{"id":"https://openalex.org/W7143525058","doi":"https://doi.org/10.1007/s13721-026-00786-4","title":"A hybrid feature selection framework collaborating image processing, evolutionary intelligence, and machine learning for covid-19 disease classification","display_name":"A hybrid feature selection framework collaborating image processing, evolutionary intelligence, and machine learning for covid-19 disease classification","publication_year":2026,"publication_date":"2026-03-30","ids":{"openalex":"https://openalex.org/W7143525058","doi":"https://doi.org/10.1007/s13721-026-00786-4"},"language":"en","primary_location":{"id":"doi:10.1007/s13721-026-00786-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-026-00786-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","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":null,"display_name":"Law Kumar Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I129798099","display_name":"The NorthCap University","ror":"https://ror.org/0343j7r38","country_code":"IN","type":"education","lineage":["https://openalex.org/I129798099"]},{"id":"https://openalex.org/I3130021832","display_name":"Shree Guru Gobind Singh Tricentenary University","ror":"https://ror.org/04kf25f32","country_code":"IN","type":"education","lineage":["https://openalex.org/I3130021832"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Law Kumar Singh","raw_affiliation_strings":["School of Computer Science and Engineering, IILM University, Gurugram, 122003, Haryana, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, IILM University, Gurugram, 122003, Haryana, India","institution_ids":["https://openalex.org/I3130021832","https://openalex.org/I129798099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090263537","display_name":"Munish Khanna","orcid":"https://orcid.org/0000-0002-7682-1089"},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Munish Khanna","raw_affiliation_strings":["School of Computer Science and Engineering, Galgotias University, Gautam Budhh Nagar, Greater Noida, 203201, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Galgotias University, Gautam Budhh Nagar, Greater Noida, 203201, Uttar Pradesh, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103616070","display_name":"Amit Yadav","orcid":"https://orcid.org/0000-0002-4371-5992"},"institutions":[{"id":"https://openalex.org/I74885063","display_name":"Sharda University","ror":"https://ror.org/03b6ffh07","country_code":"IN","type":"education","lineage":["https://openalex.org/I74885063"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Yadav","raw_affiliation_strings":["Department of Computer Science and Engineering, Anand School of Engineering and Technology, Sharda University, Agra, 282007, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Anand School of Engineering and Technology, Sharda University, Agra, 282007, Uttar Pradesh, India","institution_ids":["https://openalex.org/I74885063"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037151075","display_name":"Rekha Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153737","display_name":"Uttar Pradesh Rajarshi Tandon Open University","ror":"https://ror.org/01ta8y947","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210153737"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rekha singh","raw_affiliation_strings":["Department of Physics, Uttar Pradesh Rajarshi Tandon Open University, Prayagraj, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Physics, Uttar Pradesh Rajarshi Tandon Open University, Prayagraj, Uttar Pradesh, India","institution_ids":["https://openalex.org/I4210153737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090263537"],"corresponding_institution_ids":["https://openalex.org/I155125381"],"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":0.64999264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.977400004863739,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.977400004863739,"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/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.003100000089034438,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.0013000000035390258,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7224000096321106},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6729000210762024},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5838000178337097},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.5206999778747559},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.503000020980835},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.47380000352859497},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.37059998512268066},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.34689998626708984}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7993999719619751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7585999965667725},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7224000096321106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7041000127792358},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6729000210762024},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5838000178337097},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.5206999778747559},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.503000020980835},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.47380000352859497},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.37059998512268066},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.34689998626708984},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3424000144004822},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.3345000147819519},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.33000001311302185},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.30140000581741333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2964000105857849},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.28220000863075256},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.25839999318122864},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13721-026-00786-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-026-00786-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8425406217575073,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W2061438946","https://openalex.org/W2738900493","https://openalex.org/W2942810189","https://openalex.org/W3001118548","https://openalex.org/W3003617865","https://openalex.org/W3004922268","https://openalex.org/W3005679569","https://openalex.org/W3007170347","https://openalex.org/W3008573283","https://openalex.org/W3008985036","https://openalex.org/W3009333463","https://openalex.org/W3011149445","https://openalex.org/W3013507463","https://openalex.org/W3016794870","https://openalex.org/W3017243633","https://openalex.org/W3017403618","https://openalex.org/W3023180050","https://openalex.org/W3027764902","https://openalex.org/W3036943613","https://openalex.org/W3038925693","https://openalex.org/W3039828206","https://openalex.org/W3040660552","https://openalex.org/W3042239862","https://openalex.org/W3045802155","https://openalex.org/W3048123412","https://openalex.org/W3049414167","https://openalex.org/W3085306326","https://openalex.org/W3087000505","https://openalex.org/W3087300877","https://openalex.org/W3092569123","https://openalex.org/W3100327638","https://openalex.org/W3108656121","https://openalex.org/W3133191822","https://openalex.org/W3134835849","https://openalex.org/W3137575189","https://openalex.org/W3142371777","https://openalex.org/W3155009271","https://openalex.org/W3155958087","https://openalex.org/W3156342878","https://openalex.org/W3164076406","https://openalex.org/W3170411765","https://openalex.org/W3191622657","https://openalex.org/W4200446208","https://openalex.org/W4205259378","https://openalex.org/W4211056171","https://openalex.org/W4214860167","https://openalex.org/W4220805210","https://openalex.org/W4225113120","https://openalex.org/W4226315139","https://openalex.org/W4232798703","https://openalex.org/W4243412309","https://openalex.org/W4281739019","https://openalex.org/W4285404792","https://openalex.org/W4303833991","https://openalex.org/W4307298424","https://openalex.org/W4318822577","https://openalex.org/W4390397628","https://openalex.org/W4399203928","https://openalex.org/W4413828866","https://openalex.org/W4414070729"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2026-03-31T00:00:00"}