{"id":"https://openalex.org/W4403211188","doi":"https://doi.org/10.1109/tc.2024.3475586","title":"A Numerical Variability Approach to Results Stability Tests and Its Application to Neuroimaging","display_name":"A Numerical Variability Approach to Results Stability Tests and Its Application to Neuroimaging","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403211188","doi":"https://doi.org/10.1109/tc.2024.3475586"},"language":"en","primary_location":{"id":"doi:10.1109/tc.2024.3475586","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2024.3475586","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"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 Transactions on Computers","raw_type":"journal-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/A5063545059","display_name":"Yohan Chatelain","orcid":"https://orcid.org/0000-0001-7023-250X"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Yohan Chatelain","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Concordia University, Montreal, QC, Canada","Department of Computer Science and Software Engineering Concordia University, Montreal, Quebec, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"Department of Computer Science and Software Engineering Concordia University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037994005","display_name":"Lo\u00efc Tetrel","orcid":"https://orcid.org/0000-0002-1501-331X"},"institutions":[{"id":"https://openalex.org/I4210126406","display_name":"Xuzhou Construction Machinery Group (China)","ror":"https://ror.org/02y5rmj89","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126406"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lo\u00efc Tetrel","raw_affiliation_strings":["Centre de recherche de l&#x2019;Institut Universitaire de G&#x00E9;riatrie de Montr&#x00E9;al (CRIUGM), Montr&#x00E9;al, QC, Canada","Centre de recherche de l&#x2019;Institut Universitaire de G&#x00E9;riatrie de Montr&#x00E9;al (CRIUGM), Montr&#x00E9;al, Qu\u00e9bec, Canada"],"affiliations":[{"raw_affiliation_string":"Centre de recherche de l&#x2019;Institut Universitaire de G&#x00E9;riatrie de Montr&#x00E9;al (CRIUGM), Montr&#x00E9;al, QC, Canada","institution_ids":["https://openalex.org/I4210126406"]},{"raw_affiliation_string":"Centre de recherche de l&#x2019;Institut Universitaire de G&#x00E9;riatrie de Montr&#x00E9;al (CRIUGM), Montr&#x00E9;al, Qu\u00e9bec, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005898599","display_name":"Christopher J. Markiewicz","orcid":"https://orcid.org/0000-0002-6533-164X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher J. Markiewicz","raw_affiliation_strings":["Department of Psychology, Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041859996","display_name":"Mathias Goncalves","orcid":"https://orcid.org/0000-0002-7252-7771"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mathias Goncalves","raw_affiliation_strings":["Department of Psychology, Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053240953","display_name":"Gregory Kiar","orcid":"https://orcid.org/0000-0001-8915-496X"},"institutions":[{"id":"https://openalex.org/I4210103248","display_name":"Child Mind Institute","ror":"https://ror.org/01bfgxw09","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210103248"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gregory Kiar","raw_affiliation_strings":["Child Mind Institute, New York City, NY, USA"],"affiliations":[{"raw_affiliation_string":"Child Mind Institute, New York City, NY, USA","institution_ids":["https://openalex.org/I4210103248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019878487","display_name":"Oscar Est\u00e9ban","orcid":"https://orcid.org/0000-0001-8435-6191"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oscar Esteban","raw_affiliation_strings":["Department of Psychology, Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009114084","display_name":"Pierre Bellec","orcid":"https://orcid.org/0000-0002-9111-0699"},"institutions":[{"id":"https://openalex.org/I4210126406","display_name":"Xuzhou Construction Machinery Group (China)","ror":"https://ror.org/02y5rmj89","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126406"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pierre Bellec","raw_affiliation_strings":["Centre de recherche de l&#x2019;Institut Universitaire de G&#x00E9;riatrie de Montr&#x00E9;al (CRIUGM), Montr&#x00E9;al, QC, Canada","Centre de recherche de l&#x2019;Institut Universitaire de G&#x00E9;riatrie de Montr&#x00E9;al (CRIUGM), Montr&#x00E9;al, Qu\u00e9bec, Canada"],"affiliations":[{"raw_affiliation_string":"Centre de recherche de l&#x2019;Institut Universitaire de G&#x00E9;riatrie de Montr&#x00E9;al (CRIUGM), Montr&#x00E9;al, QC, Canada","institution_ids":["https://openalex.org/I4210126406"]},{"raw_affiliation_string":"Centre de recherche de l&#x2019;Institut Universitaire de G&#x00E9;riatrie de Montr&#x00E9;al (CRIUGM), Montr&#x00E9;al, Qu\u00e9bec, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075952219","display_name":"Tristan Glatard","orcid":"https://orcid.org/0000-0003-2620-5883"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tristan Glatard","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Concordia