{"id":"https://openalex.org/W4402352205","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650603","title":"Sribble Supervised Multimodal Medical Image Segmentation","display_name":"Sribble Supervised Multimodal Medical Image Segmentation","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4402352205","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650603"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn60899.2024.10650603","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn60899.2024.10650603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","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/A5100657763","display_name":"Zheng Wang","orcid":"https://orcid.org/0000-0001-8458-6704"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Wang","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458221","display_name":"Xinliang Zhang","orcid":"https://orcid.org/0000-0003-0467-8946"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinliang Zhang","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109778676","display_name":"Junkun Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junkun Zhao","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162868743"],"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":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9933000206947327,"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":0.9933000206947327,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9901000261306763,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9775000214576721,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7225880026817322},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.7120450735092163},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6713211536407471},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6210786700248718},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5494151711463928},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.505608081817627},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.48016873002052307},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41447964310646057}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7225880026817322},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.7120450735092163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6713211536407471},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6210786700248718},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5494151711463928},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.505608081817627},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.48016873002052307},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41447964310646057}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn60899.2024.10650603","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn60899.2024.10650603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321408","display_name":"Ministry of Education","ror":"https://ror.org/01p262204"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W2031489346","https://openalex.org/W2065768018","https://openalex.org/W2124351162","https://openalex.org/W2125637308","https://openalex.org/W2337429362","https://openalex.org/W2412782625","https://openalex.org/W2755136704","https://openalex.org/W2787091153","https://openalex.org/W2804047627","https://openalex.org/W2963046541","https://openalex.org/W2963198662","https://openalex.org/W2963687373","https://openalex.org/W3007268491","https://openalex.org/W3015788359","https://openalex.org/W3017153481","https://openalex.org/W3094502228","https://openalex.org/W3100040694","https://openalex.org/W3129501203","https://openalex.org/W3132851869","https://openalex.org/W3152004749","https://openalex.org/W4214714094","https://openalex.org/W4214961286","https://openalex.org/W4295747380","https://openalex.org/W4301366318","https://openalex.org/W4310128793","https://openalex.org/W4313151123","https://openalex.org/W4366208220","https://openalex.org/W4383215554","https://openalex.org/W4386076431","https://openalex.org/W4386076522","https://openalex.org/W4388191550","https://openalex.org/W4390873795","https://openalex.org/W4390874575","https://openalex.org/W6784333009","https://openalex.org/W6851800889"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W1986655823","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W4205800335","https://openalex.org/W2386644571","https://openalex.org/W2372421320"],"abstract_inverted_index":{"Scribble-supervised":[0],"image":[1,60,95,133,170,175],"segmentation":[2,109,171,176],"holds":[3],"significant":[4],"clinical":[5,32],"value,":[6],"notably":[7],"reducing":[8],"the":[9,30,49,67,75,102,138,159,165,173],"labor-intensive":[10],"annotation":[11],"process":[12],"compared":[13],"to":[14,74,142],"fully":[15,57],"supervised":[16,58],"alternatives.":[17],"Presently,":[18],"existing":[19],"methodologies":[20],"in":[21,56,66,172],"scribble":[22],"supervision":[23],"predominantly":[24],"focus":[25],"on":[26],"individual":[27],"images,":[28],"neglecting":[29],"prevalent":[31],"practice":[33],"of":[34,42,52,69,77,161,167],"referencing":[35],"multimodal":[36,54,94,108,132,169],"images":[37,55],"for":[38,130],"a":[39,120,124],"comprehensive":[40,121],"assessment":[41],"tumors,":[43],"organs,":[44],"and":[45,98,106,150],"related":[46],"structures.":[47],"Despite":[48],"proven":[50],"efficacy":[51],"utilizing":[53],"medical":[59,174],"segmentation,":[61],"this":[62,84,88,115],"advantage":[63],"remains":[64],"unexplored":[65],"context":[68],"scribble-supervised":[70,131,168],"methodologies,":[71],"primarily":[72],"due":[73],"absence":[76],"annotated":[78],"datasets":[79,179],"supporting":[80],"such":[81],"investigations.":[82],"In":[83],"paper,":[85],"we":[86,118],"address":[87],"gap":[89],"by":[90],"introducing":[91],"two":[92],"scribble-annotated":[93],"datasets,":[96,110],"ScribbleBraTS":[97],"ScribbleMyoPS,":[99],"derived":[100],"from":[101,147],"publicly":[103],"available":[104,181],"BraTS2018":[105],"MyoPS":[107],"respectively.":[111],"To":[112],"further":[113],"confront":[114],"special":[116],"challenge,":[117],"propose":[119],"framework":[122,136],"employing":[123],"multi-label":[125],"training":[126],"strategy":[127],"namely":[128],"SMSeg":[129],"segmentation.":[134],"The":[135,178],"leverages":[137],"segment":[139],"anything":[140],"model":[141],"generate":[143],"multiple":[144],"modality-specific":[145],"pseudo-labels":[146,153],"diverse":[148],"modalities":[149],"adopt":[151],"these":[152],"as":[154],"joint-supervision.":[155],"Extensive":[156],"experiments":[157],"validate":[158],"effectiveness":[160],"our":[162],"approach,":[163],"underscoring":[164],"potential":[166],"field.":[177],"are":[180],"at":[182],"github.":[183]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}