{"id":"https://openalex.org/W4400021758","doi":"https://doi.org/10.1109/hsi61632.2024.10613533","title":"PredictStr: A Balanced Benchmark Dataset for Improve Stroke Prediction","display_name":"PredictStr: A Balanced Benchmark Dataset for Improve Stroke Prediction","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4400021758","doi":"https://doi.org/10.1109/hsi61632.2024.10613533"},"language":"en","primary_location":{"id":"doi:10.1109/hsi61632.2024.10613533","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/hsi61632.2024.10613533","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on Human System Interaction (HSI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04622267/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074456682","display_name":"Taissir Fekih Romdhane","orcid":"https://orcid.org/0000-0001-5517-8349"},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Taissir Fekih Romdhane","raw_affiliation_strings":["University of Tunis El Manar,LIPSIC-FST, Faculty of Sciences,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tunis El Manar,LIPSIC-FST, Faculty of Sciences,Tunisia","institution_ids":["https://openalex.org/I63596082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050118866","display_name":"Mohamed Ibn Khedher","orcid":"https://orcid.org/0009-0008-2570-0843"},"institutions":[{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Ibn Khedher","raw_affiliation_strings":["IRT - SystemX,Palaiseau,France,91120","IRT SystemX (Institut de recherche technologique SystemX - 8 Avenue de la Vauve, 91120 Palaiseau - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRT - SystemX,Palaiseau,France,91120","institution_ids":["https://openalex.org/I3018083178"]},{"raw_affiliation_string":"IRT SystemX (Institut de recherche technologique SystemX - 8 Avenue de la Vauve, 91120 Palaiseau - France)","institution_ids":["https://openalex.org/I3018083178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038934826","display_name":"Moun\u00eem A. El\u2010Yacoubi","orcid":"https://orcid.org/0000-0002-7383-0588"},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"T\u00e9l\u00e9com SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mounim A. El-Yacoubi","raw_affiliation_strings":["Institut Polytechnique de Paris,Samovar, Telecom SudParis,Palaiseau,France,91120","ARMEDIA-SAMOVAR - ARMEDIA (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Polytechnique de Paris,Samovar, Telecom SudParis,Palaiseau,France,91120","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"ARMEDIA-SAMOVAR - ARMEDIA (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","institution_ids":["https://openalex.org/I4387153010"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)","institution_ids":["https://openalex.org/I4210145102"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14938073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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":0.9954000115394592,"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":0.9919999837875366,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7984694242477417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7141588926315308},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.4890659749507904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4214797616004944},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38790905475616455},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08523312211036682},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.050552427768707275}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7984694242477417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7141588926315308},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.4890659749507904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4214797616004944},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38790905475616455},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08523312211036682},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.050552427768707275},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/hsi61632.2024.10613533","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/hsi61632.2024.10613533","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on Human System Interaction (HSI)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04622267v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04622267","pdf_url":"https://hal.science/hal-04622267/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"16th International Conference on Human System Interaction (HSI), Jul 2024, Paris, France. ⟨10.1109/HSI61632.2024.10613533⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04622267v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04622267","pdf_url":"https://hal.science/hal-04622267/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"16th International Conference on Human System Interaction (HSI), Jul 2024, Paris, France. ⟨10.1109/HSI61632.2024.10613533⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400021758.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W1930624869","https://openalex.org/W2009858410","https://openalex.org/W2030322782","https://openalex.org/W2054804828","https://openalex.org/W2104933073","https://openalex.org/W2118978333","https://openalex.org/W2122111042","https://openalex.org/W2131681506","https://openalex.org/W2148143831","https://openalex.org/W2396881363","https://openalex.org/W2791030177","https://openalex.org/W2885570862","https://openalex.org/W2895891552","https://openalex.org/W2990283237","https://openalex.org/W3034674374","https://openalex.org/W3092848502","https://openalex.org/W3093285665","https://openalex.org/W3099768174","https://openalex.org/W3177781640","https://openalex.org/W3190950602","https://openalex.org/W4221068468","https://openalex.org/W4292707488","https://openalex.org/W4380994450","https://openalex.org/W4389371930","https://openalex.org/W4395468899","https://openalex.org/W6603460400","https://openalex.org/W6784145239"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Predicting":[0],"strokes":[1],"is":[2],"essential":[3],"for":[4,132],"improving":[5],"healthcare":[6],"outcomes":[7],"and":[8,49,93,106],"saving":[9],"lives.":[10],"This":[11,24],"paper":[12],"introduces":[13],"a":[14,28,45,59],"benchmarking":[15],"dataset,":[16],"PredictStr,":[17],"specifically":[18],"developed":[19],"to":[20,52,77,84,116],"enhance":[21,53],"stroke":[22,134],"prediction.":[23],"dataset":[25,31],"improves":[26],"upon":[27,69],"previously":[29],"unique":[30],"identified":[32],"in":[33,126],"the":[34,62,70,85,128],"literature.":[35],"Our":[36,81],"methodology":[37],"comprises":[38],"two":[39],"main":[40],"steps:":[41],"firstly,":[42],"we":[43,57],"outline":[44],"series":[46],"of":[47,87],"preprocessing":[48],"cleaning":[50],"measures":[51],"data":[54],"quality.":[55],"Secondly,":[56],"present":[58],"novel":[60],"algorithm,":[61],"Dynamic":[63],"Hybrid":[64],"Balancing":[65],"Algorithm,":[66],"which":[67],"builds":[68],"ADSYSN":[71],"algorithm":[72],"by":[73],"integrating":[74],"consistency":[75],"constraints":[76],"address":[78],"class":[79],"imbalances.":[80],"contribution":[82],"extends":[83],"application":[86],"sophisticated":[88],"analysis":[89],"techniques,":[90],"including":[91],"histogram":[92],"boxplot":[94],"analyses,":[95],"feature":[96,103,121],"distribution":[97],"assessments,":[98],"statistical":[99],"explorations,":[100],"correlation":[101],"evaluations,":[102],"importance":[104],"rankings,":[105],"Individual":[107],"Conditional":[108],"Expectation":[109],"(ICE)":[110],"plots.":[111],"These":[112],"methodologies":[113],"are":[114],"designed":[115],"provide":[117],"valuable":[118],"insights":[119],"into":[120],"significance,":[122],"thereby":[123],"assisting":[124],"researchers":[125],"identifying":[127],"most":[129],"critical":[130],"attributes":[131],"effective":[133],"detection.":[135]},"counts_by_year":[],"updated_date":"2026-07-09T07:52:08.696243","created_date":"2025-10-10T00:00:00"}