{"id":"https://openalex.org/W3130563595","doi":"https://doi.org/10.3390/jimaging7020035","title":"Accelerating 3D Medical Image Segmentation by Adaptive Small-Scale Target Localization","display_name":"Accelerating 3D Medical Image Segmentation by Adaptive Small-Scale Target Localization","publication_year":2021,"publication_date":"2021-02-13","ids":{"openalex":"https://openalex.org/W3130563595","doi":"https://doi.org/10.3390/jimaging7020035","mag":"3130563595","pmid":"https://pubmed.ncbi.nlm.nih.gov/34460634"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging7020035","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging7020035","pdf_url":"https://www.mdpi.com/2313-433X/7/2/35/pdf?version=1614135411","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2313-433X/7/2/35/pdf?version=1614135411","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035949379","display_name":"Boris Shirokikh","orcid":"https://orcid.org/0000-0002-2901-5789"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Boris Shirokikh","raw_affiliation_strings":["Center for Neurobiology and Brain Restoration, Skolkovo Institute of Science and Technology, 121205 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Center for Neurobiology and Brain Restoration, Skolkovo Institute of Science and Technology, 121205 Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039471057","display_name":"Alexey Shevtsov","orcid":"https://orcid.org/0000-0003-3085-4325"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]},{"id":"https://openalex.org/I4210107660","display_name":"Institute for Information Transmission Problems","ror":"https://ror.org/013w2d378","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210107660"]},{"id":"https://openalex.org/I4210089467","display_name":"Institute of Physics and Technology","ror":"https://ror.org/005n3yy14","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210089467"]},{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexey Shevtsov","raw_affiliation_strings":["Center for Neurobiology and Brain Restoration, Skolkovo Institute of Science and Technology, 121205 Moscow, Russia","Department of Radio Engineering and Cybernetics, Moscow Institute of Physics and Technology, 141701 Moscow, Russia","Sector of Data Analysis for Neuroscience, Kharkevich Institute for Information Transmission Problems, 127051 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Center for Neurobiology and Brain Restoration, Skolkovo Institute of Science and Technology, 121205 Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Department of Radio Engineering and Cybernetics, Moscow Institute of Physics and Technology, 141701 Moscow, Russia","institution_ids":["https://openalex.org/I4210089467","https://openalex.org/I153845743"]},{"raw_affiliation_string":"Sector of Data Analysis for Neuroscience, Kharkevich Institute for Information Transmission Problems, 127051 Moscow, Russia","institution_ids":["https://openalex.org/I4210107660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003383147","display_name":"Alexandra Dalechina","orcid":"https://orcid.org/0000-0003-0782-0821"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexandra Dalechina","raw_affiliation_strings":["Moscow Gamma-Knife Center, 125047 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Moscow Gamma-Knife Center, 125047 Moscow, Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067864366","display_name":"Egor Krivov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089467","display_name":"Institute of Physics and Technology","ror":"https://ror.org/005n3yy14","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210089467"]},{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]},{"id":"https://openalex.org/I4210107660","display_name":"Institute for Information Transmission Problems","ror":"https://ror.org/013w2d378","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210107660"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Egor Krivov","raw_affiliation_strings":["Department of Radio Engineering and Cybernetics, Moscow Institute of Physics and Technology, 141701 Moscow, Russia","Sector of Data Analysis for Neuroscience, Kharkevich Institute for Information Transmission Problems, 127051 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Department of Radio Engineering and Cybernetics, Moscow Institute of Physics and Technology, 141701 Moscow, Russia","institution_ids":["https://openalex.org/I4210089467","https://openalex.org/I153845743"]},{"raw_affiliation_string":"Sector of Data Analysis for Neuroscience, Kharkevich Institute for Information Transmission Problems, 127051 Moscow, Russia","institution_ids":["https://openalex.org/I4210107660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039739252","display_name":"Valery Kostjuchenko","orcid":"https://orcid.org/0000-0002-7806-5774"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valery Kostjuchenko","raw_affiliation_strings":["Moscow Gamma-Knife Center, 125047 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Moscow Gamma-Knife Center, 125047 Moscow, Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050188051","display_name":"Andrey