{"id":"https://openalex.org/W3184991547","doi":"https://doi.org/10.1145/3469266.3473711","title":"Advancing the science of digital biomarkers","display_name":"Advancing the science of digital biomarkers","publication_year":2021,"publication_date":"2021-06-25","ids":{"openalex":"https://openalex.org/W3184991547","doi":"https://doi.org/10.1145/3469266.3473711","mag":"3184991547"},"language":"en","primary_location":{"id":"doi:10.1145/3469266.3473711","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3469266.3473711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 Workshop on Future of Digital Biomarkers","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/A5025758023","display_name":"Michael Sobolev","orcid":"https://orcid.org/0000-0002-8931-7682"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael Sobolev","raw_affiliation_strings":["Cornell Tech"],"affiliations":[{"raw_affiliation_string":"Cornell Tech","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078401505","display_name":"Bhanu Teja Gullapalli","orcid":null},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhanu Teja Gullapalli","raw_affiliation_strings":["University of Massachusetts, Amherst"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101486879","display_name":"Tauhidur Rahman","orcid":"https://orcid.org/0000-0003-1981-6395"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tauhidur Rahman","raw_affiliation_strings":["University of Massachusetts, Amherst"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst","institution_ids":["https://openalex.org/I24603500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025758023"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":0.5812,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74549145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9962000250816345,"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/T10355","display_name":"Impact of Technology on Adolescents","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.745034396648407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6400718092918396},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6230006217956543},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.575818657875061},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5376758575439453},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5173063278198242},{"id":"https://openalex.org/keywords/translational-science","display_name":"Translational science","score":0.4986073970794678},{"id":"https://openalex.org/keywords/health-science","display_name":"Health science","score":0.4852569103240967},{"id":"https://openalex.org/keywords/translational-medicine","display_name":"Translational medicine","score":0.47832560539245605},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4732937216758728},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.44794440269470215},{"id":"https://openalex.org/keywords/medical-science","display_name":"Medical science","score":0.4306374192237854},{"id":"https://openalex.org/keywords/translational-research","display_name":"Translational research","score":0.42565932869911194},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.4175493121147156},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33253854513168335},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.25849688053131104},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1892067790031433},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13807383179664612},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09472298622131348},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09104269742965698},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.08873370289802551}],"concepts":[{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.745034396648407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6400718092918396},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6230006217956543},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.575818657875061},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5376758575439453},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5173063278198242},{"id":"https://openalex.org/C57634137","wikidata":"https://www.wikidata.org/wiki/Q474859","display_name":"Translational science","level":2,"score":0.4986073970794678},{"id":"https://openalex.org/C3018419874","wikidata":"https://www.wikidata.org/wiki/Q843601","display_name":"Health science","level":2,"score":0.4852569103240967},{"id":"https://openalex.org/C162264550","wikidata":"https://www.wikidata.org/wiki/Q17112037","display_name":"Translational medicine","level":2,"score":0.47832560539245605},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4732937216758728},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.44794440269470215},{"id":"https://openalex.org/C3020610715","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medical science","level":2,"score":0.4306374192237854},{"id":"https://openalex.org/C128544194","wikidata":"https://www.wikidata.org/wiki/Q474859","display_name":"Translational research","level":2,"score":0.42565932869911194},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.4175493121147156},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33253854513168335},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.25849688053131104},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1892067790031433},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13807383179664612},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09472298622131348},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09104269742965698},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.08873370289802551},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3469266.3473711","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3469266.3473711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 Workshop on Future of Digital Biomarkers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2971998890"],"related_works":["https://openalex.org/W3029661635","https://openalex.org/W2100269789","https://openalex.org/W2148287292","https://openalex.org/W4317433677","https://openalex.org/W4252854126","https://openalex.org/W2287688836","https://openalex.org/W415804204","https://openalex.org/W3205058383","https://openalex.org/W2374272506","https://openalex.org/W1999344992"],"abstract_inverted_index":{"Digital":[0],"biomarkers":[1,27,56,74,110],"are":[2],"the":[3,58,69,76,84,105,126],"physiological":[4],"and":[5,15,23,33,39,64,93,120,125,129],"behavioral":[6],"measures":[7],"collected":[8],"via":[9],"connected":[10],"digital":[11,26,55,65,73,109],"devices":[12],"or":[13],"wearable":[14],"mobile":[16,87],"computing":[17],"systems.":[18],"A":[19],"set":[20],"of":[21,54,72,79,86,104,108,122],"accurately":[22],"reproducibly":[24],"measurable":[25],"can":[28],"be":[29],"used":[30],"to":[31,40,98,117],"predict":[32],"influence":[34],"various":[35],"health":[36,66,91],"conditions,":[37],"outcomes,":[38],"generate":[41],"actionable":[42],"insights.":[43],"In":[44],"recent":[45,112],"years,":[46],"we":[47],"observed":[48],"a":[49,101],"rapid":[50],"growth":[51],"in":[52,57,131],"adoption":[53],"medical":[59],"literature,":[60],"computer":[61],"science":[62,71],"research,":[63,111],"industry.":[67],"Advancing":[68],"translational":[70],"requires":[75],"continuous":[77],"integration":[78],"key":[80,127],"technological":[81],"innovations":[82],"from":[83],"areas":[85],"computing,":[88],"machine":[89],"learning,":[90],"sciences":[92],"medicine.":[94],"This":[95],"editorial":[96],"aims":[97],"lay":[99],"out":[100],"brief":[102],"overview":[103],"current":[106],"state":[107],"initiatives":[113],"taken":[114],"by":[115],"researchers":[116],"promote":[118],"research":[119],"development":[121],"this":[123,132],"area,":[124],"challenges":[128],"opportunities":[130],"field.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
