{"id":"https://openalex.org/W4417267841","doi":"https://doi.org/10.1007/s00500-025-10936-x","title":"Detection of COVID-19 using genomic image processing techniques with end-to-end structure deep learning models","display_name":"Detection of COVID-19 using genomic image processing techniques with end-to-end structure deep learning models","publication_year":2025,"publication_date":"2025-12-12","ids":{"openalex":"https://openalex.org/W4417267841","doi":"https://doi.org/10.1007/s00500-025-10936-x"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-025-10936-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10936-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5026740478","display_name":"Muhammed S. Hammad","orcid":"https://orcid.org/0000-0002-8322-6122"},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Muhammed S. Hammad","raw_affiliation_strings":["Biomedical Engineering Department, Faculty of Engineering, Helwan University, Cairo, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-8322-6122","affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Faculty of Engineering, Helwan University, Cairo, Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071548477","display_name":"Vidan F. Ghoneim","orcid":"https://orcid.org/0000-0001-9334-0925"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Vidan F. Ghoneim","raw_affiliation_strings":["Department of Biomedical Engineering, College of Engineering, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, College of Engineering, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047871182","display_name":"Walid Al\u2010Atabany","orcid":"https://orcid.org/0000-0002-8141-2511"},"institutions":[{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Walid I. Al-atabany","raw_affiliation_strings":["Center for Informatics Science (CIS), School of Information Technology and Computer Science, 26th of July Corridor, Nile University, Sheikh Zayed City, Giza, 12588, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Informatics Science (CIS), School of Information Technology and Computer Science, 26th of July Corridor, Nile University, Sheikh Zayed City, Giza, 12588, Egypt","institution_ids":["https://openalex.org/I57629906"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022996923","display_name":"Mai S. Mabrouk","orcid":"https://orcid.org/0000-0002-0078-1770"},"institutions":[{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mai S. Mabrouk","raw_affiliation_strings":["Center for Informatics Science (CIS), School of Information Technology and Computer Science, 26th of July Corridor, Nile University, Sheikh Zayed City, Giza, 12588, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Informatics Science (CIS), School of Information Technology and Computer Science, 26th of July Corridor, Nile University, Sheikh Zayed City, Giza, 12588, Egypt","institution_ids":["https://openalex.org/I57629906"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026740478"],"corresponding_institution_ids":["https://openalex.org/I84058292"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34200694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"1","first_page":"675","last_page":"690"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.35679998993873596,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.35679998993873596,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.2305999994277954,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.13040000200271606,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7681999802589417},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.532800018787384},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5264999866485596},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.44909998774528503},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4417000114917755},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4246000051498413},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.399399995803833},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.396699994802475}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8077999949455261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7856000065803528},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7681999802589417},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.532800018787384},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5264999866485596},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.44909998774528503},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4417000114917755},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4246000051498413},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.399399995803833},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.396699994802475},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.36970001459121704},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.31139999628067017},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31060001254081726},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.30090001225471497},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.2732999920845032},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.27140000462532043},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.26420000195503235},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2621000111103058},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-025-10936-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10936-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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":39,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W150042935","https://openalex.org/W1523493493","https://openalex.org/W1663973292","https://openalex.org/W2073403831","https://openalex.org/W2074772891","https://openalex.org/W2098475202","https://openalex.org/W2112796928","https://openalex.org/W2152208870","https://openalex.org/W2170505850","https://openalex.org/W2324084857","https://openalex.org/W2618530766","https://openalex.org/W2794420437","https://openalex.org/W2890388074","https://openalex.org/W3003217347","https://openalex.org/W3004318991","https://openalex.org/W3007497549","https://openalex.org/W3009446530","https://openalex.org/W3011127849","https://openalex.org/W3012991084","https://openalex.org/W3013601031","https://openalex.org/W3013843415","https://openalex.org/W3016131164","https://openalex.org/W3016610966","https://openalex.org/W3019119825","https://openalex.org/W3021622280","https://openalex.org/W3021969064","https://openalex.org/W3045239073","https://openalex.org/W3048678497","https://openalex.org/W3048795936","https://openalex.org/W3049505831","https://openalex.org/W3080833865","https://openalex.org/W3083972167","https://openalex.org/W3086547236","https://openalex.org/W3120505451","https://openalex.org/W3168156287","https://openalex.org/W3198013532","https://openalex.org/W3217641351","https://openalex.org/W4292553223"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-02T03:55:41.653505","created_date":"2025-12-12T00:00:00"}