{"id":"https://openalex.org/W4360604342","doi":"https://doi.org/10.1109/mcg.2023.3241819","title":"Can Image Data Facilitate Reproducibility of Graphics and Visualizations? Toward a Trusted Scientific Practice","display_name":"Can Image Data Facilitate Reproducibility of Graphics and Visualizations? Toward a Trusted Scientific Practice","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4360604342","doi":"https://doi.org/10.1109/mcg.2023.3241819","pmid":"https://pubmed.ncbi.nlm.nih.gov/37030835"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2023.3241819","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mcg.2023.3241819","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/A5087317081","display_name":"Guido Reina","orcid":"https://orcid.org/0000-0003-4127-1897"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Guido Reina","raw_affiliation_strings":["University of Stuttgart Visualization Research Center (VISUS), Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4127-1897","affiliations":[{"raw_affiliation_string":"University of Stuttgart Visualization Research Center (VISUS), Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5087317081"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":0.5913,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78187666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"43","issue":"2","first_page":"89","last_page":"100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9979000091552734,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9959999918937683,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9936000108718872,"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/computer-science","display_name":"Computer science","score":0.8512703776359558},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6228319406509399},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6005354523658752},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5526854395866394},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5024211406707764},{"id":"https://openalex.org/keywords/cornerstone","display_name":"Cornerstone","score":0.4974818527698517},{"id":"https://openalex.org/keywords/outreach","display_name":"Outreach","score":0.4894515573978424},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.4714568257331848},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.42563438415527344},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.4209926426410675},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3370385766029358},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17525190114974976},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.1084328293800354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8512703776359558},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6228319406509399},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6005354523658752},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5526854395866394},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5024211406707764},{"id":"https://openalex.org/C2780616401","wikidata":"https://www.wikidata.org/wiki/Q1133673","display_name":"Cornerstone","level":2,"score":0.4974818527698517},{"id":"https://openalex.org/C2781400479","wikidata":"https://www.wikidata.org/wiki/Q11640","display_name":"Outreach","level":2,"score":0.4894515573978424},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.4714568257331848},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.42563438415527344},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.4209926426410675},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3370385766029358},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17525190114974976},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.1084328293800354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcg.2023.3241819","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mcg.2023.3241819","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:37030835","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37030835","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":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1796506355","display_name":"Nachhaltigkeit f\u00fcr das OpenSourcePartikelvisualisierungsframework MegaMol","funder_award_id":"391302154","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1498712972","https://openalex.org/W1994982193","https://openalex.org/W2090824188","https://openalex.org/W2166733622","https://openalex.org/W2516678343","https://openalex.org/W2902512015","https://openalex.org/W2923512979","https://openalex.org/W3013285202","https://openalex.org/W3021715812","https://openalex.org/W3081184337","https://openalex.org/W3084164197","https://openalex.org/W3092317220","https://openalex.org/W3121377442","https://openalex.org/W3130894512","https://openalex.org/W3175146692","https://openalex.org/W3215259255","https://openalex.org/W4248547660","https://openalex.org/W4252427272","https://openalex.org/W6633462303","https://openalex.org/W6713677462","https://openalex.org/W6804656293"],"related_works":["https://openalex.org/W2088111589","https://openalex.org/W2321083758","https://openalex.org/W4366496304","https://openalex.org/W4229004718","https://openalex.org/W2375906709","https://openalex.org/W2350669386","https://openalex.org/W2410491632","https://openalex.org/W2348913748","https://openalex.org/W2506070082","https://openalex.org/W2221819563"],"abstract_inverted_index":{"Reproducibility":[0,27],"is":[1,28,59,119],"a":[2],"cornerstone":[3],"of":[4,46,87],"good":[5],"scientific":[6],"practice;":[7],"however,":[8],"the":[9,20,34,42,55,85,98,124],"ongoing":[10],"\"reproducibility":[11],"crisis\"":[12],"shows":[13],"that":[14,96],"we":[15,22,89],"still":[16,106],"need":[17],"to":[18,36],"improve":[19],"way":[21],"are":[23,70],"doing":[24],"research":[25,65,83,135],"currently.":[26],"crucial":[29],"because":[30],"it":[31],"enables":[32],"both":[33],"comparison":[35],"existing":[37,47,115],"techniques":[38],"as":[39,41],"well":[40],"composition":[43],"and":[44,66,74,111,129,134,141,152,155],"improvement":[45],"approaches.":[48],"It":[49,105],"can":[50,158],"also":[51],"increase":[52],"trust":[53],"in":[54,63,84],"respective":[56],"results,":[57],"which":[58],"paramount":[60],"for":[61,91],"adoption":[62],"further":[64],"applications.":[67],"While":[68],"there":[69],"already":[71],"many":[72],"initiatives":[73],"approaches":[75,109],"with":[76,102,113],"different":[77],"complexity":[78],"aimed":[79],"at":[80],"enabling":[81],"reproducible":[82],"context":[86],"visualization,":[88],"argue":[90],"an":[92],"alternative,":[93],"lightweight":[94],"approach":[95,122,148],"documents":[97],"most":[99],"relevant":[100],"parameters":[101],"minimal":[103],"overhead.":[104],"complements":[107],"complex":[108],"well,":[110],"integration":[112],"any":[114],"tool":[116],"or":[117],"system":[118],"simple.":[120],"Our":[121],"uses":[123],"images":[125],"produced":[126],"by":[127],"visualizations":[128],"seamlessly":[130],"piggy-backs":[131],"everyday":[132],"communication":[133],"collaborations,":[136],"publication":[137],"authoring,":[138],"public":[139],"outreach,":[140],"internal":[142],"note-taking.":[143],"We":[144],"exemplify":[145],"how":[146,156],"our":[147],"supports":[149],"day-to-day":[150],"work":[151],"discuss":[153],"limitations":[154],"they":[157],"be":[159],"countered.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
