{"id":"https://openalex.org/W4220859898","doi":"https://doi.org/10.1155/2022/2092985","title":"An Efficient Method for Diagnosing Brain Tumors Based on MRI Images Using Deep Convolutional Neural Networks","display_name":"An Efficient Method for Diagnosing Brain Tumors Based on MRI Images Using Deep Convolutional Neural Networks","publication_year":2022,"publication_date":"2022-03-15","ids":{"openalex":"https://openalex.org/W4220859898","doi":"https://doi.org/10.1155/2022/2092985"},"language":"en","primary_location":{"id":"doi:10.1155/2022/2092985","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/2092985","pdf_url":"https://downloads.hindawi.com/journals/acisc/2022/2092985.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/acisc/2022/2092985.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088338557","display_name":"H\u00e1n Tr\u1ecdng Thanh","orcid":"https://orcid.org/0000-0002-8512-9529"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Thanh Han-Trong","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi 100000, Vietnam"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi 100000, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078684443","display_name":"Hinh Nguyen Van","orcid":"https://orcid.org/0009-0005-6846-878X"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hinh Nguyen Van","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi 100000, Vietnam"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi 100000, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101199057","display_name":"Huong Nguyen Thi Thanh","orcid":null},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Huong Nguyen Thi Thanh","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi 100000, Vietnam"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi 100000, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062526669","display_name":"Tran Anh Vu","orcid":"https://orcid.org/0000-0002-3439-6491"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vu Tran Anh","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi 100000, Vietnam"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi 100000, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007323594","display_name":"Dung Nguyen Tuan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152634","display_name":"B\u1ea1ch Mai Hospital","ror":"https://ror.org/05ecec111","country_code":"VN","type":"healthcare","lineage":["https://openalex.org/I4210152634"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dung Nguyen Tuan","raw_affiliation_strings":["Bach Mai Hospital, Hanoi 100000, Vietnam"],"affiliations":[{"raw_affiliation_string":"Bach Mai Hospital, Hanoi 100000, Vietnam","institution_ids":["https://openalex.org/I4210152634"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015435457","display_name":"Dang Luu Vu","orcid":"https://orcid.org/0000-0002-6493-3411"},"institutions":[{"id":"https://openalex.org/I4210152634","display_name":"B\u1ea1ch Mai Hospital","ror":"https://ror.org/05ecec111","country_code":"VN","type":"healthcare","lineage":["https://openalex.org/I4210152634"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Luu Vu Dang","raw_affiliation_strings":["Bach Mai Hospital, Hanoi 100000, Vietnam"],"affiliations":[{"raw_affiliation_string":"Bach Mai Hospital, Hanoi 100000, Vietnam","institution_ids":["https://openalex.org/I4210152634"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5088338557"],"corresponding_institution_ids":["https://openalex.org/I94518387"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":0.8366,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71739884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9997000098228455,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9933000206947327,"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/computer-science","display_name":"Computer science","score":0.8602631092071533},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8155165910720825},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.7629684209823608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6774727702140808},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4927559196949005},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47461286187171936},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4340021014213562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8602631092071533},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8155165910720825},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7629684209823608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6774727702140808},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4927559196949005},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47461286187171936},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4340021014213562},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2022/2092985","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/2092985","pdf_url":"https://downloads.hindawi.com/journals/acisc/2022/2092985.