{"id":"https://openalex.org/W3212914319","doi":"https://doi.org/10.1109/icccnt51525.2021.9579954","title":"Automated Foot and Mouth Disease Classification Using Transfer Learning-Based Deep Convolutional Neural Network","display_name":"Automated Foot and Mouth Disease Classification Using Transfer Learning-Based Deep Convolutional Neural Network","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3212914319","doi":"https://doi.org/10.1109/icccnt51525.2021.9579954","mag":"3212914319"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt51525.2021.9579954","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th 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/A5043860241","display_name":"Md. Awlad Hossen Rony","orcid":"https://orcid.org/0000-0002-6002-9097"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Rony","raw_affiliation_strings":["Daffodil lnternational University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil lnternational University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045457154","display_name":"Dola Barai","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Dola Barai","raw_affiliation_strings":["Daffodil lnternational University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil lnternational University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012174590","display_name":"Riad","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Riad","raw_affiliation_strings":["Daffodil lnternational University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil lnternational University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100637205","display_name":"Md. Zahid Hasan","orcid":"https://orcid.org/0000-0002-0132-1717"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Zahid Hasan","raw_affiliation_strings":["Daffodil lnternational University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil lnternational University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043860241"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":0.4765,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66665101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11560","display_name":"Animal Disease Management and Epidemiology","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11560","display_name":"Animal Disease Management and Epidemiology","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9652000069618225,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.944100022315979,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8179190158843994},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7745117545127869},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7450925707817078},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6597316861152649},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6016445159912109},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49437952041625977},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4805353283882141},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4620264172554016},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.461361825466156},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.42264053225517273},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3994089365005493},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.384998619556427},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2507002651691437},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16802912950515747},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.0967664122581482},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0741698145866394}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8179190158843994},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7745117545127869},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7450925707817078},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6597316861152649},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6016445159912109},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49437952041625977},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4805353283882141},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4620264172554016},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.461361825466156},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.42264053225517273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3994089365005493},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.384998619556427},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2507002651691437},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16802912950515747},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0967664122581482},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0741698145866394},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt51525.2021.9579954","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W102340405","https://openalex.org/W2097117768","https://openalex.org/W2194775991","https://openalex.org/W2470368200","https://openalex.org/W2476952550","https://openalex.org/W2530668397","https://openalex.org/W2618530766","https://openalex.org/W2790082144","https://openalex.org/W2901539244","https://openalex.org/W2939600494","https://openalex.org/W2974289854","https://openalex.org/W2998225899","https://openalex.org/W3000651604","https://openalex.org/W3134002843","https://openalex.org/W6604158701","https://openalex.org/W6687483927","https://openalex.org/W6748541143"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W3183901164","https://openalex.org/W2990636717","https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3192840557","https://openalex.org/W3176438653"],"abstract_inverted_index":{"Foot":[0],"and":[1,37,89,120,145,158],"Mouth":[2],"Disease":[3],"is":[4,17,26,125],"the":[5,11,27,32,53,72,94,99,102,111,114,118,138,142,154],"most":[6,28],"highly":[7,73],"contagious":[8],"disease":[9,152],"around":[10],"world.":[12],"Early":[13],"detection":[14,51,70,105],"of":[15,34,71,79],"FMD":[16,50,75,100,155],"crucial":[18],"for":[19,49,97,156],"controlling":[20],"this":[21],"disease.":[22],"Convolutional":[23],"Neural":[24],"Networks":[25,91],"convenient":[29],"architecture":[30],"in":[31,52,110,141],"state-of-the-art":[33],"Image":[35],"Processing":[36],"Computer":[38],"Vision":[39],"sector.":[40],"As":[41],"per":[42],"our":[43],"knowledge,":[44],"there":[45],"was":[46],"no":[47],"method":[48],"livestock":[54],"sector":[55],"which":[56,135],"has":[57],"been":[58],"proposed":[59,65,123],"by":[60],"using":[61,76],"CNN":[62,80],"architecture.":[63],"This":[64],"model":[66,85],"aims":[67],"that":[68],"early":[69],"infectious":[74],"different":[77],"types":[78],"architectures":[81],"with":[82,101,132],"a":[83],"pre-trained":[84],"like":[86],"GoogleNet,":[87],"AlexNet,":[88],"Residual":[90],"(ResNet).":[92],"All":[93],"essential":[95],"steps":[96],"executing":[98],"Healthy":[103],"cattle":[104,159],"process":[106,144],"are":[107],"thoroughly":[108],"explained":[109],"paper,":[112],"from":[113],"data":[115],"assemble":[116],"to":[117,127,149],"procedure":[119],"result.":[121],"The":[122],"system":[124],"prominent":[126],"be":[128,147],"successful,":[129],"achieving":[130],"results":[131],"95%":[133],"accuracy,":[134],"perhaps":[136],"inhibit":[137],"human":[139],"mistakes":[140],"diagnosis":[143],"would":[146],"conducive":[148],"recognize":[150],"epidemic":[151],"especially":[153],"veterinarians":[157],"farmers.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}