{"id":"https://openalex.org/W3012180041","doi":"https://doi.org/10.1145/3381001","title":"Predicting Brain Functional Connectivity Using Mobile Sensing","display_name":"Predicting Brain Functional Connectivity Using Mobile Sensing","publication_year":2020,"publication_date":"2020-03-18","ids":{"openalex":"https://openalex.org/W3012180041","doi":"https://doi.org/10.1145/3381001","mag":"3012180041","pmid":"https://pubmed.ncbi.nlm.nih.gov/36540188"},"language":"en","primary_location":{"id":"doi:10.1145/3381001","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3381001","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9762691","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083195232","display_name":"Mikio Obuchi","orcid":"https://orcid.org/0000-0003-2732-4075"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mikio Obuchi","raw_affiliation_strings":["Dartmouth College, Computer Science, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Computer Science, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052969625","display_name":"Jeremy F. Huckins","orcid":"https://orcid.org/0000-0003-0106-7808"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy F. Huckins","raw_affiliation_strings":["Dartmouth College, Psychological and Brain Sciences, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Psychological and Brain Sciences, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100685799","display_name":"Weichen Wang","orcid":"https://orcid.org/0000-0001-6738-9944"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weichen Wang","raw_affiliation_strings":["Dartmouth College, Computer Science, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Computer Science, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026649644","display_name":"Alex W DaSilva","orcid":"https://orcid.org/0000-0001-5532-0325"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex daSilva","raw_affiliation_strings":["Dartmouth College, Psychological and Brain Sciences, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Psychological and Brain Sciences, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064249630","display_name":"Courtney Rogers","orcid":"https://orcid.org/0000-0002-8589-6744"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Courtney Rogers","raw_affiliation_strings":["Dartmouth College, Psychological and Brain Sciences, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Psychological and Brain Sciences, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024422071","display_name":"Eilis I Murphy","orcid":"https://orcid.org/0000-0002-7351-9431"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eilis Murphy","raw_affiliation_strings":["Dartmouth College, Psychological and Brain Sciences, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Psychological and Brain Sciences, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081857223","display_name":"Elin Hedlund","orcid":"https://orcid.org/0000-0002-6794-6568"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elin Hedlund","raw_affiliation_strings":["Dartmouth College, Psychological and Brain Sciences, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Psychological and Brain Sciences, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051669302","display_name":"Paul E. Holtzheimer","orcid":"https://orcid.org/0000-0002-3552-3296"},"institutions":[{"id":"https://openalex.org/I1289422878","display_name":"Dartmouth\u2013Hitchcock Medical Center","ror":"https://ror.org/00d1dhh09","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I107672454","https://openalex.org/I1289422878","https://openalex.org/I4390039337"]},{"id":"https://openalex.org/I4210103836","display_name":"National Center for PTSD","ror":"https://ror.org/01dbbht76","country_code":"US","type":"other","lineage":["https://openalex.org/I1322918889","https://openalex.org/I4210103836"]},{"id":"https://openalex.org/I4210158294","display_name":"National Center for Post Traumatic Stress Disorder","ror":"https://ror.org/04xv0vq46","country_code":"US","type":"facility","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210119030","https://openalex.org/I4210158294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Holtzheimer","raw_affiliation_strings":["National Center for PTSD, White River Junction, VT, USA, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center for PTSD, White River Junction, VT, USA, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA","institution_ids":["https://openalex.org/I1289422878","https://openalex.org/I4210103836","https://openalex.org/I4210158294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084296022","display_name":"Shayan Mirjafari","orcid":"https://orcid.org/0000-0002-7165-2781"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shayan Mirjafari","raw_affiliation_strings":["Dartmouth College, Computer Science, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Computer Science, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064857767","display_name":"Andrew T. Campbell","orcid":"https://orcid.org/0000-0001-7394-7682"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Campbell","raw_affiliation_strings":["Dartmouth College, Computer Science, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Computer Science, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5323,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.89761286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"4","issue":"1","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9976999759674072,"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/functional-connectivity","display_name":"Functional connectivity","score":0.5577712059020996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49724844098091125},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.36948591470718384},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1985262930393219}],"concepts":[{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.5577712059020996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49724844098091125},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.36948591470718384},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1985262930393219}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3381001","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3381001","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},{"id":"pmid:36540188","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36540188","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9762691","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9762691","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc ACM Interact Mob Wearable Ubiquitous Technol","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9762691","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9762691","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc ACM Interact Mob Wearable Ubiquitous Technol","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1343954674","display_name":null,"funder_award_id":"R01 MH059282","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G4983030059","display_name":null,"funder_award_id":"5R01MH059282-12","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"funders":[{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":101,"referenced_works":["https://openalex.org/W1604346639","https://openalex.org/W1748703215","https://openalex.org/W1859669582","https://openalex.org/W1894490285","https://openalex.org/W1906543112","https://openalex.org/W1966445952","https://openalex.org/W1972227186","https://openalex.org/W1991128616","https://openalex.org/W1995007954","https://openalex.org/W2005069458","https://openalex.org/W2008112130","https://openalex.org/W2008607322","https://openalex.org/W2015335162","https://openalex.org/W2016660677","https://openalex.org/W2021317290","https://openalex.org/W2022240602","https://openalex.org/W2022466128","https://openalex.org/W2029375375","https://openalex.org/W2030679377","https://openalex.org/W2039408383","https://openalex.org/W2044266156","https://openalex.org/W2048593992","https://openalex.org/W2049511110","https://openalex.org/W2050618347","https://openalex.org/W2050717100","https://openalex.org/W2056591916","https://openalex.org/W2060681887","https://openalex.org/W2066456831","https://openalex.org/W2066806488","https://openalex.org/W2077204677","https://openalex.org/W2078069011","https://openalex.org/W2094097475","https://openalex.org/W2095621691","https://openalex.org/W2096309085","https://openalex.org/W2099727306","https://openalex.org/W2102887327","https://openalex.org/W2103151433","https://openalex.org/W2105501219","https://openalex.org/W2110065044","https://openalex.org/W2111435317","https://openalex.org/W2111637379","https://openalex.org/W2112300402","https://openalex.org/W2117141679","https://openalex.org/W2117245650","https://openalex.org/W2118247692","https://openalex.org/W2124141514","https://openalex.org/W2126054880","https://openalex.org/W2129900561","https://openalex.org/W2131398580","https://openalex.org/W2132322340","https://openalex.org/W2138983202","https://openalex.org/W2143859454","https://openalex.org/W2146511652","https://openalex.org/W2148633389","https://openalex.org/W2149329171","https://openalex.org/W2152423878","https://openalex.org/W2155002669","https://openalex.org/W2156567116","https://openalex.org/W2161897659","https://openalex.org/W2167216405","https://openalex.org/W2171630967","https://openalex.org/W2189564841","https://openalex.org/W2235823035","https://openalex.org/W2284729062","https://openalex.org/W2297827560","https://openalex.org/W2338708930","https://openalex.org/W2404695164","https://openalex.org/W2414738784","https://openalex.org/W2437903982","https://openalex.org/W2516086211","https://openalex.org/W2516478977","https://openalex.org/W2519191729","https://openalex.org/W2520441859","https://openalex.org/W2521795478","https://openalex.org/W2524967876","https://openalex.org/W2590328111","https://openalex.org/W2604699010","https://openalex.org/W2620781534","https://openalex.org/W2745140364","https://openalex.org/W2753403343","https://openalex.org/W2756418505","https://openalex.org/W2769665590","https://openalex.org/W2790520964","https://openalex.org/W2794997027","https://openalex.org/W2799024437","https://openalex.org/W2803739917","https://openalex.org/W2806204222","https://openalex.org/W2886368623","https://openalex.org/W2890085824","https://openalex.org/W2907275636","https://openalex.org/W2921304398","https://openalex.org/W2924823958","https://openalex.org/W2945656418","https://openalex.org/W2972890723","https://openalex.org/W2997591727","https://openalex.org/W3007088653","https://openalex.org/W3099069192","https://openalex.org/W3121231881","https://openalex.org/W4229977739","https://openalex.org/W4255728416","https://openalex.org/W6849164842"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Brain":[0],"circuit":[1],"functioning":[2],"and":[3,14,49,67,73,90,107,111,123,137,141],"connectivity":[4,41,108,188],"between":[5,43,99,109],"specific":[6],"regions":[7],"allow":[8],"us":[9],"to":[10,58,182],"learn,":[11],"remember,":[12],"recognize":[13],"think":[15],"as":[16,65],"humans.":[17],"In":[18],"this":[19,177],"paper,":[20],"we":[21,144],"ask":[22],"the":[23,37,44,50,76,124,172,179],"question":[24],"if":[25],"mobile":[26,91,105,162,197],"sensing":[27,92,163,194],"from":[28,75,103,196],"phones":[29,106],"can":[30,145,189],"predict":[31],"brain":[32,38,186],"functional":[33,40,187],"connectivity.":[34],"We":[35,69,96,131],"study":[36,81],"resting-state":[39,185],"(RSFC)":[42],"ventromedial":[45],"prefrontal":[46],"cortex":[47],"(vmPFC)":[48],"amygdala,":[51,112],"which":[52],"has":[53],"been":[54],"shown":[55],"by":[56],"neuroscientists":[57],"be":[59,190],"associated":[60],"with":[61,165],"mental":[62],"illness":[63],"such":[64],"anxiety":[66],"depression.":[68],"discuss":[70],"initial":[71],"results":[72],"insights":[74],"NeuroSence":[77],"study,":[78],"an":[79,166],"exploratory":[80],"of":[82,126,169,174],"105":[83],"first":[84,180],"year":[85],"college":[86],"students":[87,148],"using":[88,192],"neuroimaging":[89],"across":[93],"one":[94],"semester.":[95],"observe":[97],"correlations":[98],"several":[100],"behavioral":[101],"features":[102],"students'":[104],"vmPFC":[110],"including":[113],"conversation":[114],"duration":[115],"(r=0.365,":[116],"p<0.001),":[117],"sleep":[118],"onset":[119],"time":[120],"(r=0.299,":[121],"p<0.001)":[122],"number":[125],"phone":[127],"unlocks":[128],"(r=0.253,":[129],"p=0.029).":[130],"use":[132],"a":[133],"support":[134],"vector":[135],"classifier":[136],"10-fold":[138],"cross":[139],"validation":[140],"show":[142],"that":[143,184],"classify":[146],"whether":[147],"have":[149],"higher":[150],"(i.e.,":[151,155],"stronger)":[152],"or":[153],"lower":[154],"weaker)":[156],"vmPFC-amygdala":[157],"RSFC":[158],"purely":[159],"based":[160],"on":[161],"data":[164,195],"F1":[167],"score":[168],"0.793.":[170],"To":[171],"best":[173],"our":[175],"knowledge,":[176],"is":[178],"paper":[181],"report":[183],"predicted":[191],"passive":[193],"phones.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}