{"id":"https://openalex.org/W3033682046","doi":"https://doi.org/10.1186/s40537-020-00311-y","title":"Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks","display_name":"Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3033682046","doi":"https://doi.org/10.1186/s40537-020-00311-y","mag":"3033682046"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-020-00311-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-020-00311-y","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00311-y","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00311-y","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083375231","display_name":"A. V. Reddy","orcid":"https://orcid.org/0000-0002-3345-651X"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Annapareddy V. N. Reddy","raw_affiliation_strings":["Department of Computer Science, Koneru Lakshmaiah Education Foundation (K L Deemed to be University), Vaddeswaram, Guntur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Koneru Lakshmaiah Education Foundation (K L Deemed to be University), Vaddeswaram, Guntur, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112392797","display_name":"Ch. Phani Krishna","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ch. Phani Krishna","raw_affiliation_strings":["Department of Computer Science, Teegala Krishna Reddy Engineering College, Hyderabad, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Teegala Krishna Reddy Engineering College, Hyderabad, Telangana, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029805698","display_name":"Pradeep Kumar Mallick","orcid":"https://orcid.org/0000-0002-1207-0757"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pradeep Kumar Mallick","raw_affiliation_strings":["School of Computer Engineering, Kalinga Institute of Industrial Technology (KIIT) Deemed-to-be University, Bhubaneswar, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Kalinga Institute of Industrial Technology (KIIT) Deemed-to-be University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056192332","display_name":"Sandeep Kumar Satapathy","orcid":"https://orcid.org/0000-0002-4495-8099"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Kumar Satapathy","raw_affiliation_strings":["Department of Computer Science, Koneru Lakshmaiah Education Foundation (K L Deemed to be University), Vaddeswaram, Guntur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Koneru Lakshmaiah Education Foundation (K L Deemed to be University), Vaddeswaram, Guntur, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082046789","display_name":"Prayag Tiwari","orcid":"https://orcid.org/0000-0002-2851-4260"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Prayag Tiwari","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padua, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030664164","display_name":"Mikhail Zymbler","orcid":"https://orcid.org/0000-0001-7491-8656"},"institutions":[{"id":"https://openalex.org/I107640659","display_name":"South Ural State University","ror":"https://ror.org/03sfk2504","country_code":"RU","type":"education","lineage":["https://openalex.org/I107640659"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Mikhail Zymbler","raw_affiliation_strings":["Department of Computer Science, South Ural State University, Chelyabinsk, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, South Ural State University, Chelyabinsk, Russian Federation","institution_ids":["https://openalex.org/I107640659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032948428","display_name":"Sachin Kumar","orcid":"https://orcid.org/0000-0003-3949-0302"},"institutions":[{"id":"https://openalex.org/I107640659","display_name":"South Ural State University","ror":"https://ror.org/03sfk2504","country_code":"RU","type":"education","lineage":["https://openalex.org/I107640659"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sachin Kumar","raw_affiliation_strings":["Department of Computer Science, South Ural State University, Chelyabinsk, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0003-3949-0302","affiliations":[{"raw_affiliation_string":"Department of Computer Science, South Ural State University, Chelyabinsk, Russian Federation","institution_ids":["https://openalex.org/I107640659"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5083375231"],"corresponding_institution_ids":["https://openalex.org/I875944469"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":1.9632,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.86804075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"7","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"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/T10862","display_name":"AI in cancer detection","score":0.9994000196456909,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9973999857902527,"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/deep-belief-network","display_name":"Deep belief network","score":0.8556470274925232},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7754995822906494},{"id":"https://openalex.org/keywords/boltzmann-machine","display_name":"Boltzmann machine","score":0.7320489287376404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6858083009719849},{"id":"https://openalex.org/keywords/glioblastoma","display_name":"Glioblastoma","score":0.6251925230026245},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5760035514831543},{"id":"https://openalex.org/keywords/restricted-boltzmann-machine","display_name":"Restricted Boltzmann