{"id":"https://openalex.org/W4407687286","doi":"https://doi.org/10.1007/978-3-031-81854-7_15","title":"Modality-Specific Strategies for\u00a0Medical Image Segmentation Using Lightweight SAM Architectures","display_name":"Modality-Specific Strategies for\u00a0Medical Image Segmentation Using Lightweight SAM Architectures","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407687286","doi":"https://doi.org/10.1007/978-3-031-81854-7_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-81854-7_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-81854-7_15","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":"book-chapter","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/A5042062059","display_name":"Thuy Dao","orcid":"https://orcid.org/0000-0003-0715-3555"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Thuy Dao","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0715-3555","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031182270","display_name":"Xincheng Ye","orcid":"https://orcid.org/0000-0002-2544-835X"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xincheng Ye","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2544-835X","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077076547","display_name":"Joshua Scarsbrook","orcid":"https://orcid.org/0000-0002-0071-5466"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Joshua Scarsbrook","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0071-5466","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116307849","display_name":"Gowrienanthan Balarupan","orcid":"https://orcid.org/0009-0002-3563-2887"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gowrienanthan Balarupan","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia"],"raw_orcid":"https://orcid.org/0009-0002-3563-2887","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009395787","display_name":"Fernanda L. Ribeiro","orcid":"https://orcid.org/0000-0002-1620-4193"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Fernanda L. Ribeiro","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1620-4193","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007006482","display_name":"Steffen Bollmann","orcid":"https://orcid.org/0000-0002-2909-0906"},"institutions":[{"id":"https://openalex.org/I1302211766","display_name":"Queensland Health","ror":"https://ror.org/00c1dt378","country_code":"AU","type":"government","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2801244131"]},{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Steffen Bollmann","raw_affiliation_strings":["Queensland Digital Health Centre, University of Queensland, Brisbane, Australia","School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2909-0906","affiliations":[{"raw_affiliation_string":"Queensland Digital Health Centre, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802","https://openalex.org/I160993911","https://openalex.org/I1302211766"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042062059"],"corresponding_institution_ids":["https://openalex.org/I165143802"],"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":0.04918033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"218","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9883000254631042,"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":0.9883000254631042,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9781000018119812,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9692999720573425,"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":0.8612633943557739},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.756571888923645},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5783930420875549},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5720341801643372},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.554858922958374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5430007576942444},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44532647728919983}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8612633943557739},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.756571888923645},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5783930420875549},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5720341801643372},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.554858922958374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5430007576942444},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44532647728919983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-81854-7_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-81854-7_15","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2940867124","https://openalex.org/W2970546341","https://openalex.org/W3101310341","https://openalex.org/W4283462007","https://openalex.org/W4310147199","https://openalex.org/W4312671791","https://openalex.org/W4362679702","https://openalex.org/W4364383051","https://openalex.org/W4385481295","https://openalex.org/W4386076539","https://openalex.org/W4389430914","https://openalex.org/W4391109864","https://openalex.org/W4402916242","https://openalex.org/W6600351811"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2374013449","https://openalex.org/W73545470","https://openalex.org/W2364381299","https://openalex.org/W2374430585","https://openalex.org/W3144423903","https://openalex.org/W2377397762","https://openalex.org/W2793967660","https://openalex.org/W1522196789"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}