{"id":"https://openalex.org/W2620552126","doi":"https://doi.org/10.1007/s13042-017-0678-4","title":"Segmentation of the left ventricle in cardiac MRI using a hierarchical extreme learning machine model","display_name":"Segmentation of the left ventricle in cardiac MRI using a hierarchical extreme learning machine model","publication_year":2017,"publication_date":"2017-05-22","ids":{"openalex":"https://openalex.org/W2620552126","doi":"https://doi.org/10.1007/s13042-017-0678-4","mag":"2620552126"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-017-0678-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-017-0678-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"},"type":"article","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/A5102018111","display_name":"Yang Luo","orcid":"https://orcid.org/0000-0003-4432-4931"},"institutions":[{"id":"https://openalex.org/I41147446","display_name":"Anshan Normal University","ror":"https://ror.org/04s5wwh39","country_code":"CN","type":"education","lineage":["https://openalex.org/I41147446"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Luo","raw_affiliation_strings":["Anshan Normal University, Anshan, 114005, Liaoning, China","Sino-Dutch Biomedical and Information Engineering School, Northeastern University Shenyang, Shenyang, 110167, Liaoning, China"],"affiliations":[{"raw_affiliation_string":"Anshan Normal University, Anshan, 114005, Liaoning, China","institution_ids":["https://openalex.org/I41147446"]},{"raw_affiliation_string":"Sino-Dutch Biomedical and Information Engineering School, Northeastern University Shenyang, Shenyang, 110167, Liaoning, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054922294","display_name":"Benqiang Yang","orcid":"https://orcid.org/0000-0001-8609-3655"},"institutions":[{"id":"https://openalex.org/I4210129955","display_name":"General Hospital of Shenyang Military Region","ror":"https://ror.org/0340t0585","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129955"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Benqiang Yang","raw_affiliation_strings":["General Hospital of Shenyang Military, Shenyang, 110016, Liaoning, China"],"affiliations":[{"raw_affiliation_string":"General Hospital of Shenyang Military, Shenyang, 110016, Liaoning, China","institution_ids":["https://openalex.org/I4210129955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091579982","display_name":"Lisheng Xu","orcid":"https://orcid.org/0000-0001-8360-3605"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisheng Xu","raw_affiliation_strings":["Key Laboratory of Medical Image Computing, Ministry of Education, Shenyang, 110819, China","Sino-Dutch Biomedical and Information Engineering School, Northeastern University Shenyang, Shenyang, 110167, Liaoning, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Medical Image Computing, Ministry of Education, Shenyang, 110819, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Sino-Dutch Biomedical and Information Engineering School, Northeastern University Shenyang, Shenyang, 110167, Liaoning, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074142493","display_name":"Liling Hao","orcid":"https://orcid.org/0000-0001-7804-0094"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liling Hao","raw_affiliation_strings":["Sino-Dutch Biomedical and Information Engineering School, Northeastern University Shenyang, Shenyang, 110167, Liaoning, China"],"affiliations":[{"raw_affiliation_string":"Sino-Dutch Biomedical and Information Engineering School, Northeastern University Shenyang, Shenyang, 110167, Liaoning, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361885","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-5815-2483"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["Sino-Dutch Biomedical and Information Engineering School, Northeastern University Shenyang, Shenyang, 110167, Liaoning, China"],"affiliations":[{"raw_affiliation_string":"Sino-Dutch Biomedical and Information Engineering School, Northeastern University Shenyang, Shenyang, 110167, Liaoning, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101518640","display_name":"Yang Yao","orcid":"https://orcid.org/0000-0001-8129-3076"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yao","raw_affiliation_strings":["Sino-Dutch Biomedical and Information Engineering School, Northeastern University Shenyang, Shenyang, 110167, Liaoning, China"],"affiliations":[{"raw_affiliation_string":"Sino-Dutch Biomedical and Information Engineering School, Northeastern University Shenyang, Shenyang, 110167, Liaoning, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025649354","display_name":"Frans N. van de Vosse","orcid":"https://orcid.org/0000-0002-4084-2064"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Frans van de Vosse","raw_affiliation_strings":["Department of Biomedical Engineering, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102018111"],"corresponding_institution_ids":["https://openalex.org/I41147446","https://openalex.org/I9224756"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":1.4549,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.86555616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"10","first_page":"1741","last_page":"1751"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998999834060669,"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/T12676","display_name":"Machine Learning and ELM","score":0.9998999834060669,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9825999736785889,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7526359558105469},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7160652875900269},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6895990371704102},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6874254941940308},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.5756667852401733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5432535409927368},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.523586630821228},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5087702870368958},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4946102797985077},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.4833659529685974},{"id":"https://openalex.org/keywords/level-set","display_name":"Level