{"id":"https://openalex.org/W7171535507","doi":"https://doi.org/10.1109/mcg.2026.3697761","title":"Context-Driven Narrative Visualizations for \u201cBig Data\u201d Applications in Medical Biology","display_name":"Context-Driven Narrative Visualizations for \u201cBig Data\u201d Applications in Medical Biology","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7171535507","doi":"https://doi.org/10.1109/mcg.2026.3697761","pmid":"https://pubmed.ncbi.nlm.nih.gov/42519877"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2026.3697761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2026.3697761","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5066496998","display_name":"Kim Blenman","orcid":"https://orcid.org/0000-0001-6070-0728"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kim RM Blenman","raw_affiliation_strings":["Yale University"],"raw_orcid":"https://orcid.org/0000-0001-6070-0728","affiliations":[{"raw_affiliation_string":"Yale University","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000016714","display_name":"Sherry Yue Qiu","orcid":"https://orcid.org/0000-0002-5160-6921"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sherry Qiu","raw_affiliation_strings":["Yale University"],"raw_orcid":"https://orcid.org/0000-0002-5160-6921","affiliations":[{"raw_affiliation_string":"Yale University","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064638062","display_name":"Holly Rushmeier","orcid":"https://orcid.org/0000-0001-5241-0886"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Holly Rushmeier","raw_affiliation_strings":["Yale University"],"raw_orcid":"https://orcid.org/0000-0001-5241-0886","affiliations":[{"raw_affiliation_string":"Yale University","institution_ids":["https://openalex.org/I32971472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I32971472"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84435144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"46","issue":"4","first_page":"127","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.6251000165939331,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.6251000165939331,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.08709999918937683,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.03629999980330467,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.635699987411499},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5320000052452087},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.41110000014305115},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.39730000495910645},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.31040000915527344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6639999747276306},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.635699987411499},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5320000052452087},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.423799991607666},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.41110000014305115},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.39730000495910645},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.38530001044273376},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3799000084400177},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3327000141143799},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.32269999384880066},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.314300000667572},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.31040000915527344},{"id":"https://openalex.org/C2778653333","wikidata":"https://www.wikidata.org/wiki/Q2735691","display_name":"History of computing","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.2565999925136566}],"mesh":[{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/mcg.2026.3697761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2026.3697761","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},{"id":"pmid:42519877","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42519877","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":"IEEE computer graphics and applications","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1766979668","https://openalex.org/W2020856262","https://openalex.org/W2039985265","https://openalex.org/W2133863540","https://openalex.org/W2157900633","https://openalex.org/W2170080350","https://openalex.org/W2528824210","https://openalex.org/W2542343991","https://openalex.org/W2614263622","https://openalex.org/W2948894190","https://openalex.org/W3127510653","https://openalex.org/W4383894373","https://openalex.org/W4403479110"],"related_works":[],"abstract_inverted_index":{"Medical":[0],"biology":[1],"data":[2,56],"have":[3],"grown":[4],"exponentially":[5],"and":[6,30,66,99],"are":[7,73,106],"more":[8],"complex":[9],"than":[10,46],"our":[11],"minds":[12],"can":[13,116],"process.":[14],"It":[15],"is":[16],"common":[17],"for":[18,48],"omics":[19],"datasets":[20],"obtained":[21],"from":[22],"measuring":[23],"molecular":[24,86],"entities":[25,87,105],"(e.g.,":[26],"genes":[27],"in":[28,32,75],"genomics":[29],"proteins":[31],"proteomics)":[33],"to":[34,39,57,78,96],"undergo":[35],"open-ended":[36],"analysis":[37],"due":[38],"the":[40,55,82,85],"complexity":[41],"of":[42,84,94],"biological":[43,104],"systems.":[44],"Rather":[45],"probing":[47],"a":[49,122],"single":[50],"answer,":[51],"researchers":[52],"often":[53],"explore":[54],"discover":[58],"multiple":[59],"new":[60,68],"insights,":[61],"form":[62],"actionable":[63],"next":[64],"steps,":[65],"frame":[67],"questions.":[69],"However,":[70],"existing":[71],"visualizations":[72,113],"limited":[74],"their":[76],"ability":[77],"1)":[79],"help":[80],"understand":[81],"details":[83],"that":[88],"they":[89],"contain;":[90],"2)":[91],"provide":[92],"clues":[93],"how":[95,110],"move":[97],"forward;":[98],"3)":[100],"show":[101],"which":[102],"structural":[103],"relevant.":[107],"We":[108,120],"describe":[109,121],"context-driven":[111],"narrative":[112],"with":[114],"guidance":[115],"address":[117],"these":[118],"limitations.":[119],"prototype,":[123],"visAPPprot,":[124],"as":[125],"an":[126],"example.":[127]},"counts_by_year":[],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2026-07-29T00:00:00"}
