{"id":"https://openalex.org/W2070151611","doi":"https://doi.org/10.1145/2750858.2805834","title":"Towards a mobile and wearable system for predicting panic attacks","display_name":"Towards a mobile and wearable system for predicting panic attacks","publication_year":2015,"publication_date":"2015-09-07","ids":{"openalex":"https://openalex.org/W2070151611","doi":"https://doi.org/10.1145/2750858.2805834","mag":"2070151611"},"language":"en","primary_location":{"id":"doi:10.1145/2750858.2805834","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2750858.2805834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing","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/A5072102232","display_name":"Jonathan Rubin","orcid":"https://orcid.org/0000-0003-0065-5616"},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jonathan Rubin","raw_affiliation_strings":["Palo Alto Research Center, Inc., California"],"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center, Inc., California","institution_ids":["https://openalex.org/I173498003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038305381","display_name":"Hoda Eldardiry","orcid":"https://orcid.org/0000-0002-9712-6667"},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hoda Eldardiry","raw_affiliation_strings":["Palo Alto Research Center, Inc., California"],"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center, Inc., California","institution_ids":["https://openalex.org/I173498003"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rui Abreu","orcid":null},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Abreu","raw_affiliation_strings":["Palo Alto Research Center, Inc., California"],"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center, Inc., California","institution_ids":["https://openalex.org/I173498003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033859339","display_name":"Shane Ahern","orcid":null},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shane Ahern","raw_affiliation_strings":["Palo Alto Research Center, Inc., California"],"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center, Inc., California","institution_ids":["https://openalex.org/I173498003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013102289","display_name":"Honglu Du","orcid":"https://orcid.org/0000-0003-4500-8789"},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Honglu Du","raw_affiliation_strings":["Palo Alto Research Center, Inc., California"],"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center, Inc., California","institution_ids":["https://openalex.org/I173498003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015675251","display_name":"Ashish Pattekar","orcid":null},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashish Pattekar","raw_affiliation_strings":["Palo Alto Research Center, Inc., California"],"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center, Inc., California","institution_ids":["https://openalex.org/I173498003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051959560","display_name":"Daniel G. Bobrow","orcid":null},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel G. Bobrow","raw_affiliation_strings":["Palo Alto Research Center, Inc., California"],"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center, Inc., California","institution_ids":["https://openalex.org/I173498003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5072102232"],"corresponding_institution_ids":["https://openalex.org/I173498003"],"apc_list":null,"apc_paid":null,"fwci":4.5519,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.94243156,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"529","last_page":"533"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T13283","display_name":"Mental Health Research Topics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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":0.9997000098228455,"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/T10853","display_name":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/panic","display_name":"Panic","score":0.9243296384811401},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7734101414680481},{"id":"https://openalex.org/keywords/panic-disorder","display_name":"Panic disorder","score":0.7178298830986023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6214913129806519},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5445603728294373},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5275413990020752},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5127371549606323},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3630739748477936},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.229813814163208},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.14198017120361328},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.13962993025779724},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.0775538980960846}],"concepts":[{"id":"https://openalex.org/C2780712732","wikidata":"https://www.wikidata.org/wiki/Q208450","display_name":"Panic","level":3,"score":0.9243296384811401},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7734101414680481},{"id":"https://openalex.org/C2777529043","wikidata":"https://www.wikidata.org/wiki/Q741713","display_name":"Panic disorder","level":3,"score":0.7178298830986023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6214913129806519},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5445603728294373},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5275413990020752},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5127371549606323},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3630739748477936},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.229813814163208},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.14198017120361328},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.13962993025779724},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.0775538980960846},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2750858.2805834","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2750858.2805834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.713.5845","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.713.5845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jonathan-rubin.com/files/UbiComp2015.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W118742943","https://openalex.org/W1532325895","https://openalex.org/W1977320765","https://openalex.org/W1979377742","https://openalex.org/W1980561865","https://openalex.org/W1981552604","https://openalex.org/W1989914875","https://openalex.org/W2011689046","https://openalex.org/W2022045428","https://openalex.org/W2053890403","https://openalex.org/W2062158200","https://openalex.org/W2095635428","https://openalex.org/W2139596642","https://openalex.org/W2147306819","https://openalex.org/W2159011576","https://openalex.org/W3022868799","https://openalex.org/W3090831449","https://openalex.org/W3104887532","https://openalex.org/W4213009331"],"related_works":["https://openalex.org/W1975012959","https://openalex.org/W2093750485","https://openalex.org/W2002534789","https://openalex.org/W2020152869","https://openalex.org/W2099049831","https://openalex.org/W2001806570","https://openalex.org/W2119841268","https://openalex.org/W1498902875","https://openalex.org/W3039937512","https://openalex.org/W1983437608"],"abstract_inverted_index":{"In":[0],"this":[1,107],"paper,":[2],"we":[3],"present":[4],"first":[5],"steps":[6],"towards":[7],"a":[8,45,57,72,92],"mobile":[9],"and":[10,20,39,90],"wearable":[11],"system":[12,32],"intended":[13,50],"to":[14,25,34,40,51,59,61],"help":[15],"people":[16],"who":[17],"experience":[18],"reg-ular":[19],"spontaneous":[21],"panic":[22,26,37,63],"attacks":[23,38],"due":[24],"disorder.":[27],"The":[28],"goal":[29],"of":[30,95,103],"the":[31],"is":[33,69],"predict":[35],"oncoming":[36],"deliver":[41],"in-the-moment":[42],"interventions":[43],"on":[44,106],"smartphone":[46],"device.":[47],"Interventions":[48],"are":[49],"reduce":[52],"symptom":[53],"severity":[54],"by":[55],"en-abling":[56],"user":[58],"respond":[60],"approaching":[62],"episodes.":[64],"An":[65],"initial":[66],"feasibility":[67],"study":[68],"described":[70],"where":[71],"small":[73,108],"real-world":[74],"data":[75,89],"set":[76],"was":[77],"collected.":[78],"Personalized":[79],"prediction":[80,105],"models":[81],"were":[82],"trained":[83],"which":[84],"take,":[85],"as":[86],"input,":[87],"physiological":[88],"output":[91],"binary":[93],"classification":[94],"either":[96],"pre-panic":[97],"or":[98],"non-panic.":[99],"We":[100],"demonstrate":[101],"proof-of-concept":[102],"episode":[104],"dataset.":[109],"Author":[110],"Keywords":[111],"Physiological":[112],"monitoring;":[113],"affective":[114],"computing;":[115],"mHealth":[116]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}