{"id":"https://openalex.org/W4388452200","doi":"https://doi.org/10.1016/j.media.2023.103024","title":"Prompt tuning for parameter-efficient medical image segmentation","display_name":"Prompt tuning for parameter-efficient medical image segmentation","publication_year":2023,"publication_date":"2023-11-07","ids":{"openalex":"https://openalex.org/W4388452200","doi":"https://doi.org/10.1016/j.media.2023.103024","pmid":"https://pubmed.ncbi.nlm.nih.gov/37976866"},"language":"en","primary_location":{"id":"doi:10.1016/j.media.2023.103024","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2023.103024","pdf_url":null,"source":{"id":"https://openalex.org/S116571295","display_name":"Medical Image Analysis","issn_l":"1361-8415","issn":["1361-8415","1361-8423","1361-8431"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Image Analysis","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5000690414","display_name":"Marc Fischer","orcid":"https://orcid.org/0000-0001-8892-0079"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marc Fischer","raw_affiliation_strings":["Institute of Signal Processing and System Theory, University of Stuttgart, 70550 Stuttgart, Germany. Electronic address: marc.fischer@iss.uni-stuttgart.de"],"affiliations":[{"raw_affiliation_string":"Institute of Signal Processing and System Theory, University of Stuttgart, 70550 Stuttgart, Germany. Electronic address: marc.fischer@iss.uni-stuttgart.de","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021977554","display_name":"Alexander Bartler","orcid":null},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Bartler","raw_affiliation_strings":["Institute of Signal Processing and System Theory, University of Stuttgart, 70550 Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Signal Processing and System Theory, University of Stuttgart, 70550 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101717968","display_name":"Bin Yang","orcid":"https://orcid.org/0000-0002-8322-117X"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bin Yang","raw_affiliation_strings":["Institute of Signal Processing and System Theory, University of Stuttgart, 70550 Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Signal Processing and System Theory, University of Stuttgart, 70550 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000690414"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":{"value":3970,"currency":"USD","value_usd":3970},"apc_paid":null,"fwci":4.5905,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.95309871,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"91","issue":null,"first_page":"103024","last_page":"103024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9994999766349792,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9986000061035156,"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":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7688281536102295},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7598872184753418},{"id":"https://openalex.org/keywords/fine-tuning","display_name":"Fine-tuning","score":0.6559866666793823},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5513942241668701},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5354547500610352},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5036742091178894},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5036129355430603},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.49861812591552734},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4434598982334137},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4229135513305664},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4121195077896118},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4089427888393402},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3507649004459381},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3201203942298889},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09261301159858704}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7688281536102295},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7598872184753418},{"id":"https://openalex.org/C157524613","wikidata":"https://www.wikidata.org/wiki/Q2828883","display_name":"Fine-tuning","level":2,"score":0.6559866666793823},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5513942241668701},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5354547500610352},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5036742091178894},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5036129355430603},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.49861812591552734},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4434598982334137},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4229135513305664},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4121195077896118},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4089427888393402},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3507649004459381},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3201203942298889},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09261301159858704},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012660","descriptor_name":"Semantics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.media.2023.103024","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.media.2023.103024","pdf_url":null,"source":{"id":"https://openalex.org/S116571295","display_name":"Medical Image Analysis","issn_l":"1361-8415","issn":["1361-8415","1361-8423","1361-8431"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Image Analysis","raw_type":"journal-article"},{"id":"pmid:37976866","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37976866","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical image analysis","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":98,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2502312327","https://openalex.org/W2601450892","https://openalex.org/W2785325870","https://openalex.org/W2791680898","https://openalex.org/W2896457183","https://openalex.org/W2908510526","https://openalex.org/W2910121883","https://openalex.org/W2929753309","https://openalex.org/W2947706148","https://openalex.org/W2963351448","https://openalex.org/W2963420272","https://openalex.org/W2963703197","https://openalex.org/W2964309882","https://openalex.org/W2964744899","https://openalex.org/W2971013993","https://openalex.org/W2990230185","https://openalex.org/W2991405684","https://openalex.org/W3014974815","https://openalex.org/W3016836174","https://openalex.org/W3022061250","https://openalex.org/W3033333779","https://openalex.org/W3035060554","https://openalex.org/W3036224891","https://openalex.org/W3094502228","https://openalex.org/W3100321043","https://openalex.org/W3112701542","https://openalex.org/W3120430728","https://openalex.org/W3127751679","https://openalex.org/W3129875423","https://openalex.org/W3138516171","https://openalex.org/W3145450063","https://openalex.org/W3149860822","https://openalex.org/W3158278463","https://openalex.org/W3158714121","https://openalex.org/W3159481202","https://openalex.org/W3160284783","https://openalex.org/W3170841864","https://openalex.org/W3170863103","https://openalex.org/W3172456032","https://openalex.org/W3172942063","https://openalex.org/W3174702398","https://openalex.org/W3174770825","https://openalex.org/W3176239531","https://openalex.org/W3176828726","https://openalex.org/W3185341429","https://openalex.org/W3195577433","https://openalex.org/W3205949070","https://openalex.org/W3213165621","https://openalex.org/W4205991051","https://openalex.org/W4212875960","https://openalex.org/W4214893857","https://openalex.org/W4221145109","https://openalex.org/W4224237482","https://openalex.org/W4224308101","https://openalex.org/W4225904073","https://openalex.org/W4225922988","https://openalex.org/W4225927986","https://openalex.org/W4253570578","https://openalex.org/W4287322212","https://openalex.org/W4287755086","https://openalex.org/W4291238401","https://openalex.org/W4292779060","https://openalex.org/W4297808394","https://openalex.org/W4298187611","https://openalex.org/W4298395628","https://openalex.org/W4299802238","https://openalex.org/W4312428231","https://openalex.org/W4312505596","https://openalex.org/W4313156423","https://openalex.org/W4313830076","https://openalex.org/W4319300504","https://openalex.org/W4385245566","https://openalex.org/W4386075553","https://openalex.org/W4390872366","https://openalex.org/W6639824700","https://openalex.org/W6700872662","https://openalex.org/W6718240422","https://openalex.org/W6735236233","https://openalex.org/W6739901393","https://openalex.org/W6743178762","https://openalex.org/W6759579507","https://openalex.org/W6763301180","https://openalex.org/W6763367864","https://openalex.org/W6768599376","https://openalex.org/W6774314701","https://openalex.org/W6778672394","https://openalex.org/W6778883912","https://openalex.org/W6779326418","https://openalex.org/W6779992872","https://openalex.org/W6779997284","https://openalex.org/W6780320919","https://openalex.org/W6780982775","https://openalex.org/W6791353385","https://openalex.org/W6791469159","https://openalex.org/W6792035356","https://openalex.org/W6798837711","https://openalex.org/W6809993782"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W2003050223","https://openalex.org/W2091777911","https://openalex.org/W2766405861","https://openalex.org/W2360975119","https://openalex.org/W2372487155","https://openalex.org/W2912421143","https://openalex.org/W1533421371"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}