{"id":"https://openalex.org/W2736578077","doi":"https://doi.org/10.1109/cybconf.2017.7985762","title":"Automatic Extraction of MRI Radiomics Features in Glioblastoma Multiforme: A Reproducibility Evaluation","display_name":"Automatic Extraction of MRI Radiomics Features in Glioblastoma Multiforme: A Reproducibility Evaluation","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2736578077","doi":"https://doi.org/10.1109/cybconf.2017.7985762","mag":"2736578077"},"language":"en","primary_location":{"id":"doi:10.1109/cybconf.2017.7985762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybconf.2017.7985762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 3rd IEEE International Conference on Cybernetics (CYBCONF)","raw_type":"proceedings-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/A5100622225","display_name":"Zhicheng Li","orcid":"https://orcid.org/0000-0003-4140-0580"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhi-Cheng Li","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103049106","display_name":"Yinsheng Chen","orcid":"https://orcid.org/0000-0002-5807-1886"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210146711","display_name":"Sun Yat-sen University Cancer Center","ror":"https://ror.org/0400g8r85","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210146711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinsheng Chen","raw_affiliation_strings":["Department of Neurosurgery and Neuro-oncology, Sun Yat-Sen University Cancer Center, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery and Neuro-oncology, Sun Yat-Sen University Cancer Center, Guangzhou, China","institution_ids":["https://openalex.org/I157773358","https://openalex.org/I4210146711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029274100","display_name":"Qihua Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihua Li","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101851123","display_name":"Qiuchang Sun","orcid":"https://orcid.org/0000-0002-5049-2387"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuchang Sun","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112374533","display_name":"Ronghui Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronghui Luo","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100622225"],"corresponding_institution_ids":["https://openalex.org/I4210145761"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.115237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"4"},"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":0.9995999932289124,"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":0.9995999932289124,"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":0.9988999962806702,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9932000041007996,"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/radiomics","display_name":"Radiomics","score":0.7236944437026978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6935799717903137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6714522838592529},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6652366518974304},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6126061677932739},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5652851462364197},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.5599594116210938},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.5524812340736389},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5395457148551941},{"id":"https://openalex.org/keywords/glioblastoma","display_name":"Glioblastoma","score":0.5036157965660095},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.4480776786804199},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42958828806877136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18057340383529663},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1751061975955963}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.7236944437026978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6935799717903137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714522838592529},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6652366518974304},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6126061677932739},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5652851462364197},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.5599594116210938},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.5524812340736389},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5395457148551941},{"id":"https://openalex.org/C2776194525","wikidata":"https://www.wikidata.org/wiki/Q282142","display_name":"Glioblastoma","level":2,"score":0.5036157965660095},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.4480776786804199},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42958828806877136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18057340383529663},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1751061975955963},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cybconf.2017.7985762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybconf.2017.7985762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 3rd IEEE International Conference on Cybernetics (CYBCONF)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W2025987593","https://openalex.org/W2148977460"],"related_works":["https://openalex.org/W3000891326","https://openalex.org/W4205100762","https://openalex.org/W2356597680","https://openalex.org/W2093471820","https://openalex.org/W50079190","https://openalex.org/W4321251649","https://openalex.org/W3128847470","https://openalex.org/W3006655138","https://openalex.org/W3127798246","https://openalex.org/W2555360349"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,30,36],"fully-automatic":[4],"method":[5,111],"for":[6,115],"extraction":[7],"of":[8,45,80,90,117,125],"high-throughput":[9],"MRI":[10],"radiomics":[11,110],"features":[12,48,58,93],"in":[13,97],"Glioblastoma":[14],"Multiforme":[15],"(GBM).":[16],"First,":[17],"the":[18,43,46,52,81,91,95,122],"tumor":[19],"subregions":[20],"are":[21,49,59,86,105],"automatically":[22],"segmented":[23,53],"from":[24],"multi-":[25],"modality":[26],"MR":[27],"images":[28],"using":[29,66],"proposed":[31,82,109],"random":[32,38],"forest":[33],"classifier":[34],"with":[35,70],"conditional":[37],"field":[39],"spatial":[40],"regulation,":[41],"where":[42],"importances":[44],"multi-modality":[47],"considered.":[50],"Within":[51],"subregions,":[54],"44928":[55],"high-order":[56],"texture":[57],"extracted":[60,92],"at":[61],"different":[62,67],"voxel":[63,98],"sizes":[64],"by":[65],"quantization":[68,100],"methods":[69,101],"varying":[71],"gray":[72,103],"levels.":[73],"The":[74,88,108],"DICE":[75],"score,":[76],"sensitivity":[77],"and":[78,102,120],"specificity":[79],"automatic":[83],"segmentation":[84],"algorithm":[85],"calculated.":[87],"reproducibility":[89],"against":[94],"changes":[96],"sizes,":[99],"levels":[104],"assessed":[106],"quantitatively.":[107],"can":[112],"be":[113],"used":[114],"exploring":[116],"imaging":[118],"biomarker":[119],"facilitate":[121],"pre-treatment":[123],"care":[124],"GBM":[126],"patients.":[127]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
