{"id":"https://openalex.org/W4402502635","doi":"https://doi.org/10.1145/3678884.3681885","title":"Envisioning Possibilities and Challenges of AI for Personalized Cancer Care","display_name":"Envisioning Possibilities and Challenges of AI for Personalized Cancer Care","publication_year":2024,"publication_date":"2024-11-11","ids":{"openalex":"https://openalex.org/W4402502635","doi":"https://doi.org/10.1145/3678884.3681885"},"language":"en","primary_location":{"id":"doi:10.1145/3678884.3681885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678884.3681885","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3678884.3681885","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3678884.3681885","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053960517","display_name":"Elaine Wei San Kong","orcid":"https://orcid.org/0000-0001-7594-9999"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elaine Kong","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7594-9999","affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009214488","display_name":"Kuo\u2010Ting Huang","orcid":"https://orcid.org/0000-0001-5426-558X"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kuo-Ting (Tim) Huang","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0001-5426-558X","affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015895601","display_name":"Aakash Gautam","orcid":"https://orcid.org/0000-0001-8023-4648"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aakash Gautam","raw_affiliation_strings":["University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0001-8023-4648","affiliations":[{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2075,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57312904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"415","last_page":"421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9593999981880188,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9571999907493591,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5811291933059692},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.44719529151916504},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36471372842788696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3224605917930603},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2005976140499115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5811291933059692},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.44719529151916504},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36471372842788696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3224605917930603},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2005976140499115},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3678884.3681885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678884.3681885","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3678884.3681885","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2408.10108","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2408.10108","pdf_url":"https://arxiv.org/pdf/2408.10108","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3678884.3681885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678884.3681885","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3678884.3681885","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402502635.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1554912386","https://openalex.org/W1565218197","https://openalex.org/W1963796315","https://openalex.org/W1995039629","https://openalex.org/W2023874001","https://openalex.org/W2111285159","https://openalex.org/W2122996156","https://openalex.org/W2572837071","https://openalex.org/W2785949980","https://openalex.org/W2890389880","https://openalex.org/W2899052597","https://openalex.org/W2940123335","https://openalex.org/W2974137581","https://openalex.org/W2990072080","https://openalex.org/W2997474044","https://openalex.org/W3026779351","https://openalex.org/W3048604500","https://openalex.org/W3097556756","https://openalex.org/W3129965713","https://openalex.org/W3164621508","https://openalex.org/W3206415754","https://openalex.org/W4220770397","https://openalex.org/W4287307474","https://openalex.org/W4308426649","https://openalex.org/W4309619908","https://openalex.org/W4309619915","https://openalex.org/W4310191243","https://openalex.org/W4320066496","https://openalex.org/W4321458983","https://openalex.org/W4323911815","https://openalex.org/W4366590516","https://openalex.org/W4387606041","https://openalex.org/W4387606046","https://openalex.org/W4387606167","https://openalex.org/W4387606178","https://openalex.org/W4387606290","https://openalex.org/W4388007985","https://openalex.org/W4388610468","https://openalex.org/W4391336930","https://openalex.org/W4396598447","https://openalex.org/W4396853093","https://openalex.org/W4399447953"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"use":[1],"of":[2,24,63,102,110,118],"Artificial":[3],"Intelligence":[4],"(AI)":[5],"in":[6,9,21,55,113,142],"healthcare,":[7],"including":[8],"caring":[10],"for":[11,33,139],"cancer":[12,49],"survivors,":[13,50],"has":[14],"gained":[15],"significant":[16],"interest.":[17],"However,":[18],"gaps":[19,54],"remain":[20],"our":[22],"understanding":[23],"how":[25],"such":[26,59,105],"AI":[27],"systems":[28,58],"can":[29],"provide":[30],"care,":[31,76],"especially":[32],"ethnic":[34],"and":[35,66,69,91,115,136],"racial":[36],"minority":[37],"groups":[38],"who":[39],"continue":[40],"to":[41,75,82,124,151],"face":[42],"care":[43,65],"disparities.":[44],"Through":[45],"interviews":[46],"with":[47],"six":[48],"we":[51,154],"identify":[52],"critical":[53],"current":[56],"healthcare":[57,143],"as":[60,79,106],"a":[61,80],"lack":[62],"personalized":[64],"insufficient":[67],"cultural":[68],"linguistic":[70],"accommodation.":[71],"AI,":[72],"when":[73],"applied":[74],"was":[77],"seen":[78],"way":[81],"address":[83],"these":[84],"issues":[85],"by":[86,129,157],"enabling":[87],"real-time,":[88],"culturally":[89],"aligned,":[90],"linguistically":[92],"appropriate":[93],"interactions.":[94],"We":[95,127],"also":[96],"uncovered":[97],"concerns":[98],"about":[99],"the":[100,116,131,137],"implications":[101],"AI-driven":[103],"personalization,":[104],"data":[107],"privacy,":[108],"loss":[109],"human":[111],"touch":[112],"caregiving,":[114],"risk":[117],"echo":[119],"chambers":[120],"that":[121,144,153],"limit":[122],"exposure":[123],"diverse":[125],"information.":[126],"conclude":[128],"discussing":[130],"trade-offs":[132],"between":[133],"AI-enhanced":[134],"personalization":[135],"need":[138],"structural":[140],"changes":[141],"go":[145],"beyond":[146],"technological":[147],"solutions,":[148],"leading":[149],"us":[150],"argue":[152],"should":[155],"begin":[156],"asking,":[158],"''Why":[159],"personalization?''":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}