Golanov","orcid":"https://orcid.org/0000-0002-0976-4547"},"institutions":[{"id":"https://openalex.org/I4210122729","display_name":"Burdenko Neurosurgery Institute","ror":"https://ror.org/02t1t6n83","country_code":"RU","type":"healthcare","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210110862","https://openalex.org/I4210122729"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey Golanov","raw_affiliation_strings":["Department of Radiosurgery and Radiation, Burdenko Neurosurgery Institute, 125047 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Department of Radiosurgery and Radiation, Burdenko Neurosurgery Institute, 125047 Moscow, Russia","institution_ids":["https://openalex.org/I4210122729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040953082","display_name":"Victor \u0410. Gombolevskiy","orcid":"https://orcid.org/0000-0003-1816-1315"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Victor Gombolevskiy","raw_affiliation_strings":["Medical Research Department, Research and Practical Clinical Center of Diagnostics and Telemedicine Technologies of the Department of Health Care of Moscow, 127051 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Medical Research Department, Research and Practical Clinical Center of Diagnostics and Telemedicine Technologies of the Department of Health Care of Moscow, 127051 Moscow, Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039418243","display_name":"\u0421. \u041f. \u041c\u043e\u0440\u043e\u0437\u043e\u0432","orcid":"https://orcid.org/0000-0001-6545-6170"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sergey Morozov","raw_affiliation_strings":["Medical Research Department, Research and Practical Clinical Center of Diagnostics and Telemedicine Technologies of the Department of Health Care of Moscow, 127051 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Medical Research Department, Research and Practical Clinical Center of Diagnostics and Telemedicine Technologies of the Department of Health Care of Moscow, 127051 Moscow, Russia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032975717","display_name":"Mikhail Belyaev","orcid":"https://orcid.org/0000-0001-9906-6453"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Mikhail Belyaev","raw_affiliation_strings":["Center for Neurobiology and Brain Restoration, Skolkovo Institute of Science and Technology, 121205 Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Center for Neurobiology and Brain Restoration, Skolkovo Institute of Science and Technology, 121205 Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5035949379"],"corresponding_institution_ids":["https://openalex.org/I125989756"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":1.4533,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.83692093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"7","issue":"2","first_page":"35","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8407831192016602},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7104715704917908},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7085477113723755},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6406242251396179},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5622609853744507},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5182899832725525},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5061251521110535},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.4905475974082947},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4464977979660034},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4334544539451599},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43172502517700195},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4219702482223511},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3721989691257477},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30919766426086426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8407831192016602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7104715704917908},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7085477113723755},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6406242251396179},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5622609853744507},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5182899832725525},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5061251521110535},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.4905475974082947},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4464977979660034},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4334544539451599},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43172502517700195},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4219702482223511},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3721989691257477},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30919766426086426},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/jimaging7020035","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging7020035","pdf_url":"https://www.mdpi.com/2313-433X/7/2/35/pdf?version=1614135411","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmid:34460634","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34460634","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":"Journal