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:92829fb2a1914ccd9e85a907c61b95fa","is_oa":true,"landing_page_url":"https://doaj.org/article/92829fb2a1914ccd9e85a907c61b95fa","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Computational Intelligence and Soft Computing, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/2092985","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/2092985","pdf_url":"https://downloads.hindawi.com/journals/acisc/2022/2092985.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7554440186","display_name":null,"funder_award_id":"B2021-BKA-09","funder_id":"https://openalex.org/F4320323346","funder_display_name":"B\u1ed9 Gi\u00e1o d\u1ee5c v\u00e0 \u00d0\u00e0o t\u1ea1o"}],"funders":[{"id":"https://openalex.org/F4320319125","display_name":"Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc B\u00e1ch Khoa H\u00e0 N\u1ed9i","ror":"https://ror.org/04nyv3z04"},{"id":"https://openalex.org/F4320323346","display_name":"B\u1ed9 Gi\u00e1o d\u1ee5c v\u00e0 \u00d0\u00e0o t\u1ea1o","ror":"https://ror.org/00drv3378"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220859898.pdf","grobid_xml":"https://content.openalex.org/works/W4220859898.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1584308190","https://openalex.org/W1686810756","https://openalex.org/W1955857676","https://openalex.org/W2002659820","https://openalex.org/W2057947771","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2130872658","https://openalex.org/W2146502635","https://openalex.org/W2160279214","https://openalex.org/W2194775991","https://openalex.org/W2523246573","https://openalex.org/W2549139847","https://openalex.org/W2596470483","https://openalex.org/W2612445135","https://openalex.org/W2618530766","https://openalex.org/W2779494124","https://openalex.org/W2782920681","https://openalex.org/W2790913410","https://openalex.org/W2889685514","https://openalex.org/W2904910159","https://openalex.org/W2946948417","https://openalex.org/W2955425717","https://openalex.org/W2955805844","https://openalex.org/W2963446712","https://openalex.org/W2989381536","https://openalex.org/W2994753452","https://openalex.org/W3014047622","https://openalex.org/W3033000737","https://openalex.org/W3034429256","https://openalex.org/W3035359320","https://openalex.org/W3094021631","https://openalex.org/W3102501606","https://openalex.org/W3127167602","https://openalex.org/W3135319307","https://openalex.org/W3184998487","https://openalex.org/W4200337757","https://openalex.org/W4210997624","https://openalex.org/W4229604509","https://openalex.org/W4297775537","https://openalex.org/W6631190155","https://openalex.org/W7038994942"],"related_works":["https://openalex.org/W4312417841","https://openalex.org/W4321369474","https://openalex.org/W2731899572","https://openalex.org/W3133861977","https://openalex.org/W4200173597","https://openalex.org/W3116150086","https://openalex.org/W2999805992","https://openalex.org/W4291897433","https://openalex.org/W3011074480","https://openalex.org/W3192840557"],"abstract_inverted_index":{"This":[0,21],"paper":[1],"proposes":[2],"a":[3],"system":[4,22],"to":[5,74,97,102,118],"effectively":[6],"identify":[7],"brain":[8,71],"tumors":[9],"on":[10,107],"MRI":[11,72],"images":[12,73],"using":[13],"artificial":[14],"intelligence":[15],"algorithms":[16,129],"and":[17,93,138],"ADAS":[18,99],"optimization":[19,100],"function.":[20],"is":[23,47,142],"developed":[24],"with":[25],"the":[26,35,45,67,84,113,120,127,131,139],"aim":[27],"of":[28,34,126],"assisting":[29],"doctors":[30],"in":[31,44],"diagnosing":[32],"one":[33],"most":[36,121],"dangerous":[37],"diseases":[38],"for":[39,70],"humans.":[40],"The":[41,57],"data":[42,50],"used":[43,92],"study":[46],"patient":[48],"image":[49],"collected":[51],"from":[52],"Bach":[53],"Mai":[54],"Hospital,":[55],"Vietnam.":[56],"proposed":[58],"approach":[59],"includes":[60],"two":[61],"main":[62],"steps.":[63],"First,":[64],"we":[65,95],"propose":[66,96],"normalization":[68],"method":[69],"remove":[75],"unnecessary":[76],"components":[77],"without":[78],"affecting":[79],"their":[80],"information":[81],"content.":[82],"In":[83],"next":[85],"step,":[86],"Deep":[87],"Convolutional":[88],"Neural":[89],"Networks":[90],"are":[91,134],"then":[94],"apply":[98],"function":[101],"build":[103],"predictive":[104],"models":[105],"based":[106],"that":[108],"normalized":[109],"dataset.":[110],"From":[111],"there,":[112],"results":[114,125],"will":[115],"be":[116],"compared":[117],"choose":[119],"optimal":[122],"method.":[123],"Those":[124],"evaluated":[128],"through":[130],"coefficient":[132],"F1-score":[133],"greater":[135],"than":[136],"94%":[137],"highest":[140],"value":[141],"97.65%.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
