{"id":"https://openalex.org/W4402581888","doi":"https://doi.org/10.1186/s12880-024-01401-6","title":"Medical image analysis using improved SAM-Med2D: segmentation and classification perspectives","display_name":"Medical image analysis using improved SAM-Med2D: segmentation and classification perspectives","publication_year":2024,"publication_date":"2024-09-16","ids":{"openalex":"https://openalex.org/W4402581888","doi":"https://doi.org/10.1186/s12880-024-01401-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/39285324"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-024-01401-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01401-6","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-024-01401-6.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s12880-024-01401-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039978807","display_name":"Jiakang Sun","orcid":"https://orcid.org/0000-0002-5771-4712"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiakang Sun","raw_affiliation_strings":["Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China"],"affiliations":[{"raw_affiliation_string":"Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452027","display_name":"Ke Chen","orcid":"https://orcid.org/0000-0003-2538-7793"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Chen","raw_affiliation_strings":["Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China"],"affiliations":[{"raw_affiliation_string":"Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019948831","display_name":"Zhiyi He","orcid":"https://orcid.org/0009-0007-2969-9061"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyi He","raw_affiliation_strings":["Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China"],"affiliations":[{"raw_affiliation_string":"Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041555557","display_name":"Siyuan Ren","orcid":"https://orcid.org/0009-0008-2555-2713"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyuan Ren","raw_affiliation_strings":["Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China"],"affiliations":[{"raw_affiliation_string":"Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101320212","display_name":"Xinyang He","orcid":"https://orcid.org/0009-0006-0324-1899"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyang He","raw_affiliation_strings":["Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China"],"affiliations":[{"raw_affiliation_string":"Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113237642","display_name":"Xu Liu","orcid":"https://orcid.org/0009-0007-8947-1448"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Liu","raw_affiliation_strings":["Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China"],"affiliations":[{"raw_affiliation_string":"Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101718618","display_name":"Cheng Peng","orcid":"https://orcid.org/0000-0001-6050-1294"},"institutions":[{"id":"https://openalex.org/I4210152908","display_name":"Chengdu Institute of Biology","ror":"https://ror.org/04w5etv87","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210152908"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Peng","raw_affiliation_strings":["Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China. pengcheng@casit.com.cn","School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China. pengcheng@casit.com.cn"],"affiliations":[{"raw_affiliation_string":"Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu, 610213, Sichuan, China. pengcheng@casit.com.cn","institution_ids":["https://openalex.org/I4210152908"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 101499, China. pengcheng@casit.com.cn","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5039978807"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210165038"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":7.8313,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.98024691,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"24","issue":"1","first_page":"241","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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":0.9984999895095825,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9972000122070312,"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":0.8466667532920837},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6956696510314941},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6770725250244141},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6442607045173645},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5738736391067505},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5517510771751404},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.542525053024292},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4486249089241028},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4349946975708008},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41247284412384033},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39886415004730225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8466667532920837},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6956696510314941},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6770725250244141},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6442607045173645},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5738736391067505},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5517510771751404},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.542525053024292},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4486249089241028},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4349946975708008},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41247284412384033},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39886415004730225},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-024-01401-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01401-6","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-024-01401-6.