{"id":"https://openalex.org/W7161690476","doi":"https://doi.org/10.48550/arxiv.2605.17679","title":"PULSE: Agentic Investigation with Passive Sensing for Proactive Intervention in Cancer Survivorship","display_name":"PULSE: Agentic Investigation with Passive Sensing for Proactive Intervention in Cancer Survivorship","publication_year":2026,"publication_date":"2026-05-17","ids":{"openalex":"https://openalex.org/W7161690476","doi":"https://doi.org/10.48550/arxiv.2605.17679"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.17679","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.17679","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.17679","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136475401","display_name":"Zhiyuan Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Zhiyuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136488533","display_name":"Ariful Islam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Islam, Ariful","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026627445","display_name":"Indrajeet Ghosh","orcid":"https://orcid.org/0000-0003-2868-3766"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ghosh, Indrajeet","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136495308","display_name":"Xinyu Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Xinyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042007442","display_name":"Katharine E. Daniel","orcid":"https://orcid.org/0000-0002-4371-2740"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel, Katharine E.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135992724","display_name":"Subigya Nepal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nepal, Subigya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136497259","display_name":"Philip Chow","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chow, Philip","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5135947428","display_name":"Laura E. Barnes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barnes, Laura E.","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":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"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":0.6173999905586243,"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":0.6173999905586243,"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/T12488","display_name":"Mental Health via Writing","score":0.24269999563694,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0494999997317791,"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/modalities","display_name":"Modalities","score":0.588699996471405},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.5468999743461609},{"id":"https://openalex.org/keywords/mirroring","display_name":"Mirroring","score":0.48429998755455017},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.3905999958515167},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.3831999897956848},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.3756999969482422},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.36419999599456787},{"id":"https://openalex.org/keywords/survivorship-curve","display_name":"Survivorship curve","score":0.362199991941452}],"concepts":[{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.588699996471405},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5468999743461609},{"id":"https://openalex.org/C189645446","wikidata":"https://www.wikidata.org/wiki/Q350865","display_name":"Mirroring","level":2,"score":0.48429998755455017},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3905999958515167},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.3831999897956848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3806999921798706},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3781999945640564},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.3756999969482422},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.36419999599456787},{"id":"https://openalex.org/C172400760","wikidata":"https://www.wikidata.org/wiki/Q332796","display_name":"Survivorship curve","level":3,"score":0.362199991941452},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.3391999900341034},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3303999900817871},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.3160000145435333},{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.3111000061035156},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.31029999256134033},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.30809998512268066},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3075999915599823},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.28929999470710754},{"id":"https://openalex.org/C187029079","wikidata":"https://www.wikidata.org/wiki/Q958679","display_name":"Cognitive reframing","level":2,"score":0.28349998593330383},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.257099986076355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25049999356269836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.17679","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.17679","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.17679","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.17679","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6879062652587891,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Cancer":[0],"survivors":[1,160],"face":[2],"elevated":[3],"rates":[4],"of":[5,165,174,182,221,227],"depression,":[6],"anxiety,":[7],"and":[8,103,127,190],"general":[9],"emotional":[10],"distress,":[11],"yet":[12],"the":[13,22,32,171,218,225],"precise":[14],"moments":[15,23],"they":[16],"most":[17],"need":[18],"support":[19],"are":[20,68],"often":[21],"when":[24],"self-report":[25],"is":[26,170],"sparse,":[27],"a":[28,39,56,73,140,162,214],"phenomenon":[29],"we":[30],"term":[31],"diary":[33,189],"paradox.":[34],"Passive":[35],"smartphone":[36,94],"sensing":[37,83,95,191,203],"offers":[38],"continuous,":[40],"unobtrusive":[41],"alternative,":[42],"but":[43,63],"prior":[44],"sensing-based":[45],"affect":[46],"prediction":[47],"has":[48],"been":[49],"limited":[50],"by":[51],"an":[52],"accuracy":[53,181],"ceiling,":[54],"suggesting":[55],"bottleneck":[57],"not":[58],"only":[59],"in":[60,64],"available":[61],"data,":[62,96,192],"how":[65,122,128],"behavioral":[66],"signals":[67],"interpreted.":[69],"We":[70,136],"present":[71],"PULSE,":[72],"system":[74],"that":[75,209],"shifts":[76],"from":[77,161],"fixed":[78],"feature":[79,114],"pipelines":[80],"to":[81,120,125,130],"agentic":[82,176,194,210],"investigation:":[84],"LLM":[85],"agents":[86,116,195],"equipped":[87],"with":[88,150,155,188,201],"eight":[89],"purpose-built":[90],"tools":[91],"autonomously":[92],"query":[93],"compare":[97],"current":[98],"behavior":[99],"against":[100],"personalized":[101],"baselines,":[102],"calibrate":[104],"inferences":[105],"through":[106,139],"retrieval-augmented":[107],"population-level":[108],"comparisons.":[109],"Rather":[110],"than":[111],"receiving":[112],"pre-formatted":[113],"summaries,":[115],"decide":[117],"which":[118],"modalities":[119],"inspect,":[121],"far":[123],"back":[124],"look,":[126],"deeply":[129],"investigate,":[131],"mirroring":[132],"hypothesis-driven":[133],"clinical":[134,219],"reasoning.":[135],"evaluate":[137],"PULSE":[138],"2*2":[141],"factorial":[142],"design":[143],"crossing":[144],"reasoning":[145,169],"architecture":[146],"(structured":[147],"vs.":[148,154],"agentic)":[149],"data":[151,204],"modality":[152],"(sensing-only":[153],"diary)":[156],"on":[157],"50":[158],"cancer":[159,166],"longitudinal":[163],"study":[164],"survivors.":[167],"Agentic":[168],"primary":[172],"driver":[173],"performance:":[175],"multimodal":[177],"agent":[178],"achieves":[179],"balanced":[180],"0.743":[183],"for":[184,216],"emotion":[185],"regulation":[186],"desire":[187],"while":[193],"predict":[196],"intervention":[197],"availability":[198],"at":[199],"0.713":[200],"passive":[202,222],"only.":[205],"These":[206],"results":[207],"suggest":[208],"investigation":[211],"may":[212],"be":[213],"cornerstone":[215],"unlocking":[217],"value":[220],"sensing,":[223],"advancing":[224],"feasibility":[226],"proactive":[228],"just-in-time":[229],"mental":[230],"health":[231],"support.":[232]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-20T00:00:00"}
