{"id":"https://openalex.org/W4403658129","doi":"https://doi.org/10.1007/978-3-031-73290-4_10","title":"VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and Classification","display_name":"VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and Classification","publication_year":2024,"publication_date":"2024-10-22","ids":{"openalex":"https://openalex.org/W4403658129","doi":"https://doi.org/10.1007/978-3-031-73290-4_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73290-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73290-4_10","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1"],"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":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2402.01034","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115883317","display_name":"Zelong Liu","orcid":"https://orcid.org/0000-0001-6968-6467","observed_orcids":["https://orcid.org/0000-0001-6968-6467","https://orcid.org/0009-0002-6689-9947","https://orcid.org/0000-0002-2049-9190"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zelong Liu","raw_affiliation_strings":["BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104239641","display_name":"Andrew Tieu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Tieu","raw_affiliation_strings":["BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080952448","display_name":"Nikhil Patel","orcid":"https://orcid.org/0000-0001-6221-3843","observed_orcids":["https://orcid.org/0000-0001-6221-3843"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikhil Patel","raw_affiliation_strings":["BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":null,"display_name":"George Soultanidis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Soultanidis","raw_affiliation_strings":["BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034158135","display_name":"Louisa Deyer","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Louisa Deyer","raw_affiliation_strings":["BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031612883","display_name":"Ying Wang","orcid":"https://orcid.org/0000-0003-3188-2563","observed_orcids":["https://orcid.org/0000-0003-3188-2563"]},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ying Wang","raw_affiliation_strings":["Department of Mathematics, University of Oklahoma, Norman, OK, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Oklahoma, Norman, OK, USA","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046621825","display_name":"Sean D. Huver","orcid":"https://orcid.org/0000-0002-0048-3669","observed_orcids":["https://orcid.org/0000-0002-0048-3669"]},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sean Huver","raw_affiliation_strings":["NVIDIA, Santa Clara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101466159","display_name":"Alexander Zhou","orcid":"https://orcid.org/0009-0007-1292-2765","observed_orcids":["https://orcid.org/0009-0007-1292-2765"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Zhou","raw_affiliation_strings":["BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yunhao Mei","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Yunhao Mei","raw_affiliation_strings":["Erasmus University Rotterdam, Rotterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Erasmus University Rotterdam, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089434484","display_name":"Zahi Adel Fayad","orcid":"https://orcid.org/0000-0002-3439-7347","observed_orcids":["https://orcid.org/0000-0002-3439-7347"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zahi A. Fayad","raw_affiliation_strings":["BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088913217","display_name":"Timothy W. Deyer","orcid":"https://orcid.org/0000-0001-5606-7106","observed_orcids":["https://orcid.org/0000-0001-5606-7106"]},"institutions":[{"id":"https://openalex.org/I4387153466","display_name":"Weill Cornell Medicine","ror":"https://ror.org/02r109517","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy Deyer","raw_affiliation_strings":["Department of Radiology, Cornell Medicine, New York, NY, USA","East River Medical Imaging, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Cornell Medicine, New York, NY, USA","institution_ids":["https://openalex.org/I4387153466"]},{"raw_affiliation_string":"East River Medical Imaging, New York, NY, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079389528","display_name":"Xueyan Mei","orcid":"https://orcid.org/0000-0001-7224-7318","observed_orcids":["https://orcid.org/0000-0001-7224-7318"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xueyan Mei","raw_affiliation_strings":["BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]},{"raw_affiliation_string":"Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA","institution_ids":["https://openalex.org/I98704320"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079389528"],"corresponding_institution_ids":["https://openalex.org/I98704320"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6169,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85859901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"95","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.5903000235557556,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.5903000235557556,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.3463999927043915,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.025299999862909317,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/masked-autoencoder","display_name":"masked autoencoder","score":0.8759999871253967},{"id":"https://openalex.org/keywords/self-supervised-learning","display_name":"self-supervised learning","score":0.9300000071525574},{"id":"https://openalex.org/keywords/medical-image-segmentation","display_name":"medical image segmentation","score":0.906000018119812},{"id":"https://openalex.org/keywords/medical-image-classification","display_name":"medical image classification","score":0.9959999918937683},{"id":"https://openalex.org/keywords/foundation-models","display_name":"foundation models","score":0.7250000238418579},{"id":"https://openalex.org/keywords/pretrained-model-weights","display_name":"pretrained model weights","score":0.699999988079071},{"id":"https://openalex.org/keywords/labeling-efficiency","display_name":"label efficiency","score":0.7419999837875366},{"id":"https://openalex.org/keywords/multimodal-medical-imaging","display_name":"multimodal medical imaging","score":0.8349999785423279},{"id":"https://openalex.org/keywords/ct","display_name":"CT","score":0.4410000145435333},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"magnetic resonance imaging","score":0.7279999852180481},{"id":"https://openalex.org/keywords/pet","display_name":"PET","score":0.9860000014305115},{"id":"https://openalex.org/keywords/x-rays","display_name":"X-rays","score":0.7239999771118164},{"id":"https://openalex.org/keywords/ultrasound","display_name":"ultrasound","score":0.7490000128746033},{"id":"https://openalex.org/keywords/out-of-domain-generalization","display_name":"out-of-domain generalization","score":0.8119999766349792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.863214910030365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6493057012557983},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6071550846099854},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.579666256904602},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44107410311698914},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43779510259628296},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38630008697509766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3732806146144867}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-73290-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73290-4_10","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1"],"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"},{"id":"pmh:oai:arXiv.org:2402.01034","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.01034","pdf_url":"https://arxiv.org/pdf/2402.01034","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2402.01034","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2402.01034","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2402.01034","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.01034","pdf_url":"https://arxiv.org/pdf/2402.01034","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.46810001134872437}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403658129.pdf","grobid_xml":"https://content.openalex.org/works/W4403658129.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2346705140","https://openalex.org/W2611650229","https://openalex.org/W2783687327","https://openalex.org/W2804047627","https://openalex.org/W2811374795","https://openalex.org/W2902874468","https://openalex.org/W2913223168","https://openalex.org/W2939071985","https://openalex.org/W2943666912","https://openalex.org/W2963946669","https://openalex.org/W2991372685","https://openalex.org/W3005680577","https://openalex.org/W3007935259","https://openalex.org/W3014974815","https://openalex.org/W3025948831","https://openalex.org/W3101156210","https://openalex.org/W3102670264","https://openalex.org/W3112701542","https://openalex.org/W3120430728","https://openalex.org/W3127751679","https://openalex.org/W3138516171","https://openalex.org/W3164581645","https://openalex.org/W3174093244","https://openalex.org/W4226002507","https://openalex.org/W4285025157","https://openalex.org/W4288068240","https://openalex.org/W4313156423","https://openalex.org/W4366549962","https://openalex.org/W4377819235","https://openalex.org/W4386697749","https://openalex.org/W4387559592","https://openalex.org/W4387595925","https://openalex.org/W4388963742","https://openalex.org/W4390874575","https://openalex.org/W4391109864","https://openalex.org/W4393155172","https://openalex.org/W4401749332","https://openalex.org/W6601218445","https://openalex.org/W6800751262"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W2961085424","https://openalex.org/W2501551404","https://openalex.org/W4298131179","https://openalex.org/W2113201962","https://openalex.org/W4385583601","https://openalex.org/W4395685956","https://openalex.org/W4224009465","https://openalex.org/W1522196789"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2025-10-10T00:00:00"}