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:39285324","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39285324","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":"BMC medical imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11403950","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11403950","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11403950/pdf/12880_2024_Article_1401.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:2d1f62c5dc1e4090bf5a5395a47cf701","is_oa":true,"landing_page_url":"https://doaj.org/article/2d1f62c5dc1e4090bf5a5395a47cf701","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 24, Iss 1, Pp 1-17 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-024-01401-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01401-6","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-024-01401-6.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402581888.pdf","grobid_xml":"https://content.openalex.org/works/W4402581888.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2008359794","https://openalex.org/W2752782242","https://openalex.org/W2794825826","https://openalex.org/W2884436604","https://openalex.org/W2928133111","https://openalex.org/W2947735999","https://openalex.org/W2955058313","https://openalex.org/W2959048247","https://openalex.org/W2962767316","https://openalex.org/W2963881378","https://openalex.org/W2979515228","https://openalex.org/W2979610451","https://openalex.org/W2982083293","https://openalex.org/W2987175876","https://openalex.org/W2998010746","https://openalex.org/W3007268491","https://openalex.org/W3013277995","https://openalex.org/W3013507463","https://openalex.org/W3014974815","https://openalex.org/W3017855299","https://openalex.org/W3021622280","https://openalex.org/W3027917055","https://openalex.org/W3033616466","https://openalex.org/W3049194058","https://openalex.org/W3081752372","https://openalex.org/W3089472426","https://openalex.org/W3090492687","https://openalex.org/W3091978650","https://openalex.org/W3092344722","https://openalex.org/W3094502228","https://openalex.org/W3099986388","https://openalex.org/W3101353728","https://openalex.org/W3102785203","https://openalex.org/W3105081694","https://openalex.org/W3111852437","https://openalex.org/W3112701542","https://openalex.org/W3121831259","https://openalex.org/W3127167602","https://openalex.org/W3127751679","https://openalex.org/W3135057764","https://openalex.org/W3135262214","https://openalex.org/W3135367836","https://openalex.org/W3162351260","https://openalex.org/W3181013887","https://openalex.org/W3203497085","https://openalex.org/W3203594155","https://openalex.org/W3203841574","https://openalex.org/W3208075514","https://openalex.org/W4200015473","https://openalex.org/W4200631545","https://openalex.org/W4205420080","https://openalex.org/W4212875960","https://openalex.org/W4213005330","https://openalex.org/W4214491073","https://openalex.org/W4214548410","https://openalex.org/W4214767566","https://openalex.org/W4221163766","https://openalex.org/W4226313662","https://openalex.org/W4281724237","https://openalex.org/W4291511624","https://openalex.org/W4295939021","https://openalex.org/W4303981165","https://openalex.org/W4307216059","https://openalex.org/W4320917976","https://openalex.org/W4367189325","https://openalex.org/W4385834559","https://openalex.org/W4388926409","https://openalex.org/W4390874575","https://openalex.org/W4391021462","https://openalex.org/W4391109864","https://openalex.org/W4404612908","https://openalex.org/W6803872405","https://openalex.org/W6855838334","https://openalex.org/W6902002720","https://openalex.org/W6964665992"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W1522196789","https://openalex.org/W4379141755","https://openalex.org/W4367060753"],"abstract_inverted_index":{"Recently":[0],"emerged":[1],"SAM-Med2D":[2,110],"represents":[3],"a":[4,141],"state-of-the-art":[5,134],"advancement":[6],"in":[7,30,94],"medical":[8,23,32,60,98,120,145],"image":[9,33,99,121,146],"segmentation.":[10,34],"Through":[11],"fine-tuning":[12],"the":[13,64,87,95,107],"Large":[14,88],"Visual":[15,89],"Model,":[16],"Segment":[17],"Anything":[18],"Model":[19,90],"(SAM),":[20],"on":[21,38,76,86,127],"extensive":[22],"datasets,":[24],"it":[25],"has":[26],"achieved":[27],"impressive":[28],"results":[29],"cross-modal":[31],"However,":[35],"its":[36,43,137],"reliance":[37],"interactive":[39],"prompts":[40],"may":[41],"restrict":[42],"applicability":[44],"under":[45],"specific":[46],"conditions.":[47],"To":[48],"address":[49],"this":[50],"limitation,":[51],"we":[52,102],"introduce":[53,103],"SAM-AutoMed,":[54],"which":[55,105],"achieves":[56],"automatic":[57],"segmentation":[58],"of":[59,97,109,129],"images":[61],"by":[62],"replacing":[63],"original":[65],"prompt":[66],"encoder":[67,108],"with":[68,111],"an":[69,118],"improved":[70],"MobileNet":[71],"v3":[72],"backbone.":[73],"The":[74],"performance":[75],"multiple":[77],"datasets":[78,128],"surpasses":[79],"both":[80],"SAM":[81,91],"and":[82],"SAM-Med2D.":[83],"Current":[84],"enhancements":[85],"lack":[92],"applications":[93],"field":[96],"classification.":[100,147],"Therefore,":[101],"SAM-MedCls,":[104],"combines":[106],"our":[112],"designed":[113],"attention":[114],"modules":[115],"to":[116,139],"construct":[117],"end-to-end":[119],"classification":[122],"model.":[123],"It":[124],"performs":[125],"well":[126],"various":[130],"modalities,":[131],"even":[132],"achieving":[133],"results,":[135],"indicating":[136],"potential":[138],"become":[140],"universal":[142],"model":[143],"for":[144]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":17}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}