{"id":"https://openalex.org/W4392904650","doi":"https://doi.org/10.1109/icassp48485.2024.10446165","title":"YOLO-Med : Multi-Task Interaction Network for Biomedical Images","display_name":"YOLO-Med : Multi-Task Interaction Network for Biomedical Images","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392904650","doi":"https://doi.org/10.1109/icassp48485.2024.10446165"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10446165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5058427805","display_name":"Suizhi Huang","orcid":"https://orcid.org/0000-0003-0172-6711"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Suizhi Huang","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering","Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092574641","display_name":"Shalayiding Sirejiding","orcid":"https://orcid.org/0000-0003-1255-4994"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shalayiding Sirejiding","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering","Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016420216","display_name":"Yuxiang Lu","orcid":"https://orcid.org/0009-0002-6344-3880"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiang Lu","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering","Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688231","display_name":"Yue Ding","orcid":"https://orcid.org/0000-0002-2911-1244"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Ding","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering","Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047233512","display_name":"Leheng Liu","orcid":"https://orcid.org/0000-0002-7046-9205"},"institutions":[{"id":"https://openalex.org/I4210135742","display_name":"Shanghai First People's Hospital","ror":"https://ror.org/04a46mh28","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210135742"]},{"id":"https://openalex.org/I4210154606","display_name":"People's Liberation Army 411 Hospital","ror":"https://ror.org/0576c1v48","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leheng Liu","raw_affiliation_strings":["Shanghai General Hospital,Department of Gastroenterology","Department of Gastroenterology, Shanghai General Hospital"],"affiliations":[{"raw_affiliation_string":"Shanghai General Hospital,Department of Gastroenterology","institution_ids":["https://openalex.org/I4210154606"]},{"raw_affiliation_string":"Department of Gastroenterology, Shanghai General Hospital","institution_ids":["https://openalex.org/I4210135742"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039588857","display_name":"Hui Zhou","orcid":"https://orcid.org/0000-0002-7950-4003"},"institutions":[{"id":"https://openalex.org/I4210154606","display_name":"People's Liberation Army 411 Hospital","ror":"https://ror.org/0576c1v48","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154606"]},{"id":"https://openalex.org/I4210135742","display_name":"Shanghai First People's Hospital","ror":"https://ror.org/04a46mh28","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210135742"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zhou","raw_affiliation_strings":["Shanghai General Hospital,Department of Gastroenterology","Department of Gastroenterology, Shanghai General Hospital"],"affiliations":[{"raw_affiliation_string":"Shanghai General Hospital,Department of Gastroenterology","institution_ids":["https://openalex.org/I4210154606"]},{"raw_affiliation_string":"Department of Gastroenterology, Shanghai General Hospital","institution_ids":["https://openalex.org/I4210135742"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102899381","display_name":"Hongtao Lu","orcid":"https://orcid.org/0000-0003-2300-3039"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Lu","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering","Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5058427805"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.8421,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85791336,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2175","last_page":"2179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9993000030517578,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9991000294685364,"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":0.9979000091552734,"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/computer-science","display_name":"Computer science","score":0.8441630601882935},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7863144874572754},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7403439283370972},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7250009179115295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6418352723121643},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5410221219062805},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5211772322654724},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5128946304321289},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.48240840435028076},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4690718352794647},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4638431668281555},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4477066993713379},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.41646334528923035},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4144875109195709},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3696025609970093}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8441630601882935},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7863144874572754},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7403439283370972},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7250009179115295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6418352723121643},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5410221219062805},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5211772322654724},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5128946304321289},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.48240840435028076},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4690718352794647},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4638431668281555},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4477066993713379},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.41646334528923035},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4144875109195709},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3696025609970093},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10446165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320330944","display_name":"Nature","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1901129140","https://openalex.org/W2109255472","https://openalex.org/W2565639579","https://openalex.org/W2884561390","https://openalex.org/W2891227135","https://openalex.org/W2962876901","https://openalex.org/W2963037989","https://openalex.org/W2963857746","https://openalex.org/W2979564444","https://openalex.org/W2997286550","https://openalex.org/W2997747012","https://openalex.org/W3018757597","https://openalex.org/W3092344722","https://openalex.org/W3094502228","https://openalex.org/W3102800025","https://openalex.org/W3120894151","https://openalex.org/W3172681723","https://openalex.org/W3184439416","https://openalex.org/W3197217317","https://openalex.org/W3202285299","https://openalex.org/W4205164650","https://openalex.org/W4210534168","https://openalex.org/W4220814249","https://openalex.org/W4316362978","https://openalex.org/W4360981268","https://openalex.org/W4382240142","https://openalex.org/W4382877880","https://openalex.org/W4386172564","https://openalex.org/W4390590999","https://openalex.org/W6620707391","https://openalex.org/W6742348326","https://openalex.org/W6756341756","https://openalex.org/W6784333009"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W4321636575","https://openalex.org/W1986418932","https://openalex.org/W2357796999","https://openalex.org/W2045526782","https://openalex.org/W2741131631","https://openalex.org/W2156919374","https://openalex.org/W1483472507","https://openalex.org/W1984019423","https://openalex.org/W4280588203"],"abstract_inverted_index":{"Object":[0],"detection":[1,20,38,98],"and":[2,21,37,63,99,109,147,155],"semantic":[3,100],"segmentation":[4,22,36,44,101],"are":[5],"pivotal":[6],"components":[7],"in":[8,18,57,130,144],"biomedical":[9,80,158],"image":[10,81,159],"analysis.":[11,82],"Current":[12],"single-task":[13],"networks":[14,25,49],"exhibit":[15],"promising":[16,142],"outcomes":[17],"both":[19],"tasks.":[23,138],"Multi-task":[24],"have":[26],"gained":[27],"prominence":[28],"due":[29],"to":[30,33,132],"their":[31],"capability":[32],"simultaneously":[34],"tackle":[35],"tasks,":[39],"while":[40],"also":[41],"accelerating":[42],"the":[43,55,70,118,152],"inference.":[45],"Nevertheless,":[46],"recent":[47],"multi-task":[48,91],"confront":[50],"distinct":[51],"limitations":[52],"such":[53],"as":[54],"difficulty":[56],"striking":[58],"a":[59,107,110,156],"balance":[60],"between":[61,136],"accuracy":[62,146],"inference":[64],"speed.":[65],"Additionally,":[66],"they":[67],"often":[68],"overlook":[69],"integration":[71],"of":[72,94,120],"cross-scale":[73,125],"features,":[74],"which":[75],"is":[76,128],"especially":[77],"important":[78],"for":[79,112],"In":[83],"this":[84],"study,":[85],"we":[86],"propose":[87],"an":[88],"efficient":[89],"end-to-end":[90],"network":[92],"capable":[93],"concurrently":[95],"performing":[96],"object":[97],"called":[102],"YOLO-Med.":[103],"Our":[104,139],"model":[105,140],"employs":[106],"backbone":[108],"neck":[111],"multi-scale":[113],"feature":[114],"extraction,":[115],"complemented":[116],"by":[117],"inclusion":[119],"two":[121],"task-specific":[122],"decoders.":[123],"A":[124],"task-interaction":[126],"module":[127],"employed":[129],"order":[131],"facilitate":[133],"information":[134],"fusion":[135],"various":[137],"exhibits":[141],"results":[143],"balancing":[145],"speed":[148],"when":[149],"evaluated":[150],"on":[151],"Kvasir-seg":[153],"dataset":[154],"private":[157],"dataset.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}