{"id":"https://openalex.org/W4401794609","doi":"https://doi.org/10.1109/isbi56570.2024.10635396","title":"Brain MRI Screening Tool with Federated Learning","display_name":"Brain MRI Screening Tool with Federated Learning","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401794609","doi":"https://doi.org/10.1109/isbi56570.2024.10635396"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635396","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-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/A5006123046","display_name":"Roman Stoklasa","orcid":"https://orcid.org/0000-0002-3939-8824"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Roman Stoklasa","raw_affiliation_strings":["CERN,Technology Department,Switzerland"],"affiliations":[{"raw_affiliation_string":"CERN,Technology Department,Switzerland","institution_ids":["https://openalex.org/I67311998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085940124","display_name":"Ioannis Stathopoulos","orcid":"https://orcid.org/0000-0002-7769-7534"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ioannis Stathopoulos","raw_affiliation_strings":["CERN,Technology Department,Switzerland"],"affiliations":[{"raw_affiliation_string":"CERN,Technology Department,Switzerland","institution_ids":["https://openalex.org/I67311998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081498241","display_name":"Efstratios Karavasilis","orcid":"https://orcid.org/0000-0002-7291-2231"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Efstratios Karavasilis","raw_affiliation_strings":["Democritus University of Thrace,Medical Physics Laboratory, School of Medicine,Alexandroupolis,Greece"],"affiliations":[{"raw_affiliation_string":"Democritus University of Thrace,Medical Physics Laboratory, School of Medicine,Alexandroupolis,Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001228697","display_name":"Efstathios Efstathopoulos","orcid":"https://orcid.org/0000-0003-2747-3353"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Efstathios Efstathopoulos","raw_affiliation_strings":["National & Kapodistrian University of Athens,Medical School,2nd Dept of Radiology,Chaidari,Greece"],"affiliations":[{"raw_affiliation_string":"National & Kapodistrian University of Athens,Medical School,2nd Dept of Radiology,Chaidari,Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010039100","display_name":"Marek Dost\u00e1l","orcid":"https://orcid.org/0000-0003-1740-9227"},"institutions":[{"id":"https://openalex.org/I4210102302","display_name":"University Hospital Brno","ror":"https://ror.org/00qq1fp34","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210102302"]},{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Marek Dost\u00e1l","raw_affiliation_strings":["Masaryk University and University Hospital Brno,Faculty of Medicine,Dept of Radiology and Nuclear Medicine"],"affiliations":[{"raw_affiliation_string":"Masaryk University and University Hospital Brno,Faculty of Medicine,Dept of Radiology and Nuclear Medicine","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210102302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022589687","display_name":"Milo\u0161 Ke\u0159kovsk\u00fd","orcid":"https://orcid.org/0000-0003-0587-9897"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I4210102302","display_name":"University Hospital Brno","ror":"https://ror.org/00qq1fp34","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210102302"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Milo\u0161 Ke\u0159kovsk\u00fd","raw_affiliation_strings":["Masaryk University and University Hospital Brno,Faculty of Medicine,Dept of Radiology and Nuclear Medicine"],"affiliations":[{"raw_affiliation_string":"Masaryk University and University Hospital Brno,Faculty of Medicine,Dept of Radiology and Nuclear Medicine","institution_ids":["https://openalex.org/I21449261","https://openalex.org/I4210102302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010186031","display_name":"Michal Kozubek","orcid":"https://orcid.org/0000-0001-7902-589X"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Michal Kozubek","raw_affiliation_strings":["Masaryk University,Centre for Biomedical Image Analysis, Faculty of Informatics,Brno,Czech Republic"],"affiliations":[{"raw_affiliation_string":"Masaryk University,Centre for Biomedical Image Analysis, Faculty of Informatics,Brno,Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069214353","display_name":"Luigi Serio","orcid":"https://orcid.org/0000-0002-9346-2663"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Luigi Serio","raw_affiliation_strings":["CERN,Technology Department,Switzerland"],"affiliations":[{"raw_affiliation_string":"CERN,Technology Department,Switzerland","institution_ids":["https://openalex.org/I67311998"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5006123046"],"corresponding_institution_ids":["https://openalex.org/I67311998"],"apc_list":null,"apc_paid":null,"fwci":0.7646,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72210361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9828000068664551,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.661422848701477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3270139992237091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.661422848701477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3270139992237091}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635396","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:cds.cern.ch:2948252","is_oa":false,"landing_page_url":"http://cds.cern.ch/record/2948252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311419","display_name":"Ministry of Health","ror":null},{"id":"https://openalex.org/F4320311649","display_name":"Ministry of Education","ror":"https://ror.org/036nq5137"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2116612304","https://openalex.org/W2183341477","https://openalex.org/W2283463896","https://openalex.org/W3014974815","https://openalex.org/W3112701542","https://openalex.org/W4206297948","https://openalex.org/W4206726406","https://openalex.org/W4285505698","https://openalex.org/W4310852955","https://openalex.org/W6695838908","https://openalex.org/W6810934379"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"In":[0,21],"clinical":[1],"practice,":[2],"we":[3,86],"often":[4],"see":[5],"significant":[6],"delays":[7],"between":[8],"MRI":[9,82],"scans":[10],"and":[11,34,85],"the":[12,29,38,45,68,97,101,120],"diagnosis":[13],"made":[14],"by":[15,28],"radiologists,":[16],"even":[17,37],"for":[18,47,91],"severe":[19,39,74],"cases.":[20],"some":[22],"cases,":[23],"this":[24],"may":[25,71,117],"be":[26,51,72],"caused":[27],"lack":[30],"of":[31,131,143],"additional":[32,63],"information":[33],"clues,":[35],"so":[36,114],"cases":[40],"need":[41],"to":[42,119],"wait":[43],"in":[44,134],"queue":[46],"diagnosis.":[48],"This":[49],"can":[50],"avoided":[52],"if":[53],"there":[54],"is":[55,96],"an":[56,79],"automatic":[57,80],"software":[58],"tool,":[59],"which":[60],"would":[61],"supplement":[62],"information,":[64],"alerting":[65],"radiologists":[66],"that":[67],"particular":[69],"patient":[70],"a":[73,104,141,146],"case.":[75],"We":[76],"are":[77,87],"presenting":[78],"brain":[81,132],"Screening":[83],"Tool":[84],"demonstrating":[88],"its":[89],"capabilities":[90],"detecting":[92],"tumor-like":[93],"pathologies.":[94],"It":[95],"first":[98],"version":[99],"on":[100],"path":[102],"toward":[103],"robust":[105],"multi-pathology":[106],"screening":[107],"solution.":[108],"The":[109,127],"tool":[110,128],"supports":[111],"Federated":[112],"Learning,":[113],"multiple":[115],"institutions":[116],"contribute":[118],"model":[121],"without":[122],"disclosing":[123],"their":[124],"private":[125],"data.":[126],"detected":[129],"98%":[130],"tumors":[133],"our":[135],"testing":[136],"dataset":[137],"(102":[138],"patients)":[139],"with":[140],"precision":[142],"91%,":[144],"achieving":[145],"segmentation":[147],"Dice":[148],"score":[149],"more":[150],"than":[151],"0.88.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}