{"id":"https://openalex.org/W2899462759","doi":"https://doi.org/10.1109/embc.2018.8512213","title":"Nonlinear Interaction Analysis of Cardiovascular-Respiratory Data by Means of Convergent Cross Mapping","display_name":"Nonlinear Interaction Analysis of Cardiovascular-Respiratory Data by Means of Convergent Cross Mapping","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2899462759","doi":"https://doi.org/10.1109/embc.2018.8512213","mag":"2899462759","pmid":"https://pubmed.ncbi.nlm.nih.gov/30440389"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8512213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5009154122","display_name":"Karin Schiecke","orcid":"https://orcid.org/0000-0001-9143-4864"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Karin Schiecke","raw_affiliation_strings":["Friedrich-Schiller-Universitat Jena, Jena, Th\u00fcringen, DE"],"affiliations":[{"raw_affiliation_string":"Friedrich-Schiller-Universitat Jena, Jena, Th\u00fcringen, DE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049109719","display_name":"Britta Pester","orcid":"https://orcid.org/0000-0001-8264-2071"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Britta Pester","raw_affiliation_strings":["Friedrich-Schiller-Universitat Jena, Jena, Th\u00fcringen, DE"],"affiliations":[{"raw_affiliation_string":"Friedrich-Schiller-Universitat Jena, Jena, Th\u00fcringen, DE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040394601","display_name":"Andy Schumann","orcid":"https://orcid.org/0000-0002-5691-4325"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andy Schumann","raw_affiliation_strings":["Friedrich-Schiller-Universitat Jena, Jena, Th\u00fcringen, DE"],"affiliations":[{"raw_affiliation_string":"Friedrich-Schiller-Universitat Jena, Jena, Th\u00fcringen, DE","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089338576","display_name":"Karl-J. Baer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karl-J. Baer","raw_affiliation_strings":["Friedrich-Schiller-Universitat Jena, Jena, Th\u00fcringen, DE"],"affiliations":[{"raw_affiliation_string":"Friedrich-Schiller-Universitat Jena, Jena, Th\u00fcringen, DE","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009154122"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1695,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.582571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"338","issue":null,"first_page":"267","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9606000185012817,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6026614308357239},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5168079137802124},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.48564302921295166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4437884986400604},{"id":"https://openalex.org/keywords/respiratory-system","display_name":"Respiratory system","score":0.4305901527404785},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41145262122154236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3584859371185303},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3012157082557678},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25228404998779297},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1645565927028656}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6026614308357239},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5168079137802124},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.48564302921295166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4437884986400604},{"id":"https://openalex.org/C534529494","wikidata":"https://www.wikidata.org/wiki/Q7891","display_name":"Respiratory system","level":2,"score":0.4305901527404785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41145262122154236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3584859371185303},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3012157082557678},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25228404998779297},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1645565927028656},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D002319","descriptor_name":"Cardiovascular System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002319","descriptor_name":"Cardiovascular System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002319","descriptor_name":"Cardiovascular System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064368","descriptor_name":"Healthy Volunteers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064368","descriptor_name":"Healthy Volunteers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064368","descriptor_name":"Healthy Volunteers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2018.8512213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30440389","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30440389","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1997976387","https://openalex.org/W2016731330","https://openalex.org/W2019935623","https://openalex.org/W2025366179","https://openalex.org/W2032257103","https://openalex.org/W2035001884","https://openalex.org/W2041513336","https://openalex.org/W2041782669","https://openalex.org/W2043729845","https://openalex.org/W2049407693","https://openalex.org/W2053756828","https://openalex.org/W2061243571","https://openalex.org/W2061768649","https://openalex.org/W2083278075","https://openalex.org/W2090764388","https://openalex.org/W2098746383","https://openalex.org/W2134475773","https://openalex.org/W2169449870","https://openalex.org/W2411514576","https://openalex.org/W2752575596"],"related_works":["https://openalex.org/W2154204858","https://openalex.org/W3209622820","https://openalex.org/W2382250648","https://openalex.org/W2367363545","https://openalex.org/W2586383879","https://openalex.org/W2067895158","https://openalex.org/W4379507409","https://openalex.org/W3188962172","https://openalex.org/W2066331732","https://openalex.org/W2561874146"],"abstract_inverted_index":{"Appropriate":[0],"analyses":[1],"of":[2,11,18,49,63,73,81,95],"directed":[3,45],"complex":[4],"interactions":[5,46,96],"within":[6,97],"the":[7,41,84,98],"cardiovascular-respiratory":[8,61,99],"system":[9,100],"are":[10,29],"growing":[12],"interest":[13],"for":[14,106],"a":[15,114],"better":[16],"understanding":[17],"physiological":[19],"regulatory":[20],"mechanisms":[21],"in":[22,47],"healthy":[23,64,119],"subjects":[24,65,120],"and":[25,93,101,121],"diseased":[26,122],"persons.":[27,123],"There":[28],"various":[30],"concepts":[31],"to":[32,43,57,60,89,102,117],"analyze":[33],"such":[34],"interactions.":[35,108],"Convergent":[36],"Cross":[37],"Mapping":[38],"(CCM)":[39],"provides":[40],"possibility":[42],"define":[44],"terms":[48],"nonlinear":[50],"stability.":[51],"A":[52],"proof-of-principle":[53],"approach":[54,86],"is":[55],"introduced":[56,85],"apply":[58],"CCM":[59],"data":[62],"during":[66],"resting":[67],"state":[68],"period.":[69],"Showing":[70],"group":[71],"results":[72,80,110],"time-invariant":[74],"as":[75,77,113],"well":[76],"single":[78],"subject":[79],"interval-based":[82],"CCM,":[83],"was":[87],"able":[88],"quantify":[90],"correct":[91],"directionality":[92],"strength":[94],"provide":[103],"statistical":[104],"thresholds":[105],"significant":[107],"These":[109],"may":[111],"serve":[112],"methodological":[115],"base":[116],"compare":[118]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}