{"id":"https://openalex.org/W4401749005","doi":"https://doi.org/10.1109/isbi56570.2024.10635647","title":"LaSCL-PLC: Lesion-Aware Supervised Contrastive Learning for Patient-Level Classification of Brainstem and Cerebellar Hemangioblastomas","display_name":"LaSCL-PLC: Lesion-Aware Supervised Contrastive Learning for Patient-Level Classification of Brainstem and Cerebellar Hemangioblastomas","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401749005","doi":"https://doi.org/10.1109/isbi56570.2024.10635647"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635647","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635647","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":"conference-paper","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/A5102832084","display_name":"Botao Zhao","orcid":"https://orcid.org/0000-0003-4399-4503"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Botao Zhao","raw_affiliation_strings":["Research Center for Augmented Intelligence,Zhejiang Lab,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Augmented Intelligence,Zhejiang Lab,China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100644432","display_name":"Yan Ren","orcid":"https://orcid.org/0000-0002-4007-8625"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Ren","raw_affiliation_strings":["Fudan University,Radiology Department of Huashan Hospital,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Radiology Department of Huashan Hospital,China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210159575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079024995","display_name":"Yaru Sheng","orcid":"https://orcid.org/0000-0002-7629-9278"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaru Sheng","raw_affiliation_strings":["Fudan University,Radiology Department of Huashan Hospital,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Radiology Department of Huashan Hospital,China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210159575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056486566","display_name":"Shengfeng Liu","orcid":"https://orcid.org/0000-0002-6902-3329"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengfeng Liu","raw_affiliation_strings":["Research Center for Augmented Intelligence,Zhejiang Lab,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Augmented Intelligence,Zhejiang Lab,China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642814","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0003-3513-6533"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["Research Center for Augmented Intelligence,Zhejiang Lab,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Augmented Intelligence,Zhejiang Lab,China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101407230","display_name":"Shengjie Zhang","orcid":"https://orcid.org/0000-0002-0829-0124"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengjie Zhang","raw_affiliation_strings":["Fudan University,Institute of Science and Technology for Brain-Inspired Intelligence,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Institute of Science and Technology for Brain-Inspired Intelligence,China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210164150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433609","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0002-7140-5414"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["Research Center for Augmented Intelligence,Zhejiang Lab,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Augmented Intelligence,Zhejiang Lab,China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051610627","display_name":"Xiao\u2010Yong Zhang","orcid":"https://orcid.org/0000-0001-8965-1077"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Yong Zhang","raw_affiliation_strings":["Fudan University,Institute of Science and Technology for Brain-Inspired Intelligence,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University,Institute of Science and Technology for Brain-Inspired Intelligence,China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210164150"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9710999727249146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/brainstem","display_name":"Brainstem","score":0.749360978603363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5881630182266235},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.5177747011184692},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3778928518295288},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35633817315101624},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3237871527671814},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26594021916389465},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2277226746082306},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.13148438930511475}],"concepts":[{"id":"https://openalex.org/C551621295","wikidata":"https://www.wikidata.org/wiki/Q182228","display_name":"Brainstem","level":2,"score":0.749360978603363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5881630182266235},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.5177747011184692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3778928518295288},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35633817315101624},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3237871527671814},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26594021916389465},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2277226746082306},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.13148438930511475}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635647","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635647","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2021361692","https://openalex.org/W2039802225","https://openalex.org/W2095705004","https://openalex.org/W2295598076","https://openalex.org/W2775768759","https://openalex.org/W2929753309","https://openalex.org/W3009561768","https://openalex.org/W3016836174","https://openalex.org/W4221163766","https://openalex.org/W4224237294","https://openalex.org/W4307823382","https://openalex.org/W6674330103","https://openalex.org/W6761274798","https://openalex.org/W6774670964"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725","https://openalex.org/W2148612803"],"abstract_inverted_index":{"Brainstem":[0],"and":[1,100],"cerebellar":[2,101],"hemangioblastoma":[3],"(HB)":[4],"is":[5,70,137],"a":[6,55,94,126],"rare":[7],"tumor":[8,87,102],"that":[9,79,116],"presents":[10],"risks":[11],"of":[12,21,36,97,134],"haemorrhage":[13],"during":[14],"biopsy":[15],"due":[16,44],"to":[17,30,45,76,85],"the":[18,22,86],"vascular":[19],"nature":[20],"lesions.":[23],"However,":[24],"it":[25],"remains":[26],"challenging":[27],"lor":[28],"radiologists":[29],"distinguish":[31],"HB":[32,112],"from":[33],"other":[34],"types":[35],"intracranial":[37],"tumors":[38],"based":[39],"solely":[40],"on":[41,93],"MRI":[42,104],"scans,":[43,105],"highly":[46],"similar":[47],"imaging":[48],"characteristics.":[49],"To":[50],"address":[51],"this,":[52],"we":[53],"propose":[54],"novel":[56],"patient-level":[57],"classification":[58],"frame-work":[59],"leveraging":[60],"lesion-aware":[61],"supervised":[62,73],"contrastive":[63,74],"learning,":[64],"named":[65],"LaSCL-PLC.":[66],"The":[67,132],"core":[68],"concept":[69],"using":[71],"lesion-focused":[72],"learning":[75],"extract":[77],"representations":[78],"contain":[80],"rich":[81],"information":[82],"directly":[83],"related":[84],"region":[88],"itself.":[89],"We":[90],"evaluated":[91],"LaSCL-PLC":[92,117],"local":[95],"dataset":[96],"240":[98],"brainstem":[99],"T1-enhanced":[103],"including":[106],"97":[107],"scans":[108],"positively":[109],"identified":[110],"as":[111],"patients.":[113],"Experiments":[114],"demonstrate":[115],"out-performs":[118],"current":[119],"state-of-the-art":[120],"methods":[121],"in":[122],"distinguishing":[123],"HB,":[124],"achieving":[125],"competitive":[127],"performance":[128],"with":[129],"expert":[130],"neuroradiologists.":[131],"code":[133],"our":[135],"model":[136],"now":[138],"available":[139],"at":[140],"https://github.com/Haifengtao/LaSCL-PLC":[141]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}