{"id":"https://openalex.org/W4308057176","doi":"https://doi.org/10.1007/s11517-022-02687-w","title":"Multiclass tumor identification using combined texture and statistical features","display_name":"Multiclass tumor identification using combined texture and statistical features","publication_year":2022,"publication_date":"2022-11-02","ids":{"openalex":"https://openalex.org/W4308057176","doi":"https://doi.org/10.1007/s11517-022-02687-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/36323980"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-022-02687-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-022-02687-w","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5034470555","display_name":"Ghazanfar Latif","orcid":"https://orcid.org/0000-0002-5931-9353"},"institutions":[{"id":"https://openalex.org/I138564716","display_name":"Prince Mohammad bin Fahd University","ror":"https://ror.org/03d64na34","country_code":"SA","type":"education","lineage":["https://openalex.org/I138564716"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Ghazanfar Latif","raw_affiliation_strings":["Computer Science Department, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia. glatif@pmu.edu.sa","Universit\u00e9 du Qu\u00e9bec a Chicoutimi, 555 boulevard de l'Universit\u00e9, Chicoutimi, Saguenay, QC, G7H2B1, Canada. glatif@pmu.edu.sa","Computer Science Department, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia. glatif@pmu.edu.sa","institution_ids":[]},{"raw_affiliation_string":"Universit\u00e9 du Qu\u00e9bec a Chicoutimi, 555 boulevard de l'Universit\u00e9, Chicoutimi, Saguenay, QC, G7H2B1, Canada. glatif@pmu.edu.sa","institution_ids":[]},{"raw_affiliation_string":"Computer Science Department, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia","institution_ids":["https://openalex.org/I138564716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070030775","display_name":"Abul Bashar","orcid":"https://orcid.org/0000-0001-5567-6444"},"institutions":[{"id":"https://openalex.org/I138564716","display_name":"Prince Mohammad bin Fahd University","ror":"https://ror.org/03d64na34","country_code":"SA","type":"education","lineage":["https://openalex.org/I138564716"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abul Bashar","raw_affiliation_strings":["Department of Computer Engineering, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia","institution_ids":["https://openalex.org/I138564716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091897921","display_name":"D. N. F. Awang Iskandar","orcid":"https://orcid.org/0000-0002-0909-5670"},"institutions":[{"id":"https://openalex.org/I41461413","display_name":"Universiti Malaysia Sarawak","ror":"https://ror.org/05b307002","country_code":"MY","type":"education","lineage":["https://openalex.org/I41461413"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"D. N. F. Awang Iskandar","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Malaysia Sarawak, Kota Samarahan, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Malaysia Sarawak, Kota Samarahan, Malaysia","institution_ids":["https://openalex.org/I41461413"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027538068","display_name":"Nazeeruddin Mohammad","orcid":"https://orcid.org/0000-0003-3580-5960"},"institutions":[{"id":"https://openalex.org/I138564716","display_name":"Prince Mohammad bin Fahd University","ror":"https://ror.org/03d64na34","country_code":"SA","type":"education","lineage":["https://openalex.org/I138564716"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nazeeruddin Mohammad","raw_affiliation_strings":["Computer Science Department, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia","institution_ids":["https://openalex.org/I138564716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085226559","display_name":"Ghassen Ben Brahim","orcid":"https://orcid.org/0000-0001-8883-1244"},"institutions":[{"id":"https://openalex.org/I138564716","display_name":"Prince Mohammad bin Fahd University","ror":"https://ror.org/03d64na34","country_code":"SA","type":"education","lineage":["https://openalex.org/I138564716"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ghassen Ben Brahim","raw_affiliation_strings":["Computer Science Department, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia","institution_ids":["https://openalex.org/I138564716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066581706","display_name":"Jaafar Alghazo","orcid":"https://orcid.org/0000-0001-7518-4818"},"institutions":[{"id":"https://openalex.org/I185641255","display_name":"Virginia Military Institute","ror":"https://ror.org/01ngnm118","country_code":"US","type":"education","lineage":["https://openalex.org/I185641255"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaafar M. Alghazo","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Virginia Military Institute, Lexington, VA, 24450, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Virginia Military Institute, Lexington, VA, 24450, USA","institution_ids":["https://openalex.org/I185641255"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034470555"],"corresponding_institution_ids":["https://openalex.org/I138564716"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":null,"fwci":0.5019,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.63872832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"61","issue":"1","first_page":"45","last_page":"59"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9962999820709229,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7225258350372314},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6802124381065369},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6464787125587463},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.626662015914917},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6158976554870605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.603491485118866},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.5682396292686462},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4829220473766327},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4754362106323242},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4160628914833069},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4129711985588074},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38519105315208435},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.35089367628097534},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3046676516532898},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.24870094656944275}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7225258350372314},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6802124381065369},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6464787125587463},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.626662015914917},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6158976554870605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.603491485118866},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.5682396292686462},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4829220473766327},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4754362106323242},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4160628914833069},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4129711985588074},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38519105315208435},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.35089367628097534},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3046676516532898},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.24870094656944275},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11517-022-02687-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-022-02687-w","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},{"id":"pmid:36323980","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36323980","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & biological engineering & computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1624148257","https://openalex.org/W1987216676","https://openalex.org/W2112567075","https://openalex.org/W2116531017","https://openalex.org/W2594020746","https://openalex.org/W2620716180","https://openalex.org/W2763471831","https://openalex.org/W2767488589","https://openalex.org/W2773164951","https://openalex.org/W2885426244","https://openalex.org/W2888044560","https://openalex.org/W2889054146","https://openalex.org/W2890366953","https://openalex.org/W2900954917","https://openalex.org/W2901381629","https://openalex.org/W2912260230","https://openalex.org/W2915642838","https://openalex.org/W2923221258","https://openalex.org/W2942516496","https://openalex.org/W2947692947","https://openalex.org/W2947810057","https://openalex.org/W2969804645","https://openalex.org/W2969955811","https://openalex.org/W2983509244","https://openalex.org/W3012079229","https://openalex.org/W3027543813","https://openalex.org/W3029530394","https://openalex.org/W3089472426","https://openalex.org/W3136979370","https://openalex.org/W3154862849","https://openalex.org/W3203348176","https://openalex.org/W3217110323","https://openalex.org/W3217453598","https://openalex.org/W4200139530","https://openalex.org/W4230933962","https://openalex.org/W4243640038"],"related_works":["https://openalex.org/W4280611221","https://openalex.org/W3168994312","https://openalex.org/W4221021152","https://openalex.org/W1915129189","https://openalex.org/W4316082230","https://openalex.org/W2979979539","https://openalex.org/W4315783552","https://openalex.org/W3087105065","https://openalex.org/W4312373044","https://openalex.org/W4249229055"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}