{"id":"https://openalex.org/W7126083751","doi":"https://doi.org/10.1109/bibm66473.2025.11356217","title":"Tumor Segmentation and Basal Diameter Prediction Network for Uveal Melanoma: TSBPNet-UM","display_name":"Tumor Segmentation and Basal Diameter Prediction Network for Uveal Melanoma: TSBPNet-UM","publication_year":2025,"publication_date":"2025-12-15","ids":{"openalex":"https://openalex.org/W7126083751","doi":"https://doi.org/10.1109/bibm66473.2025.11356217"},"language":null,"primary_location":{"id":"doi:10.1109/bibm66473.2025.11356217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5124202627","display_name":"Zheng Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zheng Gong","raw_affiliation_strings":["Tsinghua University Shenzhen International Graduate School,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079670167","display_name":"Rui Song","orcid":"https://orcid.org/0000-0002-6965-0621"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Song","raw_affiliation_strings":["Tsinghua University Shenzhen International Graduate School,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124194306","display_name":"Weihao Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihao Gao","raw_affiliation_strings":["Tsinghua University Shenzhen International Graduate School,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107309119","display_name":"Z. Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuo Deng","raw_affiliation_strings":["Tsinghua University Shenzhen International Graduate School,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100529313","display_name":"Lan Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Ma","raw_affiliation_strings":["Tsinghua University Shenzhen International Graduate School,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University Shenzhen International Graduate School,Shenzhen,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075668169","display_name":"Jingyan Yang","orcid":"https://orcid.org/0000-0001-5523-649X"},"institutions":[{"id":"https://openalex.org/I1294606314","display_name":"Beijing Tongren Hospital","ror":"https://ror.org/013e4n276","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1294606314"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyan Yang","raw_affiliation_strings":["Beijing Tongren Hospital, Capital Medical University,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Tongren Hospital, Capital Medical University,Beijing,China","institution_ids":["https://openalex.org/I1294606314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101980280","display_name":"Haihan Zhang","orcid":"https://orcid.org/0000-0002-5902-7289"},"institutions":[{"id":"https://openalex.org/I1294606314","display_name":"Beijing Tongren Hospital","ror":"https://ror.org/013e4n276","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1294606314"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haihan Zhang","raw_affiliation_strings":["Beijing Tongren Hospital, Capital Medical University,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Tongren Hospital, Capital Medical University,Beijing,China","institution_ids":["https://openalex.org/I1294606314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124218983","display_name":"Lei Shao","orcid":null},"institutions":[{"id":"https://openalex.org/I1294606314","display_name":"Beijing Tongren Hospital","ror":"https://ror.org/013e4n276","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1294606314"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Shao","raw_affiliation_strings":["Beijing Tongren Hospital, Capital Medical University,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Tongren Hospital, Capital Medical University,Beijing,China","institution_ids":["https://openalex.org/I1294606314"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124034095","display_name":"Wenbin Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I1294606314","display_name":"Beijing Tongren Hospital","ror":"https://ror.org/013e4n276","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1294606314"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Wei","raw_affiliation_strings":["Beijing Tongren Hospital, Capital Medical University,Beijing,China"],"affiliations":[{"raw_affiliation_string":"Beijing Tongren Hospital, Capital Medical University,Beijing,China","institution_ids":["https://openalex.org/I1294606314"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5124202627"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75551305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6684","last_page":"6691"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11328","display_name":"Ocular Oncology and Treatments","score":0.9329000115394592,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T11328","display_name":"Ocular Oncology and Treatments","score":0.9329000115394592,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.030700000002980232,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10862","display_name":"AI in cancer