{"id":"https://openalex.org/W4405491223","doi":"https://doi.org/10.1109/embc53108.2024.10781962","title":"Interactive Image Selection and Training for Brain Tumor Segmentation Network","display_name":"Interactive Image Selection and Training for Brain Tumor Segmentation Network","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405491223","doi":"https://doi.org/10.1109/embc53108.2024.10781962","pmid":"https://pubmed.ncbi.nlm.nih.gov/40038984"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10781962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-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/A5003748418","display_name":"Matheus Abrantes Cerqueira","orcid":"https://orcid.org/0000-0003-3655-3435"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Matheus A. Cerqueira","raw_affiliation_strings":["University of Campinas, Campinas,Institute of Computing,S&#x00E3;o Paulo,Brazil"],"affiliations":[{"raw_affiliation_string":"University of Campinas, Campinas,Institute of Computing,S&#x00E3;o Paulo,Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011956420","display_name":"F Sprenger","orcid":"https://orcid.org/0000-0002-1631-3517"},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fl\u00e1via Sprenger","raw_affiliation_strings":["Universidade Federal do Paran&#x00E1;,Hospital de Cl&#x00ED;nicas,Curitiba,Paran\u00e1,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Paran&#x00E1;,Hospital de Cl&#x00ED;nicas,Curitiba,Paran\u00e1,Brazil","institution_ids":["https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006834232","display_name":"Bernardo Corr\u00eaa de Almeida Teixeira","orcid":"https://orcid.org/0000-0003-4769-6562"},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bernardo C. A. Teixeira","raw_affiliation_strings":["Universidade Federal do Paran&#x00E1;,Hospital de Cl&#x00ED;nicas,Curitiba,Paran\u00e1,Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Paran&#x00E1;,Hospital de Cl&#x00ED;nicas,Curitiba,Paran\u00e1,Brazil","institution_ids":["https://openalex.org/I59606676"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015267493","display_name":"Alexandre X. Falc\u00e3o","orcid":"https://orcid.org/0000-0002-2914-5380"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexandre X. Falc\u00e3o","raw_affiliation_strings":["University of Campinas, Campinas,Institute of Computing,S&#x00E3;o Paulo,Brazil"],"affiliations":[{"raw_affiliation_string":"University of Campinas, Campinas,Institute of Computing,S&#x00E3;o Paulo,Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003748418"],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":0.2432,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59349239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9977999925613403,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9954000115394592,"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":0.7551400661468506},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6403597593307495},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6401693820953369},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.571496844291687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5635996460914612},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.47003433108329773},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4276600182056427},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4256686568260193}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7551400661468506},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6403597593307495},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6401693820953369},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.571496844291687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5635996460914612},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.47003433108329773},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4276600182056427},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4256686568260193},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10781962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40038984","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40038984","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W2301358467","https://openalex.org/W2900298334","https://openalex.org/W2911066482","https://openalex.org/W2981118382","https://openalex.org/W3048128316","https://openalex.org/W3091206105","https://openalex.org/W3107176032","https://openalex.org/W3127985239","https://openalex.org/W3142164167","https://openalex.org/W3192495122","https://openalex.org/W3202452289","https://openalex.org/W3213108243","https://openalex.org/W4285505553","https://openalex.org/W4287552343","https://openalex.org/W4292289324","https://openalex.org/W4292964483","https://openalex.org/W4301595791","https://openalex.org/W4323309585","https://openalex.org/W6755891590","https://openalex.org/W6788427215"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2233261550","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W3216976533","https://openalex.org/W100620283","https://openalex.org/W2495260952","https://openalex.org/W4366179611","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Medical":[0],"image":[1,101],"segmentation":[2],"is":[3],"a":[4,11,18,31,82,126,136],"pertinent":[5],"issue,":[6],"with":[7,36,143,156],"deep":[8],"learning":[9,68],"being":[10],"leading":[12],"solution.":[13],"However,":[14],"the":[15,53,67,87,109,115,133,149],"demand":[16],"for":[17,25,34,100],"substantial":[19],"number":[20],"of":[21,117,129,135],"fully":[22],"annotated":[23],"images":[24,84,130],"training":[26,104,158],"extensive":[27],"models":[28],"can":[29,44],"be":[30,73],"hurdle,":[32],"particularly":[33],"applications":[35],"diverse":[37],"images,":[38],"such":[39],"as":[40,120],"brain":[41],"tumors,":[42],"which":[43,62],"manifest":[45],"in":[46,66],"various":[47],"sizes":[48],"and":[49,103,146],"shapes.":[50],"In":[51,92],"contrast,":[52],"recent":[54],"Feature":[55],"Learning":[56],"from":[57],"Image":[58],"Markers":[59],"(FLIM)":[60],"methodology,":[61,119],"incorporates":[63],"an":[64,97],"expert":[65],"process,":[69],"has":[70],"proven":[71],"to":[72,85,124,131],"effective.":[74],"This":[75],"approach":[76],"generates":[77],"compact":[78],"networks":[79],"requiring":[80],"only":[81],"few":[83],"train":[86,132],"convolutional":[88],"layers":[89],"without":[90],"backpropagation.":[91],"our":[93,118],"study,":[94],"we":[95,121],"implement":[96],"interactive":[98],"method":[99],"selection":[102,145],"based":[105],"on":[106,141],"FLIM,":[107],"exploring":[108],"user's":[110],"knowledge.":[111],"The":[112],"results":[113],"underscore":[114],"efficacy":[116],"were":[122],"able":[123],"select":[125],"small":[127],"set":[128],"encoder":[134],"U-shaped":[137,151],"network,":[138],"achieving":[139],"performance":[140],"par":[142],"manual":[144],"even":[147],"surpassing":[148],"same":[150],"network":[152],"trained":[153],"by":[154],"backpropagation":[155],"all":[157],"images.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
