{"id":"https://openalex.org/W4366251160","doi":"https://doi.org/10.1109/ccwc57344.2023.10099302","title":"A Low Parametric CNN Based Solution to Efficiently Detect Brain Tumor Cells from Ultrasound Scans","display_name":"A Low Parametric CNN Based Solution to Efficiently Detect Brain Tumor Cells from Ultrasound Scans","publication_year":2023,"publication_date":"2023-03-08","ids":{"openalex":"https://openalex.org/W4366251160","doi":"https://doi.org/10.1109/ccwc57344.2023.10099302"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc57344.2023.10099302","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc57344.2023.10099302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5068293037","display_name":"Md. Arman Islam","orcid":"https://orcid.org/0000-0002-4905-7978"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Arman Islam","raw_affiliation_strings":["BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060489987","display_name":"Sheikh Araf Noshin","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sheikh Araf Noshin","raw_affiliation_strings":["BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054411351","display_name":"Md. Robiul Islam","orcid":"https://orcid.org/0000-0001-8330-5421"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Robiul Islam","raw_affiliation_strings":["BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030194282","display_name":"Md. Farhan Razy","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Farhan Razy","raw_affiliation_strings":["BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079375573","display_name":"Samiha Antara","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Samiha Antara","raw_affiliation_strings":["BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075696467","display_name":"Md Tanzim Reza","orcid":"https://orcid.org/0000-0001-8964-1565"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Tanzim Reza","raw_affiliation_strings":["BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BRAC University,Department of Computer Science and Engineering,Mohakhali, Dhaka,Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, BRAC University, Mohakhali, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063142391","display_name":"Mohammad Zavid Parvez","orcid":"https://orcid.org/0000-0003-2138-8334"},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]},{"id":"https://openalex.org/I4210142395","display_name":"Torrens University Australia","ror":"https://ror.org/0351xae06","country_code":"AU","type":"education","lineage":["https://openalex.org/I4210142395"]},{"id":"https://openalex.org/I86695891","display_name":"Australian Catholic University","ror":"https://ror.org/04cxm4j25","country_code":"AU","type":"education","lineage":["https://openalex.org/I86695891"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohammad Zavid Parvez","raw_affiliation_strings":["School of Behavioural and Health Sciences, Australian Catholic University,Melbourne,Australia","Information Technology, APIC, Melbourne, Australia","Information Technology, Torrens University, Melbourne, Australia","School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, Australia","School of Computing, Mathematics, and Engineering, Charles Sturt University, Bathurst, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Behavioural and Health Sciences, Australian Catholic University,Melbourne,Australia","institution_ids":["https://openalex.org/I86695891"]},{"raw_affiliation_string":"Information Technology, APIC, Melbourne, Australia","institution_ids":[]},{"raw_affiliation_string":"Information Technology, Torrens University, Melbourne, Australia","institution_ids":["https://openalex.org/I4210142395"]},{"raw_affiliation_string":"School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, Australia","institution_ids":["https://openalex.org/I86695891"]},{"raw_affiliation_string":"School of Computing, Mathematics, and Engineering, Charles Sturt University, Bathurst, NSW, Australia","institution_ids":["https://openalex.org/I153230381"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8952,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.91670925,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1152","last_page":"1158"},"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":0.9957000017166138,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7805413007736206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6115348935127258},{"id":"https://openalex.org/keywords/brain-tumor","display_name":"Brain tumor","score":0.574016809463501},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5117228031158447},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.494026243686676},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4308852553367615},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42420583963394165},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.41427135467529297},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08671405911445618},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08254408836364746}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7805413007736206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6115348935127258},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.574016809463501},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5117228031158447},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.494026243686676},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4308852553367615},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42420583963394165},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.41427135467529297},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08671405911445618},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08254408836364746},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccwc57344.2023.10099302","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc57344.2023.10099302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2194775991","https://openalex.org/W2395579298","https://openalex.org/W2618530766","https://openalex.org/W2766356798","https://openalex.org/W2780099243","https://openalex.org/W2889685514","https://openalex.org/W2916892496","https://openalex.org/W2947735999","https://openalex.org/W2955805844","https://openalex.org/W2994753452","https://openalex.org/W2995394700","https://openalex.org/W3019427655","https://openalex.org/W3039513141","https://openalex.org/W3087421454","https://openalex.org/W3163071387","https://openalex.org/W3169684453","https://openalex.org/W4297775537","https://openalex.org/W6637373629","https://openalex.org/W6737664043","https://openalex.org/W6776718653","https://openalex.org/W6820941719"],"related_works":["https://openalex.org/W2334610590","https://openalex.org/W2320366403","https://openalex.org/W3204197061","https://openalex.org/W4251350712","https://openalex.org/W637098845","https://openalex.org/W2410116073","https://openalex.org/W3044972437","https://openalex.org/W4287707480","https://openalex.org/W2275866607","https://openalex.org/W3198805702"],"abstract_inverted_index":{"Implementation":[0],"of":[1,8,29,63,83,116,132,143,167],"deep":[2],"neural":[3],"networks":[4],"in":[5,22,56],"medical":[6,23],"imaging":[7],"brain":[9,30,57,76],"cells":[10,32,55],"to":[11,17,52,87,93,98,174,176],"identify":[12,53],"tumors":[13],"is":[14,33,86,138,150],"shaping":[15],"up":[16],"be":[18],"a":[19,89,165],"reliable":[20],"approach":[21],"science.":[24],"Early":[25],"and":[26,50,66,103,107,148],"accurate":[27],"detection":[28],"tumor":[31,54],"critical":[34],"for":[35,72],"effective":[36],"patient":[37],"treatment.":[38],"Initially,":[39],"this":[40,73,84],"paper":[41],"demonstrates":[42],"three":[43],"widely":[44,99],"used":[45,71],"CNN":[46,91,101],"models,":[47,147],"VGG16,":[48],"ResNet50,":[49],"MobileNet,":[51],"MRI":[58,77],"images":[59,111],"with":[60,112,141,187],"an":[61,128],"accuracy":[62,131],"97%,":[64],"94.5%,":[65],"99%":[67],"respectively.":[68],"The":[69,81,124],"dataset":[70],"study":[74,172],"contains":[75],"scans":[78],"called":[79],"Br35h.":[80],"purpose":[82],"research":[85],"develop":[88],"modified":[90],"model":[92,126,186],"attain":[94],"similar":[95],"performance":[96,137],"statistics":[97],"accepted":[100],"models":[102,162],"extract":[104],"all":[105],"meaningful":[106],"precise":[108],"information":[109],"from":[110],"the":[113,135,144,168,177,184],"least":[114],"amount":[115],"error":[117],"possible":[118],"while":[119],"maintaining":[120],"greater":[121],"run-time":[122],"efficiency.":[123],"proposed":[125,185],"achieved":[127],"overall":[129],"classification":[130],"98.5%.":[133],"Finally,":[134],"model's":[136],"also":[139],"compared":[140],"that":[142,152],"previously":[145],"stated":[146],"it":[149,153],"observed":[151],"performs":[154],"on":[155],"par,":[156],"if":[157],"not":[158],"better,":[159],"than":[160],"those":[161],"despite":[163],"having":[164],"fraction":[166],"total":[169],"parameters.":[170],"This":[171],"aims":[173],"contribute":[175],"computer-aided":[178],"diagnostic":[179],"(CAD)":[180],"system":[181],"by":[182],"implementing":[183],"relatively":[188],"fewer":[189],"computational":[190],"power":[191],"requirements.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
