{"id":"https://openalex.org/W4408356027","doi":"https://doi.org/10.1109/icassp49660.2025.10889700","title":"PromptSeg: Learning to Segment Medical Image via Visual Prompts","display_name":"PromptSeg: Learning to Segment Medical Image via Visual Prompts","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408356027","doi":"https://doi.org/10.1109/icassp49660.2025.10889700"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 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/A5060754938","display_name":"Minfan Zhao","orcid":"https://orcid.org/0009-0008-4524-4830"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Minfan Zhao","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China,Hefei,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China,Hefei,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088865404","display_name":"Ziqi Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Zhu","raw_affiliation_strings":["School of Artificial Intelligence and Data Science, University of Science and Technology of China,Hefei,China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Data Science, University of Science and Technology of China,Hefei,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100690272","display_name":"Jun Shi","orcid":"https://orcid.org/0000-0002-9888-6238"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Shi","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China,Hefei,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China,Hefei,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115694711","display_name":"Zhaohui Wang","orcid":"https://orcid.org/0009-0009-8731-3598"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohui Wang","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China,Hefei,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China,Hefei,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101436158","display_name":"Junshi Chen","orcid":"https://orcid.org/0000-0002-6487-3658"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junshi Chen","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China,Hefei,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China,Hefei,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085758579","display_name":"Hong An","orcid":"https://orcid.org/0000-0002-3900-3722"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong An","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China,Hefei,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China,Hefei,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020157541","display_name":"Bing Yan","orcid":"https://orcid.org/0000-0001-7874-725X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Yan","raw_affiliation_strings":["The First Affiliated Hospital of USTC, University of Science and Technology of China,Hefei,China"],"affiliations":[{"raw_affiliation_string":"The First Affiliated Hospital of USTC, University of Science and Technology of China,Hefei,China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5060754938"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04422751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9718000292778015,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9718000292778015,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9624000191688538,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.949999988079071,"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":0.7516157627105713},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6265408992767334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5732377171516418},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44532907009124756},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.38982030749320984},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32784712314605713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7516157627105713},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6265408992767334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5732377171516418},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44532907009124756},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.38982030749320984},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32784712314605713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 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/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W1986649315","https://openalex.org/W2108598243","https://openalex.org/W2294712740","https://openalex.org/W2594179300","https://openalex.org/W2595668780","https://openalex.org/W2963275094","https://openalex.org/W2963446712","https://openalex.org/W3014974815","https://openalex.org/W3016836174","https://openalex.org/W3097337894","https://openalex.org/W3112346810","https://openalex.org/W3113231417","https://openalex.org/W3148908072","https://openalex.org/W3172681723","https://openalex.org/W3180355996","https://openalex.org/W4294305479","https://openalex.org/W4386076112","https://openalex.org/W4387211355","https://openalex.org/W4387211397","https://openalex.org/W4387225878","https://openalex.org/W4388761131","https://openalex.org/W4390873519","https://openalex.org/W4390873795","https://openalex.org/W4390874575","https://openalex.org/W4402660160","https://openalex.org/W6763301180","https://openalex.org/W6778883912","https://openalex.org/W6790275670","https://openalex.org/W6839656003","https://openalex.org/W6843258702","https://openalex.org/W6902762063","https://openalex.org/W6907045976","https://openalex.org/W6940613197"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Deep":[0],"learning":[1,58],"has":[2],"made":[3],"remarkable":[4],"medical":[5,76],"image":[6,77],"segmentation":[7,72,78,110],"advancements,":[8],"yet":[9],"its":[10],"generalization":[11,32,155],"capability":[12,156],"across":[13],"tasks":[14],"remains":[15],"challenging.":[16],"The":[17,141,161],"variety":[18],"of":[19,34,56,100],"task":[20,90,126],"objectives,":[21],"disease-dependent":[22],"labeling":[23],"variations,":[24],"and":[25,50,92,127,152],"multi-center":[26],"data":[27,48],"contribute":[28],"to":[29,82,88,123],"the":[30,54,84,98,101,125,129,135],"poor":[31],"capacity":[33],"task-specific":[35,102],"models":[36],"on":[37,157],"unseen":[38,107,159],"tasks,":[39],"necessitating":[40],"domain":[41],"adaptation":[42],"or":[43,109],"fine-tuning.":[44],"This":[45],"typically":[46],"involves":[47],"annotation":[49,139],"network":[51],"retraining,":[52,133],"limiting":[53],"application":[55],"deep":[57],"in":[59],"clinical":[60],"practice.":[61],"In":[62],"this":[63],"study,":[64],"we":[65],"propose":[66],"PromptSeg,":[67],"an":[68],"innovative":[69],"Transformer-based":[70],"unified":[71],"framework":[73],"for":[74,137],"general":[75],"tasks.":[79,160],"PromptSeg":[80],"aims":[81],"utilize":[83],"provided":[85],"visual":[86],"prompts":[87],"recognize":[89],"patterns":[91],"learn":[93],"contextual":[94],"representations,":[95],"thereby":[96],"breaking":[97],"restrictions":[99],"paradigm.":[103],"When":[104],"faced":[105],"with":[106],"datasets":[108],"targets":[111],"during":[112],"inference,":[113],"our":[114,146],"method":[115,147],"only":[116],"requires":[117],"a":[118],"few":[119],"annotated":[120],"prompt":[121],"pairs":[122],"understand":[124],"segment":[128],"query":[130],"images":[131],"without":[132],"alleviating":[134],"need":[136],"large-scale":[138],"data.":[140],"experimental":[142],"results":[143],"demonstrate":[144],"that":[145],"outperforms":[148],"existing":[149],"state-of-the-art":[150],"methods":[151],"exhibits":[153],"high":[154],"multiple":[158],"source":[162],"code":[163],"is":[164],"available":[165],"at":[166],"https://github.com/MinfanZhao/PromptSeg.":[167]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}