{"id":"https://openalex.org/W7167909017","doi":"https://doi.org/10.1007/978-3-032-24182-5_4","title":"GroundingDINO for\u00a0Open-Set Lesion Detection in\u00a0Medical Imaging","display_name":"GroundingDINO for\u00a0Open-Set Lesion Detection in\u00a0Medical Imaging","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7167909017","doi":"https://doi.org/10.1007/978-3-032-24182-5_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-24182-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-24182-5_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5140448760","display_name":"Samuel J. Roughley","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Samuel J. Roughley","raw_affiliation_strings":["Department of Physics, University of Cambridge, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140431966","display_name":"Johanna P. M\u00fcller","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johanna P. M\u00fcller","raw_affiliation_strings":["Friedrich-Alexander University Erlangen-N\u00fcrnberg, Erlangen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140421171","display_name":"Shangqi Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210089382","display_name":"Cancer Research UK Cambridge Center","ror":"https://ror.org/0068m0j38","country_code":"GB","type":"facility","lineage":["https://openalex.org/I241749","https://openalex.org/I2801316944","https://openalex.org/I4210089382"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shangqi Gao","raw_affiliation_strings":["Department of Oncology, University of Cambridge, Cambridge, UK","Early Cancer Institute, University of Cambridge, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Early Cancer Institute, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210089382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060638031","display_name":"Zeyu Gao","orcid":"https://orcid.org/0000-0003-2365-8318"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210089382","display_name":"Cancer Research UK Cambridge Center","ror":"https://ror.org/0068m0j38","country_code":"GB","type":"facility","lineage":["https://openalex.org/I241749","https://openalex.org/I2801316944","https://openalex.org/I4210089382"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zeyu Gao","raw_affiliation_strings":["Department of Oncology, University of Cambridge, Cambridge, UK","Early Cancer Institute, University of Cambridge, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Early Cancer Institute, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210089382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056339832","display_name":"Marta Ligero","orcid":"https://orcid.org/0000-0001-9824-7316"},"institutions":[{"id":"https://openalex.org/I4210108778","display_name":"Fresenius (Germany)","ror":"https://ror.org/01v376g59","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210108778"]},{"id":"https://openalex.org/I4405269091","display_name":"Else Kr\u00f6ner Fresenius Center for Digital Health","ror":"https://ror.org/031x70h91","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210162051","https://openalex.org/I4405269091","https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marta Ligero","raw_affiliation_strings":["Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I4210108778","https://openalex.org/I4405269091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140445498","display_name":"Rudolfs Blums","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rudolfs Blums","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140381656","display_name":"Mireia Crispin-Ortuzar","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210089382","display_name":"Cancer Research UK Cambridge Center","ror":"https://ror.org/0068m0j38","country_code":"GB","type":"facility","lineage":["https://openalex.org/I241749","https://openalex.org/I2801316944","https://openalex.org/I4210089382"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mireia Crispin-Ortuzar","raw_affiliation_strings":["Department of Oncology, University of Cambridge, Cambridge, UK","Early Cancer Institute, University of Cambridge, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Early Cancer Institute, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210089382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140428674","display_name":"Julia Schnabel","orcid":null},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I3018134672","display_name":"Helmholtz Munich","ror":"https://ror.org/00cfam450","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672"]},{"id":"https://openalex.org/I4403386549","display_name":"Munich Center for Machine Learning","ror":"https://ror.org/02nfy3535","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386549","https://openalex.org/I62916508","https://openalex.org/I8204097"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Julia Schnabel","raw_affiliation_strings":["Helmholtz AI and Helmholtz Center Munich, Munich, Germany","King\u2019s College London, London, UK","Munich Center for Machine Learning, Munich, Germany","Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helmholtz AI and Helmholtz Center Munich, Munich, Germany","institution_ids":["https://openalex.org/I3018134672"]},{"raw_affiliation_string":"King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Munich Center for Machine Learning, Munich, Germany","institution_ids":["https://openalex.org/I4403386549"]},{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140450733","display_name":"Bernhard Kainz","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Bernhard Kainz","raw_affiliation_strings":["Friedrich-Alexander University Erlangen-N\u00fcrnberg, Erlangen, Germany","Imperial College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]},{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086799838","display_name":"Cosmin I. Bercea","orcid":"https://orcid.org/0000-0003-2628-2766"},"institutions":[{"id":"https://openalex.org/I3018134672","display_name":"Helmholtz Munich","ror":"https://ror.org/00cfam450","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Cosmin I. Bercea","raw_affiliation_strings":["Helmholtz AI and Helmholtz Center Munich, Munich, Germany","Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helmholtz AI and Helmholtz Center Munich, Munich, Germany","institution_ids":["https://openalex.org/I3018134672"]},{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101745432","display_name":"In\u00eas Machado","orcid":"https://orcid.org/0000-0003-4160-9624"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210089382","display_name":"Cancer Research UK Cambridge Center","ror":"https://ror.org/0068m0j38","country_code":"GB","type":"facility","lineage":["https://openalex.org/I241749","https://openalex.org/I2801316944","https://openalex.org/I4210089382"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ines Prata Machado","raw_affiliation_strings":["Department of Oncology, University of Cambridge, Cambridge, UK","Early Cancer Institute, University of Cambridge, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Oncology, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Early Cancer Institute, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210089382"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5140448760"],"corresponding_institution_ids":["https://openalex.org/I241749"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.9398669,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.5703999996185303,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.5703999996185303,"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"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.22120000422000885,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.0357000008225441,"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/task","display_name":"Task (project management)","score":0.6204000115394592},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5723999738693237},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5256999731063843},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.39410001039505005},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.3736000061035156},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.3598000109195709},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.33250001072883606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.870199978351593},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6204000115394592},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5723999738693237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5702999830245972},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5256999731063843},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4618000090122223},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.39410001039505005},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.3736000061035156},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.3598000109195709},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35100001096725464},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.33250001072883606},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.27219998836517334},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.2639999985694885},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.25929999351501465},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2565999925136566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-24182-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-24182-5_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5861881375312805,"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":18,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1985530355","https://openalex.org/W1990914143","https://openalex.org/W2038643725","https://openalex.org/W2101504901","https://openalex.org/W2586799448","https://openalex.org/W2896457183","https://openalex.org/W2980282514","https://openalex.org/W4221146106","https://openalex.org/W4288059654","https://openalex.org/W4310486995","https://openalex.org/W4323360983","https://openalex.org/W4324128075","https://openalex.org/W4390041933","https://openalex.org/W4399554592","https://openalex.org/W4402916510","https://openalex.org/W4404460707","https://openalex.org/W4408566143"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2026-07-11T00:00:00"}