{"id":"https://openalex.org/W3204328387","doi":"https://doi.org/10.1007/978-3-030-87234-2_35","title":"LuMiRa: An Integrated Lung Deformation Atlas and 3D-CNN Model of\u00a0Infiltrates for COVID-19 Prognosis","display_name":"LuMiRa: An Integrated Lung Deformation Atlas and 3D-CNN Model of\u00a0Infiltrates for COVID-19 Prognosis","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3204328387","doi":"https://doi.org/10.1007/978-3-030-87234-2_35","mag":"3204328387"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87234-2_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87234-2_35","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071590669","display_name":"Amogh Hiremath","orcid":"https://orcid.org/0000-0001-6937-9141"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amogh Hiremath","raw_affiliation_strings":["Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028081871","display_name":"Lei Yuan","orcid":"https://orcid.org/0000-0001-9069-9481"},"institutions":[{"id":"https://openalex.org/I4210140357","display_name":"Renmin Hospital of Wuhan University","ror":"https://ror.org/03ekhbz91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140357"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Yuan","raw_affiliation_strings":["Department of Information Center, Renmin Hospital of Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Center, Renmin Hospital of Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033622352","display_name":"Rakesh Shiradkar","orcid":"https://orcid.org/0000-0003-2852-3869"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rakesh Shiradkar","raw_affiliation_strings":["Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088228366","display_name":"Kaustav Bera","orcid":"https://orcid.org/0000-0001-9831-6000"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaustav Bera","raw_affiliation_strings":["Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112746060","display_name":"Vidya Sankar Viswanathan","orcid":null},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vidya Sankar Viswanathan","raw_affiliation_strings":["Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007655291","display_name":"Pranjal Vaidya","orcid":"https://orcid.org/0000-0002-7146-6049"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pranjal Vaidya","raw_affiliation_strings":["Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026613536","display_name":"Jennifer Furin","orcid":"https://orcid.org/0000-0002-0825-7199"},"institutions":[{"id":"https://openalex.org/I2799343972","display_name":"University Hospitals of Cleveland","ror":"https://ror.org/0130jk839","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799343972"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Furin","raw_affiliation_strings":["Department of Infectious Diseases, University Hospitals Cleveland Medical Center, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Infectious Diseases, University Hospitals Cleveland Medical Center, Cleveland, USA","institution_ids":["https://openalex.org/I2799343972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023628953","display_name":"Keith B. Armitage","orcid":"https://orcid.org/0000-0003-0308-218X"},"institutions":[{"id":"https://openalex.org/I2799343972","display_name":"University Hospitals of Cleveland","ror":"https://ror.org/0130jk839","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799343972"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keith Armitage","raw_affiliation_strings":["Department of Infectious Diseases, University Hospitals Cleveland Medical Center, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Infectious Diseases, University Hospitals Cleveland Medical Center, Cleveland, USA","institution_ids":["https://openalex.org/I2799343972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091618934","display_name":"Robert Gilkeson","orcid":"https://orcid.org/0000-0002-5931-8123"},"institutions":[{"id":"https://openalex.org/I2799343972","display_name":"University Hospitals of Cleveland","ror":"https://ror.org/0130jk839","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799343972"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Gilkeson","raw_affiliation_strings":["Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, USA","institution_ids":["https://openalex.org/I2799343972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024680462","display_name":"Mengyao Ji","orcid":"https://orcid.org/0000-0003-2469-0045"},"institutions":[{"id":"https://openalex.org/I4210140357","display_name":"Renmin Hospital of Wuhan University","ror":"https://ror.org/03ekhbz91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140357"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyao Ji","raw_affiliation_strings":["Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210140357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059061070","display_name":"Pingfu Fu","orcid":"https://orcid.org/0000-0002-2334-5218"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pingfu Fu","raw_affiliation_strings":["Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051186131","display_name":"Amit Gupta","orcid":"https://orcid.org/0000-0001-5345-6763"},"institutions":[{"id":"https://openalex.org/I2799343972","display_name":"University Hospitals of Cleveland","ror":"https://ror.org/0130jk839","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799343972"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit Gupta","raw_affiliation_strings":["Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, USA","institution_ids":["https://openalex.org/I2799343972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024288211","display_name":"Cheng Lu","orcid":"https://orcid.org/0000-0002-7651-3924"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng Lu","raw_affiliation_strings":["Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027642699","display_name":"Anant Madabhushi","orcid":"https://orcid.org/0000-0002-5741-0399"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]},{"id":"https://openalex.org/I4210110978","display_name":"Louis Stokes Cleveland VA Medical Center","ror":"https://ror.org/01vrybr67","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210110978","https://openalex.org/I4210127612"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anant Madabhushi","raw_affiliation_strings":["Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA","Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Case Western Reserve University, Cleveland, USA","institution_ids":["https://openalex.org/I58956616"]},{"raw_affiliation_string":"Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, USA","institution_ids":["https://openalex.org/I4210110978"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5027642699"],"corresponding_institution_ids":["https://openalex.org/I4210110978","https://openalex.org/I58956616"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.24350962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"367","last_page":"377"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998999834060669,"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":0.9998999834060669,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9943000078201294,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9574000239372253,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/lung","display_name":"Lung","score":0.7194629311561584},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6975972652435303},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6715220808982849},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.6643625497817993},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5898155570030212},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.5757315158843994},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.48870185017585754},{"id":"https://openalex.org/keywords/radiography","display_name":"Radiography","score":0.45556071400642395},{"id":"https://openalex.org/keywords/lung-disease","display_name":"Lung disease","score":0.4178754687309265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3702908158302307},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.3370797038078308},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.30295348167419434},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.28502532839775085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.21393251419067383},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.12546148896217346}],"concepts":[{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.7194629311561584},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6975972652435303},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6715220808982849},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.6643625497817993},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5898155570030212},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.5757315158843994},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.48870185017585754},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.45556071400642395},{"id":"https://openalex.org/C2983914783","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Lung disease","level":3,"score":0.4178754687309265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3702908158302307},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3370797038078308},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.30295348167419434},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.28502532839775085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21393251419067383},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.12546148896217346}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-87234-2_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87234-2_35","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W78661028","https://openalex.org/W1901129140","https://openalex.org/W2098491658","https://openalex.org/W2133287637","https://openalex.org/W2328176404","https://openalex.org/W2592341720","https://openalex.org/W2751119241","https://openalex.org/W2752782242","https://openalex.org/W2770257328","https://openalex.org/W2962858109","https://openalex.org/W3015793166","https://openalex.org/W3021214012","https://openalex.org/W3023402713","https://openalex.org/W3025948831","https://openalex.org/W3034988614","https://openalex.org/W3041041945","https://openalex.org/W3044467919","https://openalex.org/W3087434656","https://openalex.org/W3092234733","https://openalex.org/W3093272769","https://openalex.org/W3095588278","https://openalex.org/W3095989031","https://openalex.org/W3127089468","https://openalex.org/W3134529878","https://openalex.org/W3137464114","https://openalex.org/W6725168888"],"related_works":["https://openalex.org/W4385649027","https://openalex.org/W2970784617","https://openalex.org/W4293226380","https://openalex.org/W2126639667","https://openalex.org/W2217963778","https://openalex.org/W2129882004","https://openalex.org/W4303685026","https://openalex.org/W2241633148","https://openalex.org/W2435779018","https://openalex.org/W1964944695"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}