of imaging","raw_type":null},{"id":"pmh:oai:doaj.org/article:f9d1a620d9b64861a3b933029d834a89","is_oa":true,"landing_page_url":"https://doaj.org/article/f9d1a620d9b64861a3b933029d834a89","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Imaging, Vol 7, Iss 2, p 35 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8321270","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8321270","pdf_url":null,"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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/jimaging7020035","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging7020035","pdf_url":"https://www.mdpi.com/2313-433X/7/2/35/pdf?version=1614135411","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3439744550","display_name":null,"funder_award_id":"20-71-10134","funder_id":"https://openalex.org/F4320324099","funder_display_name":"Russian Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306080","display_name":"Foundation for the National Institutes of Health","ror":"https://ror.org/00k86s890"},{"id":"https://openalex.org/F4320324099","display_name":"Russian Science Foundation","ror":"https://ror.org/03y2gwe85"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3130563595.pdf","grobid_xml":"https://content.openalex.org/works/W3130563595.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W274818618","https://openalex.org/W1665214252","https://openalex.org/W1901129140","https://openalex.org/W1986649315","https://openalex.org/W2118386984","https://openalex.org/W2129517704","https://openalex.org/W2145376545","https://openalex.org/W2151460114","https://openalex.org/W2164160732","https://openalex.org/W2165839911","https://openalex.org/W2194775991","https://openalex.org/W2301358467","https://openalex.org/W2345010043","https://openalex.org/W2419448466","https://openalex.org/W2432481613","https://openalex.org/W2464708700","https://openalex.org/W2584017349","https://openalex.org/W2655047037","https://openalex.org/W2703616258","https://openalex.org/W2786877562","https://openalex.org/W2796438033","https://openalex.org/W2798122705","https://openalex.org/W2804608955","https://openalex.org/W2884367402","https://openalex.org/W2892466314","https://openalex.org/W2900298334","https://openalex.org/W2903729446","https://openalex.org/W2913431714","https://openalex.org/W2946185430","https://openalex.org/W2947607756","https://openalex.org/W2948809999","https://openalex.org/W2951839332","https://openalex.org/W2962914239","https://openalex.org/W2963163009","https://openalex.org/W2963717741","https://openalex.org/W2971483637","https://openalex.org/W2976398475","https://openalex.org/W2979850397","https://openalex.org/W2979858475","https://openalex.org/W2983341131","https://openalex.org/W2986785750","https://openalex.org/W2987039128","https://openalex.org/W3039085737","https://openalex.org/W3094453203","https://openalex.org/W3106277632","https://openalex.org/W4233777872","https://openalex.org/W4251715709"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2055243143","https://openalex.org/W2611989081","https://openalex.org/W2731899572","https://openalex.org/W4230611425","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W4383066092","https://openalex.org/W3215138031","https://openalex.org/W2764495645"],"abstract_inverted_index":{"The":[0],"prevailing":[1],"approach":[2],"for":[3,30,35,58,74],"three-dimensional":[4],"(3D)":[5],"medical":[6],"image":[7,101],"segmentation":[8,86,136],"is":[9],"to":[10,92,106,129],"use":[11],"convolutional":[12],"networks.":[13,76],"Recently,":[14],"deep":[15],"learning":[16],"methods":[17],"have":[18],"achieved":[19],"human-level":[20],"performance":[21],"in":[22,141],"several":[23],"important":[24],"applied":[25],"problems,":[26],"such":[27,42,75],"as":[28,43,138],"volumetry":[29],"lung-cancer":[31],"diagnosis":[32],"or":[33],"delineation":[34],"radiation":[36],"therapy":[37],"planning.":[38],"However,":[39,61],"state-of-the-art":[40,135],"architectures,":[41],"U-Net":[44],"and":[45,50,111],"DeepMedic,":[46],"are":[47],"computationally":[48],"heavy":[49],"require":[51],"workstations":[52],"accelerated":[53],"with":[54,88,146],"graphics":[55],"processing":[56,71],"units":[57],"fast":[59,69],"inference.":[60],"scarce":[62],"research":[63],"has":[64],"been":[65],"conducted":[66],"concerning":[67],"enabling":[68],"central":[70],"unit":[72],"computations":[73],"Our":[77,118],"paper":[78],"fills":[79],"this":[80],"gap.":[81],"We":[82],"propose":[83],"a":[84,89,94,103],"new":[85],"method":[87,119],"human-like":[90],"technique":[91],"segment":[93],"3D":[95],"study.":[96],"First,":[97],"we":[98,139],"analyze":[99],"the":[100,123,142],"at":[102],"small":[104],"scale":[105],"identify":[107],"areas":[108],"of":[109,144],"interest":[110],"then":[112],"process":[113],"only":[114,121],"relevant":[115],"feature-map":[116],"patches.":[117],"not":[120],"reduces":[122],"inference":[124],"time":[125],"from":[126],"10":[127],"min":[128],"15":[130],"s":[131],"but":[132],"also":[133],"preserves":[134],"quality,":[137],"illustrate":[140],"set":[143],"experiments":[145],"two":[147],"large":[148],"datasets.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}