set (data structures)","score":0.47237852215766907},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3280836045742035},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3213094174861908},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22501641511917114},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10630717873573303}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7526359558105469},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7160652875900269},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6895990371704102},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6874254941940308},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.5756667852401733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5432535409927368},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.523586630821228},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5087702870368958},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4946102797985077},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.4833659529685974},{"id":"https://openalex.org/C153008295","wikidata":"https://www.wikidata.org/wiki/Q6535093","display_name":"Level set (data structures)","level":2,"score":0.47237852215766907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3280836045742035},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3213094174861908},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22501641511917114},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10630717873573303}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s13042-017-0678-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-017-0678-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/5c62b63e-397e-42aa-8943-e7b882f115dd","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/5c62b63e-397e-42aa-8943-e7b882f115dd","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Luo, Y, Yang, B, Xu, L, Hao, L, Liu, J, Yao, Y & Vosse, F V D 2018, 'Segmentation of the left ventricle in cardiac MRI using a hierarchical extreme learning machine model', International Journal of Machine Learning and Cybernetics, vol. 9, no. 10, pp. 1741-1751. https://doi.org/10.1007/s13042-017-0678-4","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:903643","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=903643","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:1868-8071","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:library.tue.nl:903643","is_oa":false,"landing_page_url":"http://repository.tue.nl/903643","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:1868-8071","raw_type":"Article / Letter to the editor"},{"id":"pmh:tue:oai:pure.tue.nl:publications/5c62b63e-397e-42aa-8943-e7b882f115dd","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/5c62b63e-397e-42aa-8943-e7b882f115dd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Machine Learning and Cybernetics, 9(10), 1741 - 1751. Springer","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1303234820","display_name":null,"funder_award_id":"61374015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7752442556","display_name":null,"funder_award_id":"61202258","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1525170478","https://openalex.org/W1537456434","https://openalex.org/W1545004291","https://openalex.org/W1575899208","https://openalex.org/W1589124700","https://openalex.org/W1769974409","https://openalex.org/W1965580548","https://openalex.org/W1968583760","https://openalex.org/W1973735647","https://openalex.org/W1982369285","https://openalex.org/W1982494746","https://openalex.org/W1983311676","https://openalex.org/W1987512289","https://openalex.org/W1988462303","https://openalex.org/W1988514683","https://openalex.org/W1991167985","https://openalex.org/W1993717606","https://openalex.org/W2023093778","https://openalex.org/W2026131661","https://openalex.org/W2032031606","https://openalex.org/W2036659785","https://openalex.org/W2038952578","https://openalex.org/W2042084395","https://openalex.org/W2045784023","https://openalex.org/W2054479574","https://openalex.org/W2059240422","https://openalex.org/W2063798639","https://openalex.org/W2070523970","https://openalex.org/W2076426701","https://openalex.org/W2092465019","https://openalex.org/W2095116775","https://openalex.org/W2095691234","https://openalex.org/W2096503875","https://openalex.org/W2100556411","https://openalex.org/W2101674911","https://openalex.org/W2101689475","https://openalex.org/W2103005517","https://openalex.org/W2105259808","https://openalex.org/W2109178950","https://openalex.org/W2111072639","https://openalex.org/W2130378394","https://openalex.org/W2132116135","https://openalex.org/W2133059825","https://openalex.org/W2136602355","https://openalex.org/W2136706845","https://openalex.org/W2141695047","https://openalex.org/W2142224912","https://openalex.org/W2146308017","https://openalex.org/W2151610405","https://openalex.org/W2153475545","https://openalex.org/W2155004074","https://openalex.org/W2161969291","https://openalex.org/W2163352848","https://openalex.org/W2163962673","https://openalex.org/W2167825066","https://openalex.org/W2171790646","https://openalex.org/W2274227799","https://openalex.org/W2301541953","https://openalex.org/W2331886581","https://openalex.org/W2404618390","https://openalex.org/W2463468632","https://openalex.org/W2625114654","https://openalex.org/W2994602700","https://openalex.org/W4288400169"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W4391250048","https://openalex.org/W4313044406","https://openalex.org/W4206010360","https://openalex.org/W3110400269","https://openalex.org/W3198334642"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}