":"https://orcid.org/0000-0001-6075-9519","observed_orcids":["https://orcid.org/0000-0001-6075-9519"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rahul Ganpatrao Sonkamble","raw_affiliation_strings":["Pimpri Chinchwad University, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pimpri Chinchwad University, Pune, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083549977","display_name":"Suvarna Pansambal","orcid":"https://orcid.org/0000-0002-8920-1102","observed_orcids":["https://orcid.org/0000-0002-8920-1102"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suvarna Shirke-Pansambal","raw_affiliation_strings":["Atharv College of Engineering, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Atharv College of Engineering, Mumbai, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056118075","display_name":"Gurunath Gagan Machhale","orcid":"https://orcid.org/0009-0000-6323-9877","observed_orcids":["https://orcid.org/0009-0000-6323-9877"]},"institutions":[{"id":"https://openalex.org/I4210097370","display_name":"Sanjay Ghodawat University","ror":"https://ror.org/00tk46k54","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210097370"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gurunath Gagan Machhale","raw_affiliation_strings":["Sanjay Ghodawat University, Kolhapur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sanjay Ghodawat University, Kolhapur, India","institution_ids":["https://openalex.org/I4210097370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027760320","display_name":"Shailesh Pramod Bendale","orcid":"https://orcid.org/0000-0002-2055-8410","observed_orcids":["https://orcid.org/0000-0002-2055-8410"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shailesh P. Bendale","raw_affiliation_strings":["NBN Sinhgad School of Engineering, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NBN Sinhgad School of Engineering, Pune, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028359630","display_name":"Sudeep D. Thepade","orcid":"https://orcid.org/0000-0001-7809-4148","observed_orcids":["https://orcid.org/0000-0001-7809-4148"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sudeep Thepade","raw_affiliation_strings":["Pimpri Chinchwad University, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pimpri Chinchwad University, Pune, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5028359630","https://openalex.org/A5114882189"],"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":"3401","issue":null,"first_page":"020103","last_page":"020103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.46459999680519104,"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":0.46459999680519104,"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":0.22339999675750732,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.18410000205039978,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/real-time-analytics","display_name":"real-time analytics","score":0.7459999918937683},{"id":"https://openalex.org/keywords/early-intervention","display_name":"early intervention","score":0.7760000228881836},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"natural language processing","score":0.8140000104904175},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":1.0},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.9300000071525574},{"id":"https://openalex.org/keywords/behavioral-patterns","display_name":"behavioral patterns","score":0.43299999833106995},{"id":"https://openalex.org/keywords/speech-analysis","display_name":"speech analysis","score":0.8550000190734863},{"id":"https://openalex.org/keywords/physiological-signals","display_name":"physiological signals","score":0.9309999942779541},{"id":"https://openalex.org/keywords/social-media-data","display_name":"social media data","score":0.7789999842643738},{"id":"https://openalex.org/keywords/mobile-health","display_name":"mobile health","score":0.5929999947547913},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.777999997138977},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.9490000009536743},{"id":"https://openalex.org/keywords/patient-consent","display_name":"patient consent","score":0.8199999928474426},{"id":"https://openalex.org/keywords/ethical-ai-deployment","display_name":"ethical AI deployment","score":0.5400000214576721}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.6380000114440918},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5246999859809875},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5238999724388123},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.5001000165939331},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.34290000796318054},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3418999910354614},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.2711000144481659},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.24879999458789825},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.23770000040531158}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/5.0323435","doi":"https://doi.org/10.1063/5.0323435","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0323435","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.98580002784729,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2137296158","https://openalex.org/W2266871031","https://openalex.org/W2795307842","https://openalex.org/W2905810301","https://openalex.org/W2912581524","https://openalex.org/W2974765963","https://openalex.org/W2981869278","https://openalex.org/W3082767440"],"related_works":["https://openalex.org/W7118484407","https://openalex.org/W4415964374","https://openalex.org/W4410059383","https://openalex.org/W4404602429","https://openalex.org/W7151767474","https://openalex.org/W4406917315","https://openalex.org/W4409573155","https://openalex.org/W4406611222","https://openalex.org/W7165394866","https://openalex.org/W4409123380"],"abstract_inverted_index":{"The":[0,82],"growing":[1],"burden":[2,175],"of":[3,46,78,94,166],"mental":[4,27,79,118,137,173],"health":[5,28,80,119,138,174],"disorders":[6],"globally":[7],"calls":[8],"for":[9,12,129],"novel":[10],"solutions":[11],"early":[13,58,76],"diagnosis":[14],"and":[15,37,57,70,101,111,135,149,176,188],"treatment.":[16],"Holland":[17],"Hotel":[18],"Health":[19],"Agents":[20],"can":[21,50,116],"bridge":[22],"the":[23,44,73,127,164],"gap":[24],"between":[25],"traditional":[26],"care":[29,139],"systems":[30,159],"by":[31],"providing":[32],"timely":[33],"diagnosis,":[34],"increased":[35],"accessibility,":[36],"improved":[38],"personalization.":[39],"This":[40],"article":[41],"discusses":[42],"how":[43],"use":[45],"artificial":[47],"intelligence":[48],"(AI)":[49],"overcome":[51],"these":[52,190],"issues":[53],"through":[54,97],"real-time":[55,91],"analysis":[56],"warning.":[59],"Utilizing":[60],"AI":[61,114,130,158],"approaches":[62],"like":[63,144],"natural":[64],"language":[65],"processing":[66],"(NLP),":[67],"sentiment":[68],"analysis,":[69],"predictive":[71],"modeling,":[72],"research":[74,179],"emphasizes":[75],"detection":[77],"disorders.":[81],"contribution":[83],"proposed":[84],"is":[85],"an":[86],"overarching":[87],"framework":[88],"constituted":[89],"from":[90],"data":[92,145],"gathering":[93],"heterogeneous":[95],"nature":[96],"devices,":[98],"mobile":[99],"applications,":[100],"social":[102],"media":[103],"platforms.":[104],"Based":[105],"on":[106],"behavioral":[107],"patterns,":[108],"speech,":[109],"text,":[110],"physiological":[112],"data,":[113],"models":[115],"predict":[117],"risks":[120],"with":[121,192],"high":[122],"accuracy.":[123],"Results":[124],"point":[125],"to":[126,131,153,170,181],"potential":[128],"deliver":[132],"scalable,":[133],"efficient,":[134],"accessible":[136],"solutions.":[140],"It":[141],"covers":[142],"aspects":[143],"privacy,":[146],"bias":[147],"mitigation,":[148],"patient":[150],"consent,":[151],"catering":[152],"ethical":[154],"considerations":[155],"in":[156],"deploying":[157],"responsibly.":[160],"Our":[161],"study":[162],"highlights":[163],"importance":[165],"using":[167],"AI-driven":[168],"applications":[169,191],"alleviate":[171],"global":[172],"encourages":[177],"future":[178],"endeavors":[180],"develop":[182],"more":[183],"efficient":[184],"models,":[185],"improve":[186],"interpretability,":[187],"integrate":[189],"healthcare":[193],"systems.":[194]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-04-02T00:00:00"}