detection","score":0.004100000020116568,"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/segmentation","display_name":"Segmentation","score":0.8237000107765198},{"id":"https://openalex.org/keywords/basal","display_name":"Basal (medicine)","score":0.7099000215530396},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.564300000667572},{"id":"https://openalex.org/keywords/basal-cell-carcinoma","display_name":"Basal cell carcinoma","score":0.5496000051498413},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.5460000038146973},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4453999996185303}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8237000107765198},{"id":"https://openalex.org/C2778024521","wikidata":"https://www.wikidata.org/wiki/Q55639806","display_name":"Basal (medicine)","level":3,"score":0.7099000215530396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.626800000667572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5867999792098999},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.564300000667572},{"id":"https://openalex.org/C2778804307","wikidata":"https://www.wikidata.org/wiki/Q809758","display_name":"Basal cell carcinoma","level":3,"score":0.5496000051498413},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.5460000038146973},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4453999996185303},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42309999465942383},{"id":"https://openalex.org/C2776713392","wikidata":"https://www.wikidata.org/wiki/Q278859","display_name":"Uvea","level":3,"score":0.4219000041484833},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4075999855995178},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33340001106262207},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3253999948501587},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm66473.2025.11356217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2046395694","https://openalex.org/W2127644935","https://openalex.org/W2127998240","https://openalex.org/W2143878396","https://openalex.org/W2194775991","https://openalex.org/W2559127842","https://openalex.org/W2896965494","https://openalex.org/W2962858109","https://openalex.org/W2963476376","https://openalex.org/W2996290406","https://openalex.org/W3014120959","https://openalex.org/W3138516171","https://openalex.org/W4221160948","https://openalex.org/W4283653860","https://openalex.org/W4308741743","https://openalex.org/W4312599212","https://openalex.org/W4313481999","https://openalex.org/W4321232185","https://openalex.org/W4386076493","https://openalex.org/W4390770202","https://openalex.org/W4394693378","https://openalex.org/W4397044997","https://openalex.org/W4401748995"],"related_works":[],"abstract_inverted_index":{"The":[0,57,137,188],"basal":[1,48,80,163,186],"diameter":[2,49,81],"of":[3,20,59,185,193],"uveal":[4,44,83],"melanoma":[5,45],"is":[6,25],"critical":[7],"for":[8,28,40,53,82,104,133],"its":[9],"prognosis":[10],"and":[11,13,36,47,63,72,77,94,99,126,191],"therapy,":[12],"it":[14,33],"can":[15],"indicate":[16],"the":[17,21,75,96,122,148,154,171,181,194],"metastatic":[18],"risk":[19],"tumor.":[22],"Tumor":[23,97],"segmentation":[24,46,144],"also":[26],"significant":[27],"guiding":[29],"clinical":[30],"diagnosis,":[31],"as":[32],"provides":[34],"morphological":[35],"other":[37],"essential":[38],"information":[39,145],"clinicians.":[41],"However,":[42],"precise":[43],"prediction":[50,183],"remain":[51],"challenging":[52],"current":[54],"computer-aided":[55],"methods.":[56],"scarcity":[58],"large,":[60],"annotated":[61],"datasets":[62],"appropriate":[64],"multi-task":[65],"models":[66,175],"hinders":[67],"further":[68],"exploration":[69],"to":[70,114,146,178],"simultaneously":[71],"accurately":[73],"segment":[74],"tumors":[76],"predict":[78],"their":[79],"melanoma.":[84],"To":[85],"address":[86],"this":[87],"challenge,":[88],"we":[89],"collected":[90],"a":[91],"novel":[92],"dataset":[93],"proposed":[95],"Segmentation":[98,125,140],"Basal":[100,127,149,155],"Diameter":[101,128,150,156],"Prediction":[102,129,151,157],"Network":[103],"Uveal":[105,123,138],"Melanoma":[106,124,139],"(TSBPNet-UM),":[107],"which":[108],"utilizes":[109],"readily":[110],"accessible":[111],"fundus":[112],"images":[113],"accomplish":[115],"both":[116],"tasks":[117],"concurrently.":[118],"Its":[119],"two":[120],"sub-networks,":[121],"networks,":[130],"are":[131],"designed":[132],"mutual":[134],"performance":[135,190],"enhancement.":[136],"network":[141,158],"transfers":[142],"spatial":[143],"assist":[147],"network.":[152],"Conversely,":[153],"updates":[159],"all":[160],"parameters":[161],"using":[162],"diameter-derived":[164],"gradient":[165],"information.":[166],"This":[167],"model":[168],"effectively":[169],"overcomes":[170],"limitation":[172],"that":[173],"conventional":[174],"often":[176],"struggle":[177],"converge":[179],"on":[180],"direct":[182],"task":[184],"diameter.":[187],"superior":[189],"efficacy":[192],"TSBPNetUM":[195],"have":[196],"been":[197],"demonstrated":[198],"through":[199],"extensive":[200],"experiments.":[201]},"counts_by_year":[],"updated_date":"2026-02-01T03:34:12.195049","created_date":"2026-01-30T00:00:00"}
