{"id":"https://openalex.org/W4417312421","doi":"https://doi.org/10.1007/s11042-025-21077-6","title":"Revolutionizing plant disease management: integrating AI and deep learning for enhanced detection and classification in agriculture applications","display_name":"Revolutionizing plant disease management: integrating AI and deep learning for enhanced detection and classification in agriculture applications","publication_year":2025,"publication_date":"2025-12-15","ids":{"openalex":"https://openalex.org/W4417312421","doi":"https://doi.org/10.1007/s11042-025-21077-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-025-21077-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-025-21077-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-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/A5077828723","display_name":"Rania A. Ahmed","orcid":"https://orcid.org/0000-0002-0069-9670"},"institutions":[{"id":"https://openalex.org/I4210145859","display_name":"Central Laboratory for Agricultural Climate","ror":"https://ror.org/03gtqhp76","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210145859"]},{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Rania A. Ahmed","raw_affiliation_strings":["Climate Change Information Center, Renewable Energy and Expert System, Agricultural Research Center (ARC), Giza, Egypt","Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-0069-9670","affiliations":[{"raw_affiliation_string":"Climate Change Information Center, Renewable Energy and Expert System, Agricultural Research Center (ARC), Giza, Egypt","institution_ids":["https://openalex.org/I4210145859"]},{"raw_affiliation_string":"Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006443274","display_name":"Walid El\u2010Shafai","orcid":"https://orcid.org/0000-0001-7509-2120"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]},{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Walid El\u2011Shafai","raw_affiliation_strings":["Department of Computer Science, Automated Systems and Computing Lab (ASCL), Prince Sultan University, 11586, Riyadh, Saudi Arabia","Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Automated Systems and Computing Lab (ASCL), Prince Sultan University, 11586, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]},{"raw_affiliation_string":"Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050772292","display_name":"Ezz El\u2010Din Hemdan","orcid":"https://orcid.org/0000-0001-9910-144X"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ezz El-Din Hemdan","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108818723","display_name":"Zeinab A. Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145859","display_name":"Central Laboratory for Agricultural Climate","ror":"https://ror.org/03gtqhp76","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210145859"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Zeinab A. Ahmed","raw_affiliation_strings":["Climate Change Information Center, Renewable Energy and Expert System, Agricultural Research Center (ARC), Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Climate Change Information Center, Renewable Energy and Expert System, Agricultural Research Center (ARC), Giza, Egypt","institution_ids":["https://openalex.org/I4210145859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004251034","display_name":"El\u2010Sayed M. El\u2010Rabaie","orcid":"https://orcid.org/0000-0001-6854-5881"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"El-Sayed M. El-Rabaie","raw_affiliation_strings":["Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109171587","display_name":"Fathi E. Abd El-Samie","orcid":null},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Fathi E. Abd El-Samie","raw_affiliation_strings":["Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt","institution_ids":["https://openalex.org/I63601056"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077828723"],"corresponding_institution_ids":["https://openalex.org/I4210145859","https://openalex.org/I63601056"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.9426,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82392758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"84","issue":"42","first_page":"50967","last_page":"50996"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9545999765396118,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T10616","display_name":"Smart Agriculture and AI","score":0.9545999765396118,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T12660","display_name":"Plant Disease Management Techniques","score":0.010300000198185444,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T10111","display_name":"Remote Sensing in Agriculture","score":0.0024999999441206455,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7615000009536743},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6051999926567078},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5777000188827515},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.5472000241279602},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.48429998755455017},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.42559999227523804},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.414900004863739}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8059999942779541},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7615000009536743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7609000205993652},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6121000051498413},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6051999926567078},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5777000188827515},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.5472000241279602},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.48429998755455017},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.42559999227523804},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.414900004863739},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.3833000063896179},{"id":"https://openalex.org/C2779197568","wikidata":"https://www.wikidata.org/wiki/Q423986","display_name":"Sunflower","level":2,"score":0.37860000133514404},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3402000069618225},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.3102000057697296},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3073999881744385},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-025-21077-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-025-21077-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W2997553427","https://openalex.org/W3005353406","https://openalex.org/W3023836073","https://openalex.org/W3088685598","https://openalex.org/W3093041678","https://openalex.org/W3107573522","https://openalex.org/W3135345009","https://openalex.org/W3135415280","https://openalex.org/W3167711633","https://openalex.org/W3191622657","https://openalex.org/W4206338051","https://openalex.org/W4206569030","https://openalex.org/W4221112181","https://openalex.org/W4224053822","https://openalex.org/W4226101455","https://openalex.org/W4232021532","https://openalex.org/W4255252550","https://openalex.org/W4284963614","https://openalex.org/W4285745359","https://openalex.org/W4285803521","https://openalex.org/W4288684810","https://openalex.org/W4291753147","https://openalex.org/W4295919178","https://openalex.org/W4306969352","https://openalex.org/W4312133469","https://openalex.org/W4312954044","https://openalex.org/W4319741943","https://openalex.org/W4322742119","https://openalex.org/W4327969914","https://openalex.org/W4328115538","https://openalex.org/W4361303060","https://openalex.org/W4366606637","https://openalex.org/W4376891517","https://openalex.org/W4378176572","https://openalex.org/W4378982395","https://openalex.org/W4381569603","https://openalex.org/W4381712645","https://openalex.org/W4383747030","https://openalex.org/W4385308234","https://openalex.org/W4385349055","https://openalex.org/W4387538324","https://openalex.org/W4387706595","https://openalex.org/W4392131983","https://openalex.org/W4392404409","https://openalex.org/W4392754729","https://openalex.org/W4392909120","https://openalex.org/W4403434664"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-23T05:56:39.545243","created_date":"2025-12-15T00:00:00"}
