{"id":"https://openalex.org/W4388937563","doi":"https://doi.org/10.1109/icccnt56998.2023.10308065","title":"Comparative Analysis of Transfer Learning Strategies for Automated Identification of Bone Marrow Cell Morphologies","display_name":"Comparative Analysis of Transfer Learning Strategies for Automated Identification of Bone Marrow Cell Morphologies","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388937563","doi":"https://doi.org/10.1109/icccnt56998.2023.10308065"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10308065","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10308065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5005353894","display_name":"Md. Abul Ala Walid","orcid":"https://orcid.org/0000-0001-6001-8374"},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Abul Ala Walid","raw_affiliation_strings":["Khulna University of Engineering &#x0026; Technology,Department of Computer Science &#x0026; Engineering,Khulna,Bangladesh,9203"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khulna University of Engineering &#x0026; Technology,Department of Computer Science &#x0026; Engineering,Khulna,Bangladesh,9203","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066829510","display_name":"Pintu Chandra Shill","orcid":"https://orcid.org/0000-0002-6395-9281"},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Pintu Chandra Shill","raw_affiliation_strings":["Khulna University of Engineering &#x0026; Technology,Department of Computer Science &#x0026; Engineering,Khulna,Bangladesh,9203"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khulna University of Engineering &#x0026; Technology,Department of Computer Science &#x0026; Engineering,Khulna,Bangladesh,9203","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111079068","display_name":"SM Tamim Mahmud","orcid":null},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]},{"id":"https://openalex.org/I4210112276","display_name":"Northern University","ror":"https://ror.org/02at53m79","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210112276"]}],"countries":["BD","PK"],"is_corresponding":false,"raw_author_name":"SM Tamim Mahmud","raw_affiliation_strings":["Northern University of Business and Technology Khulna,Department of Computer Science &#x0026; Engineering,Khulna,9100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern University of Business and Technology Khulna,Department of Computer Science &#x0026; Engineering,Khulna,9100","institution_ids":["https://openalex.org/I1307585291","https://openalex.org/I4210112276"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1123,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42852676,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","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"}},"topics":[{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9886999726295471,"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/T10862","display_name":"AI in cancer detection","score":0.984499990940094,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.731796145439148},{"id":"https://openalex.org/keywords/bone-marrow","display_name":"Bone marrow","score":0.6914985775947571},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6391674280166626},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6337729096412659},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.6045131683349609},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5734915733337402},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5727479457855225},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4393942356109619},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3308817744255066},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.2723102271556854},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23961874842643738},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09716609120368958},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09102356433868408}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.731796145439148},{"id":"https://openalex.org/C2780007613","wikidata":"https://www.wikidata.org/wiki/Q546523","display_name":"Bone marrow","level":2,"score":0.6914985775947571},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6391674280166626},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6337729096412659},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.6045131683349609},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5734915733337402},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5727479457855225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4393942356109619},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3308817744255066},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2723102271556854},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23961874842643738},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09716609120368958},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09102356433868408},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10308065","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10308065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1967379861","https://openalex.org/W2012442592","https://openalex.org/W2165698076","https://openalex.org/W2330219538","https://openalex.org/W2741016737","https://openalex.org/W2762468750","https://openalex.org/W2784483500","https://openalex.org/W2804383999","https://openalex.org/W2952400866","https://openalex.org/W2982562138","https://openalex.org/W2998825217","https://openalex.org/W3036674813","https://openalex.org/W3045628539","https://openalex.org/W3045776219","https://openalex.org/W3107335993","https://openalex.org/W3127068712","https://openalex.org/W3131634083","https://openalex.org/W3170241800","https://openalex.org/W3182952703","https://openalex.org/W3187702056","https://openalex.org/W3194282450","https://openalex.org/W4214575762","https://openalex.org/W4220744353","https://openalex.org/W4224213480","https://openalex.org/W4293455537","https://openalex.org/W4324092840","https://openalex.org/W4362612749","https://openalex.org/W4362613195","https://openalex.org/W4379781090","https://openalex.org/W4379781139","https://openalex.org/W6744953717","https://openalex.org/W6921774606"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W3192840557","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W4375928479","https://openalex.org/W3131673289","https://openalex.org/W3198847674","https://openalex.org/W3103940333"],"abstract_inverted_index":{"The":[0,104],"gradual":[1],"decrease":[2],"in":[3,45,129],"the":[4,32,57,67,77,89,113,127,133,138,146],"average":[5],"lifespan":[6],"of":[7,24,31,34,52,71,88,116,152],"mankind":[8],"is":[9],"considered":[10],"to":[11,47],"be":[12],"caused":[13],"by":[14,118],"various":[15],"diseases,":[16],"along":[17],"with":[18,81,121,149],"hematological":[19,26],"disorders":[20],"are":[21],"prominent.":[22],"Diagnosis":[23],"this":[25,63],"disorder":[27],"requires":[28],"an":[29,49,150],"understanding":[30],"morphology":[33],"bone":[35,53,78],"marrow":[36,54,79],"cells.":[37],"This":[38],"study":[39,87],"introduces":[40],"a":[41],"computer":[42],"vision-aided":[43],"solution":[44],"order":[46],"perform":[48],"automated":[50],"evaluation":[51],"smears":[55,80],"from":[56,76,92],"examiner\u2019s":[58],"skill":[59],"and":[60,137],"experience.":[61],"In":[62],"regard,":[64],"we":[65],"employ":[66],"publicly":[68],"available":[69],"dataset":[70,94],"170,000":[72],"expert-annotated":[73],"cell":[74],"images":[75],"twenty-one":[82],"separate":[83],"groups.":[84],"A":[85],"comparative":[86],"models":[90],"developed":[91],"our":[93],"has":[95],"been":[96],"performed":[97],"using":[98],"eleven":[99],"customized":[100],"deep-transfer":[101],"learning":[102,124],"algorithms.":[103],"EfficientNetB3":[105,119,130],"outperforms":[106],"other":[107,122],"existing":[108],"models.":[109,125],"We":[110],"have":[111],"achieved":[112],"maximum":[114],"accuracy":[115,151],"87.2%":[117],"compared":[120],"deep":[123],"Similarly,":[126],"recall":[128],"was":[131,135,141],"87.22%,":[132],"precision":[134],"87.11%,":[136],"F1":[139],"score":[140],"87.15%.":[142],"Conversely,":[143],"DenseNet201":[144],"offers":[145],"second-most":[147],"effectiveness,":[148],"86.32%.":[153]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
