{"id":"https://openalex.org/W3189485029","doi":"https://doi.org/10.1007/978-3-030-84060-0_14","title":"Deep Convolutional Neural Network (CNN) Design for Pathology Detection of COVID-19 in Chest X-Ray Images","display_name":"Deep Convolutional Neural Network (CNN) Design for Pathology Detection of COVID-19 in Chest X-Ray Images","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3189485029","doi":"https://doi.org/10.1007/978-3-030-84060-0_14","mag":"3189485029"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-84060-0_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-84060-0_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ifip.hal.science/hal-05576340","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063846597","display_name":"Narayana Darapaneni","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Narayana Darapaneni","raw_affiliation_strings":["Northwestern University/Great Learning, Evanston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University/Great Learning, Evanston, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000793253","display_name":"Anindya Sil","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anindya Sil","raw_affiliation_strings":["Great Learning, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Great Learning, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032415674","display_name":"Balaji Kagiti","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Balaji Kagiti","raw_affiliation_strings":["Great Learning, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Great Learning, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005088304","display_name":"Sumit Kumar","orcid":"https://orcid.org/0000-0001-5441-1671"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Krishna Kumar","raw_affiliation_strings":["Great Learning, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Great Learning, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053164288","display_name":"Neela Ramanathan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N. B. Ramanathan","raw_affiliation_strings":["Great Learning, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Great Learning, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041622382","display_name":"S. B. VasanthaKumara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. B. VasanthaKumara","raw_affiliation_strings":["Great Learning, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Great Learning, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037489793","display_name":"Anwesh Reddy Paduri","orcid":"https://orcid.org/0000-0001-8392-4329"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anwesh Reddy Paduri","raw_affiliation_strings":["Great Learning, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Great Learning, Bangalore, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062331969","display_name":"Abdul Manuf","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdul Manuf","raw_affiliation_strings":["Great Learning, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Great Learning, Bangalore, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5063846597"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.8026,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86972169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"211","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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":1.0,"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":0.9883999824523926,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9837999939918518,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8299655914306641},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8079659938812256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7126829028129578},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6260212659835815},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5900968313217163},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5729509592056274},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4859801232814789},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.4570787250995636},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44676482677459717},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4375014901161194},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.42832961678504944},{"id":"https://openalex.org/keywords/chest-radiograph","display_name":"Chest radiograph","score":0.4190214276313782},{"id":"https://openalex.org/keywords/radiography","display_name":"Radiography","score":0.38995370268821716},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.194290429353714},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.18475127220153809},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18209588527679443},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1805519461631775},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.09378546476364136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8299655914306641},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8079659938812256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7126829028129578},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6260212659835815},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5900968313217163},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5729509592056274},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4859801232814789},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.4570787250995636},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44676482677459717},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4375014901161194},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.42832961678504944},{"id":"https://openalex.org/C2781137159","wikidata":"https://www.wikidata.org/wiki/Q1283318","display_name":"Chest radiograph","level":3,"score":0.4190214276313782},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.38995370268821716},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.194290429353714},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.18475127220153809},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18209588527679443},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1805519461631775},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.09378546476364136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-84060-0_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-84060-0_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05576340v1","is_oa":true,"landing_page_url":"https://ifip.hal.science/hal-05576340","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"5th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2021, Virtual, Austria. pp.211-223, &#x27E8;10.1007/978-3-030-84060-0_14&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05576340v1","is_oa":true,"landing_page_url":"https://ifip.hal.science/hal-05576340","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"5th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2021, Virtual, Austria. pp.211-223, &#x27E8;10.1007/978-3-030-84060-0_14&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8500000238418579,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W2091724448","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2253429366","https://openalex.org/W2789876780","https://openalex.org/W2796347433","https://openalex.org/W2796438033","https://openalex.org/W2887196013","https://openalex.org/W2952232639","https://openalex.org/W2963163009","https://openalex.org/W3001195213","https://openalex.org/W3006082171","https://openalex.org/W3013507463","https://openalex.org/W3017744567","https://openalex.org/W3017855299","https://openalex.org/W3036790661","https://openalex.org/W3105081694","https://openalex.org/W3127349937","https://openalex.org/W3128249489","https://openalex.org/W3139487216","https://openalex.org/W3158317643","https://openalex.org/W3162351260"],"related_works":["https://openalex.org/W115686965","https://openalex.org/W2768918307","https://openalex.org/W2110031805","https://openalex.org/W2040020606","https://openalex.org/W2953302367","https://openalex.org/W2945706271","https://openalex.org/W4295705264","https://openalex.org/W4387435415","https://openalex.org/W2114169842","https://openalex.org/W2535808783"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