University, Montreal, QC, Canada","Department of Computer Science and Software Engineering Concordia University, Montreal, Quebec, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"Department of Computer Science and Software Engineering Concordia University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5063545059"],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":2.2925,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88663979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"74","issue":"1","first_page":"200","last_page":"209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.7261000275611877,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.7261000275611877,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.7151167392730713},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5737943053245544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.516481876373291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3734147250652313},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3412304222583771},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28546416759490967},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1692773401737213},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1614915430545807}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.7151167392730713},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5737943053245544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.516481876373291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3734147250652313},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3412304222583771},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28546416759490967},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1692773401737213},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1614915430545807}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tc.2024.3475586","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2024.3475586","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"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 Transactions on Computers","raw_type":"journal-article"},{"id":"pmh:oai:iris.unil.ch:iris/112084","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/112084","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:serval.unil.ch:BIB_09368043966F","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_09368043966F","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Computers, vol. 74, no. 1, pp. 200-209","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.4699999988079071,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W172986868","https://openalex.org/W1969213662","https://openalex.org/W1979051296","https://openalex.org/W1992288515","https://openalex.org/W2016638338","https://openalex.org/W2032136732","https://openalex.org/W2067856382","https://openalex.org/W2087580519","https://openalex.org/W2207050309","https://openalex.org/W2915777948","https://openalex.org/W2950244299","https://openalex.org/W2951583631","https://openalex.org/W2962766833","https://openalex.org/W2977883299","https://openalex.org/W2999384460","https://openalex.org/W3154225915","https://openalex.org/W3206860915","https://openalex.org/W3209260375","https://openalex.org/W3211101558","https://openalex.org/W4205424895","https://openalex.org/W4241074797","https://openalex.org/W4391324037","https://openalex.org/W4392183235","https://openalex.org/W4393399716","https://openalex.org/W6677658203","https://openalex.org/W6805066078"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2327340211","https://openalex.org/W2073681303","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2390279801","https://openalex.org/W2282195379","https://openalex.org/W2089784006"],"abstract_inverted_index":{"Ensuring":[0],"the":[1,52,67,93,100],"long-term":[2],"reproducibility":[3,103],"of":[4,47,92,104],"data":[5,105],"analyses":[6,106],"requires":[7],"results":[8,15,36],"stability":[9,37,54,115],"tests":[10],"to":[11,56,72,84,98],"verify":[12],"that":[13,66],"analysis":[14],"remain":[16],"within":[17,88],"acceptable":[18,41],"variation":[19,42],"bounds":[20,43],"despite":[21],"inevitable":[22],"software":[23],"updates":[24,75],"and":[25,102,111],"hardware":[26],"evolutions.":[27],"This":[28,95],"paper":[29],"introduces":[30],"a":[31,60,89,109],"numerical":[32,86],"variability":[33],"approach":[34],"for":[35,114],"tests,":[38],"which":[39],"determines":[40],"using":[44],"random":[45],"rounding":[46],"floating-point":[48],"calculations.":[49],"By":[50],"applying":[51],"resulting":[53],"test":[55,68],"<italic":[57],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[58],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">fMRIPrep</i>,":[59],"widely-used":[61],"neuroimaging":[62],"tool,":[63],"we":[64],"show":[65],"is":[69],"sensitive":[70],"enough":[71,83],"detect":[73],"subtle":[74],"in":[76],"image":[77],"processing":[78],"methods":[79],"while":[80],"remaining":[81],"specific":[82],"accept":[85],"variations":[87],"reference":[90],"version":[91],"application.":[94],"result":[96],"contributes":[97],"enhancing":[99],"reliability":[101],"by":[107],"providing":[108],"robust":[110],"flexible":[112],"method":[113],"testing.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}