{"id":"https://openalex.org/W2962912649","doi":"https://doi.org/10.1016/j.bbe.2019.07.004","title":"Machine learning methods for MRI biomarkers analysis of pediatric posterior fossa tumors","display_name":"Machine learning methods for MRI biomarkers analysis of pediatric posterior fossa tumors","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2962912649","doi":"https://doi.org/10.1016/j.bbe.2019.07.004","mag":"2962912649"},"language":"en","primary_location":{"id":"doi:10.1016/j.bbe.2019.07.004","doi":"https://doi.org/10.1016/j.bbe.2019.07.004","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bbe.2019.07.004","pdf_url":null,"source":{"id":"https://openalex.org/S137309422","display_name":"Journal of Applied Biomedicine","issn_l":"0208-5216","issn":["0208-5216","2391-467X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biocybernetics and Biomedical Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5100348201","display_name":"Mengmeng Li","orcid":"https://orcid.org/0000-0002-2788-0314","observed_orcids":["https://orcid.org/0000-0002-2788-0314"]},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengmeng Li","raw_affiliation_strings":["Industrial Technology Research Institute, Zhengzhou University, Zhengzhou, Henan, China","School of Electrical Engineering, Zhengzhou University, Zhengzhou, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Technology Research Institute, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Electrical Engineering, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113888429","display_name":"Zhigang Shang","orcid":"https://orcid.org/0009-0005-1383-3639","observed_orcids":["https://orcid.org/0009-0005-1383-3639"]},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhigang Shang","raw_affiliation_strings":["Henan Key Laboratory of Brain Science and Brain-Computer Interface Technology, Zhengzhou, Henan, China","Industrial Technology Research Institute, Zhengzhou University, Zhengzhou, Henan, China","School of Electrical Engineering, Zhengzhou University, Zhengzhou, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Brain Science and Brain-Computer Interface Technology, Zhengzhou, Henan, China","institution_ids":[]},{"raw_affiliation_string":"Industrial Technology Research Institute, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Electrical Engineering, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020864189","display_name":"Zhongliang Yang","orcid":"https://orcid.org/0000-0002-8027-9560","observed_orcids":["https://orcid.org/0000-0002-8027-9560"]},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongliang Yang","raw_affiliation_strings":["Industrial Technology Research Institute, Zhengzhou University, Zhengzhou, Henan, China","School of Electrical Engineering, Zhengzhou University, Zhengzhou, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Technology Research Institute, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Electrical Engineering, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419774","display_name":"Yong Zhang","orcid":"https://orcid.org/0000-0002-1942-1839","observed_orcids":["https://orcid.org/0000-0002-1942-1839"]},"institutions":[{"id":"https://openalex.org/I4210156804","display_name":"First Affiliated Hospital of Zhengzhou University","ror":"https://ror.org/056swr059","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156804"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zhang","raw_affiliation_strings":["Magnetic Resonance Department, the first Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Magnetic Resonance Department, the first Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I4210156804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101934375","display_name":"Hong Wan","orcid":"https://orcid.org/0000-0002-8752-1735","observed_orcids":["https://orcid.org/0000-0002-8752-1735"]},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Wan","raw_affiliation_strings":["Henan Key Laboratory of Brain Science and Brain-Computer Interface Technology, Zhengzhou, Henan, China","Industrial Technology Research Institute, Zhengzhou University, Zhengzhou, Henan, China","School of Electrical Engineering, Zhengzhou University, Zhengzhou, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Brain Science and Brain-Computer Interface Technology, Zhengzhou, Henan, China","institution_ids":[]},{"raw_affiliation_string":"Industrial Technology Research Institute, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Electrical Engineering, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101934375","https://openalex.org/A5113888429"],"corresponding_institution_ids":["https://openalex.org/I38877650"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":null,"fwci":0.8507,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.69653347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"39","issue":"3","first_page":"765","last_page":"774"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9984999895095825,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9984999895095825,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.0007999999797903001,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.00019999999494757503,"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/pediatric-posterior-fossa-tumors","display_name":"pediatric posterior fossa tumors","score":0.9940000176429749},{"id":"https://openalex.org/keywords/mri-biomarkers","display_name":"MRI biomarkers","score":0.8199999928474426},{"id":"https://openalex.org/keywords/imaging-biomarkers","display_name":"imaging biomarkers","score":0.7519999742507935},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.515999972820282},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.7919999957084656},{"id":"https://openalex.org/keywords/texture-features","display_name":"texture features","score":0.7549999952316284},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8759999871253967},{"id":"https://openalex.org/keywords/classifier-comparison","display_name":"classifier comparison","score":0.5440000295639038},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.5419999957084656},{"id":"https://openalex.org/keywords/cancer-prediction","display_name":"cancer prediction","score":0.43299999833106995}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7142963409423828},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.708113431930542},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6036685705184937},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5959399938583374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5915296673774719},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5459210276603699},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5335989594459534},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.44350746273994446},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3502916097640991},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2867179811000824},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.28011226654052734}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bbe.2019.07.004","doi":"https://doi.org/10.1016/j.bbe.2019.07.004","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bbe.2019.07.004","pdf_url":null,"source":{"id":"https://openalex.org/S137309422","display_name":"Journal of Applied Biomedicine","issn_l":"0208-5216","issn":["0208-5216","2391-467X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biocybernetics and Biomedical Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4498107806","display_name":"\u9e3d\u5b50\u4f4d\u7f6e\u7ec6\u80de\u529f\u80fd\u7f51\u7edc\u5bf9\u76ee\u6807\u5bfc\u5411\u8def\u7531\u4fe1\u606f\u7684\u52a8\u6001\u8868\u5f81\u673a\u5236\u7814\u7a76","funder_award_id":"61673353","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6375572429","display_name":null,"funder_award_id":"U1304602","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1408981388","https://openalex.org/W1504974927","https://openalex.org/W1517388845","https://openalex.org/W1519676135","https://openalex.org/W1680622244","https://openalex.org/W1873332500","https://openalex.org/W1964620951","https://openalex.org/W1990373803","https://openalex.org/W2000213588","https://openalex.org/W2001556673","https://openalex.org/W2011875602","https://openalex.org/W2063893072","https://openalex.org/W2070919743","https://openalex.org/W2103004421","https://openalex.org/W2106525823","https://openalex.org/W2108589405","https://openalex.org/W2111389142","https://openalex.org/W2120111102","https://openalex.org/W2133459248","https://openalex.org/W2144867092","https://openalex.org/W2146739527","https://openalex.org/W2148011138","https://openalex.org/W2231056033","https://openalex.org/W2247645168","https://openalex.org/W2344081111","https://openalex.org/W2398056625","https://openalex.org/W2582180708","https://openalex.org/W2593346111","https://openalex.org/W2622382573","https://openalex.org/W2768804389","https://openalex.org/W2769368244","https://openalex.org/W2769548978","https://openalex.org/W2770792541","https://openalex.org/W2784119176","https://openalex.org/W2801570955","https://openalex.org/W2895616220","https://openalex.org/W2998768810","https://openalex.org/W4251791738","https://openalex.org/W6734191590"],"related_works":["https://openalex.org/W3041619072","https://openalex.org/W4405885445","https://openalex.org/W7163056086","https://openalex.org/W4390607175","https://openalex.org/W4367330217","https://openalex.org/W2133459248","https://openalex.org/W4385655394","https://openalex.org/W2756236241","https://openalex.org/W3193416680","https://openalex.org/W4281799893"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-07-30T00:00:00"}
