{"id":"https://openalex.org/W4225511826","doi":"https://doi.org/10.1007/978-3-658-36932-3_39","title":"Longitudinal Analysis of Disease Progression Using Image and Laboratory Data for Covid-19 Patients","display_name":"Longitudinal Analysis of Disease Progression Using Image and Laboratory Data for Covid-19 Patients","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4225511826","doi":"https://doi.org/10.1007/978-3-658-36932-3_39"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-658-36932-3_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-36932-3_39","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","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/A5103210158","display_name":"Francesca De Benetti","orcid":"https://orcid.org/0000-0002-5255-4553"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Francesca De Benetti","raw_affiliation_strings":["Chair for Computer Aided Medical Procedures and Augmented Reality, TU Munich, M\u00fcnchen, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair for Computer Aided Medical Procedures and Augmented Reality, TU Munich, M\u00fcnchen, Deutschland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059734342","display_name":"Verena Bentele","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Verena Bentele","raw_affiliation_strings":["Chair for Computer Aided Medical Procedures and Augmented Reality, TU Munich, M\u00fcnchen, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair for Computer Aided Medical Procedures and Augmented Reality, TU Munich, M\u00fcnchen, Deutschland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022340220","display_name":"Egon Burian","orcid":"https://orcid.org/0000-0003-0428-8569"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Egon Burian","raw_affiliation_strings":["Department of Diagnostic and Interventional Neuroradiology, TU Munich, M\u00fcnchen, Deutschland","Department of Diagnostic and Interventional Radiology, TU Munich, M\u00fcnchen, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Neuroradiology, TU Munich, M\u00fcnchen, Deutschland","institution_ids":[]},{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, TU Munich, M\u00fcnchen, Deutschland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051070119","display_name":"Marcus R. Makowski","orcid":"https://orcid.org/0000-0001-8778-647X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marcus Makowski","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, TU Munich, M\u00fcnchen, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, TU Munich, M\u00fcnchen, Deutschland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046896448","display_name":"Nassir Navab","orcid":"https://orcid.org/0000-0002-6032-5611"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nassir Navab","raw_affiliation_strings":["Chair for Computer Aided Medical Procedures and Augmented Reality, TU Munich, M\u00fcnchen, Deutschland","Computer Aided Medical Procedures Lab, Laboratory for Computational Sensing+Robotics, Johns Hopkins University, Baltimore, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair for Computer Aided Medical Procedures and Augmented Reality, TU Munich, M\u00fcnchen, Deutschland","institution_ids":[]},{"raw_affiliation_string":"Computer Aided Medical Procedures Lab, Laboratory for Computational Sensing+Robotics, Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007748020","display_name":"Rickmer Braren","orcid":"https://orcid.org/0000-0001-6039-6957"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rickmer Braren","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, TU Munich, M\u00fcnchen, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, TU Munich, M\u00fcnchen, Deutschland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011729018","display_name":"Thomas Wendler","orcid":"https://orcid.org/0000-0002-0915-0510"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas Wendler","raw_affiliation_strings":["Chair for Computer Aided Medical Procedures and Augmented Reality, TU Munich, M\u00fcnchen, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair for Computer Aided Medical Procedures and Augmented Reality, TU Munich, M\u00fcnchen, Deutschland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103210158"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7479,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67066035,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"179","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9952999949455261,"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":0.9929999709129333,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7327926158905029},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.627461314201355},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.5327043533325195},{"id":"https://openalex.org/keywords/longitudinal-data","display_name":"Longitudinal data","score":0.5248018503189087},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.4884549677371979},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.487212598323822},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.45776277780532837},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.4570089280605316},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.44743743538856506},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.44470372796058655},{"id":"https://openalex.org/keywords/predictive-value","display_name":"Predictive value","score":0.4393540620803833},{"id":"https://openalex.org/keywords/lung-disease","display_name":"Lung disease","score":0.41354191303253174},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.38747644424438477},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.36228281259536743},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.3284226059913635},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.2237689197063446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1903289556503296},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1258712112903595}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7327926158905029},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.627461314201355},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.5327043533325195},{"id":"https://openalex.org/C3020672099","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Longitudinal data","level":2,"score":0.5248018503189087},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.4884549677371979},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.487212598323822},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.45776277780532837},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.4570089280605316},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.44743743538856506},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.44470372796058655},{"id":"https://openalex.org/C3019719930","wikidata":"https://www.wikidata.org/wiki/Q3910099","display_name":"Predictive value","level":2,"score":0.4393540620803833},{"id":"https://openalex.org/C2983914783","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Lung disease","level":3,"score":0.41354191303253174},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.38747644424438477},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.36228281259536743},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.3284226059913635},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.2237689197063446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1903289556503296},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1258712112903595},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-658-36932-3_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-36932-3_39","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:107205","is_oa":false,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/107205","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W429766147","https://openalex.org/W1990862674","https://openalex.org/W2128108079","https://openalex.org/W2520922721","https://openalex.org/W3034128626","https://openalex.org/W3048657539","https://openalex.org/W3098914336","https://openalex.org/W3173512372","https://openalex.org/W3203039917"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W1531601525","https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}