machine","score":0.5497121214866638},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49956417083740234},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4784674346446991},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41599082946777344},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08807194232940674}],"concepts":[{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.8556470274925232},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7754995822906494},{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.7320489287376404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6858083009719849},{"id":"https://openalex.org/C2776194525","wikidata":"https://www.wikidata.org/wiki/Q282142","display_name":"Glioblastoma","level":2,"score":0.6251925230026245},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5760035514831543},{"id":"https://openalex.org/C199354608","wikidata":"https://www.wikidata.org/wiki/Q7316287","display_name":"Restricted Boltzmann machine","level":3,"score":0.5497121214866638},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49956417083740234},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4784674346446991},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41599082946777344},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08807194232940674},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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":3,"locations":[{"id":"doi:10.1186/s40537-020-00311-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-020-00311-y","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00311-y","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:12e57ca90faa4da58913378e916ada77","is_oa":true,"landing_page_url":"https://doaj.org/article/12e57ca90faa4da58913378e916ada77","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 Big Data, Vol 7, Iss 1, Pp 1-17 (2020)","raw_type":"article"},{"id":"pmh:oai:zenodo.org:50718","is_oa":true,"landing_page_url":"https://zenodo.org/record/50718","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"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":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1186/s40537-020-00311-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-020-00311-y","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00311-y","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1094494501","display_name":"Quantum Information Access and Retrieval Theory","funder_award_id":"721321","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4033693696","display_name":null,"funder_award_id":"FENU-2020-0022","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320327494","display_name":"Ministry of Science and Higher Education of the Russian Federation","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3033682046.pdf","grobid_xml":"https://content.openalex.org/works/W3033682046.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2289846183","https://openalex.org/W2397078533","https://openalex.org/W2534299759","https://openalex.org/W2555793060","https://openalex.org/W2592929672","https://openalex.org/W2601707599","https://openalex.org/W2603422184","https://openalex.org/W2614851820","https://openalex.org/W2620915497","https://openalex.org/W2624699030","https://openalex.org/W2731736087","https://openalex.org/W2754356769","https://openalex.org/W2766004463","https://openalex.org/W2772452219","https://openalex.org/W2948666538","https://openalex.org/W6940548965"],"related_works":["https://openalex.org/W2064630666","https://openalex.org/W3121598771","https://openalex.org/W2287713958","https://openalex.org/W2513801676","https://openalex.org/W2916681395","https://openalex.org/W3010338767","https://openalex.org/W1257380361","https://openalex.org/W3005559199","https://openalex.org/W2133034788","https://openalex.org/W2892911634"],"abstract_inverted_index":{"Abstract":[0],"Glioblastoma":[1],"(GBM)":[2],"is":[3,65,104],"a":[4,11,46,76,108],"stage":[5],"4":[6],"malignant":[7],"tumor":[8,15],"in":[9,32,150],"which":[10],"large":[12,77,85],"portion":[13],"of":[14,67,79,84,87,110,124,142,152],"cells":[16],"are":[17,26,130],"reproducing":[18],"and":[19,29,37,101,106,144,157],"dividing":[20],"at":[21],"any":[22],"moment.":[23],"These":[24],"tumors":[25],"life":[27],"threatening":[28],"may":[30],"result":[31],"partial":[33],"or":[34],"complete":[35],"mental":[36],"physical":[38],"disability.":[39],"In":[40],"this":[41],"study,":[42],"we":[43],"have":[44],"proposed":[45,114],"classification":[47,158],"model":[48],"using":[49,132],"hybrid":[50],"deep":[51],"belief":[52],"networks":[53],"(DBN)":[54],"to":[55,89,120],"classify":[56],"magnetic":[57],"resonance":[58],"imaging":[59],"(MRI)":[60],"for":[61],"GBM":[62],"tumor.":[63],"DBN":[64,73,119,126,145],"composed":[66],"stacked":[68],"restricted":[69],"Boltzmann":[70],"machines":[71],"(RBM).":[72],"often":[74],"requires":[75,107],"number":[78,86],"hidden":[80],"layers":[81],"that":[82,139],"consists":[83],"neurons":[88],"learn":[90],"the":[91,95,122,140,147],"best":[92],"features":[93],"from":[94],"raw":[96],"image":[97],"data.":[98],"Hence,":[99],"computational":[100],"space":[102,155],"complexity":[103,156],"high":[105],"lot":[109],"training":[111,153],"time.":[112],"The":[113,128],"approach":[115],"combines":[116],"DTW":[117,143],"with":[118],"improve":[121],"efficiency":[123],"existing":[125],"model.":[127],"results":[129],"validated":[131],"several":[133],"statistical":[134],"parameters.":[135],"Statistical":[136],"validation":[137],"verifies":[138],"combination":[141],"outperformed":[146],"other":[148],"classifiers":[149],"terms":[151],"time,":[154],"accuracy.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
