{"id":"https://openalex.org/W4385568043","doi":"https://doi.org/10.1145/3580305.3599225","title":"Workshop on Applied Data Science for Healthcare: Applications and New Frontiers of Generative Models for Healthcare","display_name":"Workshop on Applied Data Science for Healthcare: Applications and New Frontiers of Generative Models for Healthcare","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385568043","doi":"https://doi.org/10.1145/3580305.3599225"},"language":"en","primary_location":{"id":"doi:10.1145/3580305.3599225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3580305.3599225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","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/A5101884103","display_name":"Tao Xu","orcid":"https://orcid.org/0000-0001-6699-3365"},"institutions":[{"id":"https://openalex.org/I118019719","display_name":"Roche (Switzerland)","ror":"https://ror.org/00by1q217","country_code":"CH","type":"company","lineage":["https://openalex.org/I118019719"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Tao Xu","raw_affiliation_strings":["F. Hoffmann-la Roche, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"F. Hoffmann-la Roche, Basel, Switzerland","institution_ids":["https://openalex.org/I118019719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100455768","display_name":"Fei Wang","orcid":"https://orcid.org/0000-0001-9459-9461"},"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":false,"raw_author_name":"Fei Wang","raw_affiliation_strings":["Weill Cornell Medical College, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Weill Cornell Medical College, New York, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103154375","display_name":"Prithwish Chakraborty","orcid":"https://orcid.org/0000-0003-1407-7677"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prithwish Chakraborty","raw_affiliation_strings":["Amazon Science, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Amazon Science, New York, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087306226","display_name":"Pei-Yun Hsueh","orcid":"https://orcid.org/0000-0002-0737-4983"},"institutions":[{"id":"https://openalex.org/I180857899","display_name":"Pfizer (United States)","ror":"https://ror.org/01xdqrp08","country_code":"US","type":"company","lineage":["https://openalex.org/I180857899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pei-Yun Sabrina Hsueh","raw_affiliation_strings":["Pfizer Inc., New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Pfizer Inc., New York, NY, USA","institution_ids":["https://openalex.org/I180857899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017783286","display_name":"Gregor \u0160tiglic","orcid":"https://orcid.org/0000-0002-0183-8679"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Gregor Stiglic","raw_affiliation_strings":["University of Maribor, Maribor, Slovenia"],"affiliations":[{"raw_affiliation_string":"University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030951014","display_name":"Jiang Bian","orcid":"https://orcid.org/0000-0002-2238-5429"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiang Bian","raw_affiliation_strings":["University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066989029","display_name":"Lixia Yao","orcid":"https://orcid.org/0000-0002-5187-6120"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lixia Yao","raw_affiliation_strings":["Polygon Health Analytics LLC, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Polygon Health Analytics LLC, Philadelphia, PA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091213912","display_name":"Alexej Gossmann","orcid":"https://orcid.org/0000-0001-9068-3877"},"institutions":[{"id":"https://openalex.org/I1320320070","display_name":"United States Food and Drug Administration","ror":"https://ror.org/034xvzb47","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1320320070"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexej Gossmann","raw_affiliation_strings":["U.S. Food and Drug Administration, Silver Spring, MD, USA"],"affiliations":[{"raw_affiliation_string":"U.S. Food and Drug Administration, Silver Spring, MD, USA","institution_ids":["https://openalex.org/I1320320070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021809355","display_name":"Florian Buettner","orcid":"https://orcid.org/0000-0001-5587-6761"},"institutions":[{"id":"https://openalex.org/I4210161239","display_name":"Frankfurt Cancer Institute","ror":"https://ror.org/05bx21r34","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210161239"]},{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]},{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Buettner","raw_affiliation_strings":["Frankfurt University &amp; German Cancer Research Center, Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Frankfurt University &amp; German Cancer Research Center, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I4210161239","https://openalex.org/I17937529","https://openalex.org/I114090438"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5101884103"],"corresponding_institution_ids":["https://openalex.org/I118019719"],"apc_list":null,"apc_paid":null,"fwci":0.1748,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54548335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"5893","last_page":"5894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.7824000120162964,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.7824000120162964,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.7436000108718872,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6522539854049683},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5836759209632874},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.5515034198760986},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5382933020591736},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4614194333553314},{"id":"https://openalex.org/keywords/discipline","display_name":"Discipline","score":0.45567166805267334},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4281836748123169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39259833097457886},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3650781512260437},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3451363444328308},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.3445248603820801},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2958829998970032},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12984168529510498}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6522539854049683},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5836759209632874},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.5515034198760986},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5382933020591736},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4614194333553314},{"id":"https://openalex.org/C8795937","wikidata":"https://www.wikidata.org/wiki/Q11862829","display_name":"Discipline","level":2,"score":0.45567166805267334},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4281836748123169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39259833097457886},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3650781512260437},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3451363444328308},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3445248603820801},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2958829998970032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12984168529510498},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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:10.1145/3580305.3599225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3580305.3599225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2362801732","https://openalex.org/W2237705655","https://openalex.org/W2012531322","https://openalex.org/W2356499482","https://openalex.org/W2402761219","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W4294751962"],"abstract_inverted_index":{"Built":[0],"on":[1,32,63,91,148],"the":[2,5,15,46,59,64,75,92,142],"success":[3],"of":[4,17,69,80,94,141],"past":[6],"five":[7],"years,":[8],"KDD":[9],"DSHealth":[10],"2023":[11],"will":[12,61,101,121],"further":[13],"catalyze":[14],"development":[16,36,68,77],"links":[18],"between":[19],"academic":[20],"and":[21,37,66,78,114,130],"industrial":[22],"data":[23,95],"science":[24,96],"groups.":[25],"The":[26,82,99,135],"workshop":[27,60,83,100,144],"aims":[28],"to":[29,38,49,125,145],"stimulate":[30],"discussion":[31],"strategic":[33],"areas":[34],"for":[35,133],"facilitate":[39],"future":[40],"cross-disciplinary":[41],"collaborations.":[42],"In":[43,118],"accordance":[44],"with":[45],"multi-year":[47],"goal":[48],"continue":[50],"fostering":[51],"this":[52,57],"community":[53,123],"via":[54],"timely":[55],"topics,":[56],"year":[58],"focus":[62],"applications":[65],"new":[67,76],"generative":[70],"models":[71],"in":[72,97],"healthcare,":[73],"including":[74],"application":[79,93],"LLMs.":[81],"invites":[84],"full":[85],"papers,":[86],"as":[87,89],"well":[88],"work-in-progress":[90],"healthcare.":[98],"feature":[102],"two":[103],"invited":[104],"talks":[105],"from":[106],"eminent":[107],"speakers,":[108],"spanning":[109],"academia,":[110],"industry,":[111],"clinical":[112],"researchers,":[113],"governmental":[115],"regulatory":[116],"bodies.":[117],"addition,":[119],"we":[120],"invite":[122],"members":[124],"submit":[126],"their":[127],"research":[128],"works":[129],"bring":[131],"them":[132],"discussion.":[134],"summary":[136],"gives":[137],"a":[138],"brief":[139],"description":[140],"half-day":[143],"be":[146],"held":[147],"August":[149],"7th,":[150],"2023.":[151]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
