{"id":"https://openalex.org/W4401028528","doi":"https://doi.org/10.1007/978-3-031-66535-6_2","title":"A Sparse Convolutional Autoencoder for\u00a0Joint Feature Extraction and\u00a0Clustering of\u00a0Metastatic Prostate Cancer Images","display_name":"A Sparse Convolutional Autoencoder for\u00a0Joint Feature Extraction and\u00a0Clustering of\u00a0Metastatic Prostate Cancer Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401028528","doi":"https://doi.org/10.1007/978-3-031-66535-6_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-66535-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-66535-6_2","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/A5062269380","display_name":"Zhijun Chen","orcid":"https://orcid.org/0000-0001-9131-9460"},"institutions":[{"id":"https://openalex.org/I4210140884","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210140884"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhijun Chen","raw_affiliation_strings":["Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, MD, 20892, USA"],"affiliations":[{"raw_affiliation_string":"Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, MD, 20892, USA","institution_ids":["https://openalex.org/I4210140884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023408747","display_name":"Erolcan Sayar","orcid":"https://orcid.org/0000-0002-3922-5683"},"institutions":[{"id":"https://openalex.org/I4210089486","display_name":"Fred Hutch Cancer Center","ror":"https://ror.org/007ps6h72","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210089486"]},{"id":"https://openalex.org/I1326427960","display_name":"Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa","ror":"https://ror.org/00wdsp051","country_code":"ZA","type":"nonprofit","lineage":["https://openalex.org/I1326427960","https://openalex.org/I4210089486"]}],"countries":["US","ZA"],"is_corresponding":false,"raw_author_name":"Erolcan Sayar","raw_affiliation_strings":["Data Science Integrated Research Center, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA"],"affiliations":[{"raw_affiliation_string":"Data Science Integrated Research Center, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA","institution_ids":["https://openalex.org/I1326427960","https://openalex.org/I4210089486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115594254","display_name":"Haoyue Zhang","orcid":"https://orcid.org/0000-0002-8869-4531"},"institutions":[{"id":"https://openalex.org/I4210140884","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210140884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haoyue Zhang","raw_affiliation_strings":["Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, MD, 20892, USA"],"affiliations":[{"raw_affiliation_string":"Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, MD, 20892, USA","institution_ids":["https://openalex.org/I4210140884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102143581","display_name":"Helen Richards","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089486","display_name":"Fred Hutch Cancer Center","ror":"https://ror.org/007ps6h72","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210089486"]},{"id":"https://openalex.org/I1326427960","display_name":"Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa","ror":"https://ror.org/00wdsp051","country_code":"ZA","type":"nonprofit","lineage":["https://openalex.org/I1326427960","https://openalex.org/I4210089486"]}],"countries":["US","ZA"],"is_corresponding":false,"raw_author_name":"Helen Richards","raw_affiliation_strings":["Data Science Integrated Research Center, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA"],"affiliations":[{"raw_affiliation_string":"Data Science Integrated Research Center, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA","institution_ids":["https://openalex.org/I1326427960","https://openalex.org/I4210089486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061828406","display_name":"Lucas Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I1326427960","display_name":"Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa","ror":"https://ror.org/00wdsp051","country_code":"ZA","type":"nonprofit","lineage":["https://openalex.org/I1326427960","https://openalex.org/I4210089486"]},{"id":"https://openalex.org/I4210089486","display_name":"Fred Hutch Cancer Center","ror":"https://ror.org/007ps6h72","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210089486"]}],"countries":["US","ZA"],"is_corresponding":false,"raw_author_name":"Lucas Liu","raw_affiliation_strings":["Data Science Integrated Research Center, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA"],"affiliations":[{"raw_affiliation_string":"Data Science Integrated Research Center, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA","institution_ids":["https://openalex.org/I1326427960","https://openalex.org/I4210089486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022455023","display_name":"Bar\u0131\u015f T\u00fcrkbey","orcid":"https://orcid.org/0000-0003-0853-6494"},"institutions":[{"id":"https://openalex.org/I4210140884","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210140884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baris Turkbey","raw_affiliation_strings":["Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, MD, 20892, USA"],"affiliations":[{"raw_affiliation_string":"Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, MD, 20892, USA","institution_ids":["https://openalex.org/I4210140884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061239169","display_name":"Michael C. Haffner","orcid":"https://orcid.org/0000-0003-0809-6425"},"institutions":[{"id":"https://openalex.org/I4210089486","display_name":"Fred Hutch Cancer Center","ror":"https://ror.org/007ps6h72","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210089486"]},{"id":"https://openalex.org/I1326427960","display_name":"Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa","ror":"https://ror.org/00wdsp051","country_code":"ZA","type":"nonprofit","lineage":["https://openalex.org/I1326427960","https://openalex.org/I4210089486"]}],"countries":["US","ZA"],"is_corresponding":false,"raw_author_name":"Michael Haffner","raw_affiliation_strings":["Data Science Integrated Research Center, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA"],"affiliations":[{"raw_affiliation_string":"Data Science Integrated Research Center, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA","institution_ids":["https://openalex.org/I1326427960","https://openalex.org/I4210089486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058176319","display_name":"Stephanie A. Harmon","orcid":"https://orcid.org/0000-0002-2507-2399"},"institutions":[{"id":"https://openalex.org/I4210140884","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210140884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephanie Harmon","raw_affiliation_strings":["Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, MD, 20892, USA"],"affiliations":[{"raw_affiliation_string":"Molecular Imaging Branch, National Cancer Institute, NIH, Bethesda, MD, 20892, USA","institution_ids":["https://openalex.org/I4210140884"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5062269380"],"corresponding_institution_ids":["https://openalex.org/I4210140884"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.604,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83498824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9988999962806702,"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/T10862","display_name":"AI in cancer detection","score":0.9988999962806702,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9951000213623047,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9858999848365784,"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/autoencoder","display_name":"Autoencoder","score":0.8753459453582764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7679438591003418},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6083698272705078},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5878546237945557},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5685954689979553},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5451629757881165},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.52381831407547},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.449850469827652},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.4419693648815155},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43253010511398315},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.36006486415863037},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2566654682159424},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13877037167549133},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07040336728096008}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8753459453582764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7679438591003418},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6083698272705078},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5878546237945557},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5685954689979553},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5451629757881165},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.52381831407547},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.449850469827652},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.4419693648815155},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43253010511398315},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.36006486415863037},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2566654682159424},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13877037167549133},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07040336728096008},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-66535-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-66535-6_2","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":[{"id":"https://metadata.un.org/sdg/3","score":0.4099999964237213,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2117539524","https://openalex.org/W2118055719","https://openalex.org/W2194775991","https://openalex.org/W2248620004","https://openalex.org/W2262087934","https://openalex.org/W2292362441","https://openalex.org/W2604440528","https://openalex.org/W2963346868","https://openalex.org/W2963446712","https://openalex.org/W2965156742","https://openalex.org/W2974825848","https://openalex.org/W3092855556","https://openalex.org/W3111149356","https://openalex.org/W3111521801","https://openalex.org/W3119330513","https://openalex.org/W3175397654","https://openalex.org/W4321610977"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W2145836866","https://openalex.org/W2803255133","https://openalex.org/W2909431601"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
