{"id":"https://openalex.org/W2521774019","doi":"https://doi.org/10.1007/978-3-319-45243-2_18","title":"Generic Ensemble-Based Representation of Global Cardiovascular Dynamics for Personalized Treatment Discovery and Optimization","display_name":"Generic Ensemble-Based Representation of Global Cardiovascular Dynamics for Personalized Treatment Discovery and Optimization","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2521774019","doi":"https://doi.org/10.1007/978-3-319-45243-2_18","mag":"2521774019"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-45243-2_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-45243-2_18","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/A5026178994","display_name":"Olga Senyukova","orcid":"https://orcid.org/0000-0001-5580-5234"},"institutions":[{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Olga Senyukova","raw_affiliation_strings":["Faculty CMC, Lomonosov Moscow State University, GSP-1, Leninskie Gory, Moscow, 119991, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty CMC, Lomonosov Moscow State University, GSP-1, Leninskie Gory, Moscow, 119991, Russian Federation","institution_ids":["https://openalex.org/I19880235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112076746","display_name":"Valeriy Gavrishchaka","orcid":null},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Valeriy Gavrishchaka","raw_affiliation_strings":["Department of Physics, West Virginia University, Morgantown, West Virginia, 26506, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, West Virginia University, Morgantown, West Virginia, 26506, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004859211","display_name":"\u041c. \u041b. \u0421\u0430\u0441\u043e\u043d\u043a\u043e","orcid":null},"institutions":[{"id":"https://openalex.org/I2799351582","display_name":"Russian Railways","ror":"https://ror.org/02zjtq409","country_code":"RU","type":"government","lineage":["https://openalex.org/I2799351582"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Maria Sasonko","raw_affiliation_strings":["Research Clinical Center of JSC Russian Railways, Chasovaya Str., 20, Moscow, 125315, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Clinical Center of JSC Russian Railways, Chasovaya Str., 20, Moscow, 125315, Russian Federation","institution_ids":["https://openalex.org/I2799351582"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018881061","display_name":"Yuri Gurfinkel","orcid":"https://orcid.org/0000-0001-9614-8816"},"institutions":[{"id":"https://openalex.org/I2799351582","display_name":"Russian Railways","ror":"https://ror.org/02zjtq409","country_code":"RU","type":"government","lineage":["https://openalex.org/I2799351582"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Yuri Gurfinkel","raw_affiliation_strings":["Research Clinical Center of JSC Russian Railways, Chasovaya Str., 20, Moscow, 125315, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Clinical Center of JSC Russian Railways, Chasovaya Str., 20, Moscow, 125315, Russian Federation","institution_ids":["https://openalex.org/I2799351582"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087978093","display_name":"Svetlana Gorokhova","orcid":"https://orcid.org/0000-0001-7087-8140"},"institutions":[{"id":"https://openalex.org/I2799351582","display_name":"Russian Railways","ror":"https://ror.org/02zjtq409","country_code":"RU","type":"government","lineage":["https://openalex.org/I2799351582"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Svetlana Gorokhova","raw_affiliation_strings":["Research Clinical Center of JSC Russian Railways, Chasovaya Str., 20, Moscow, 125315, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Clinical Center of JSC Russian Railways, Chasovaya Str., 20, Moscow, 125315, Russian Federation","institution_ids":["https://openalex.org/I2799351582"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021874461","display_name":"Nikolay Antsygin","orcid":"https://orcid.org/0000-0001-9206-8050"},"institutions":[{"id":"https://openalex.org/I4210102224","display_name":"City Children's Hospital No. 22","ror":"https://ror.org/021as9859","country_code":"RU","type":"healthcare","lineage":["https://openalex.org/I4210102224"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nikolay Antsygin","raw_affiliation_strings":["Children\u2019s City Hospital #1, Avangardnaya Str., 14, St. Petersburg, 198205, Russian Federation","Children's City Hospital #1, Avangardnaya Str., 14, St. Petersburg, 198205, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children\u2019s City Hospital #1, Avangardnaya Str., 14, St. Petersburg, 198205, Russian Federation","institution_ids":["https://openalex.org/I4210102224"]},{"raw_affiliation_string":"Children's City Hospital #1, Avangardnaya Str., 14, St. Petersburg, 198205, Russian Federation","institution_ids":["https://openalex.org/I4210102224"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026178994","https://openalex.org/A5112076746"],"corresponding_institution_ids":["https://openalex.org/I12097938","https://openalex.org/I19880235"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.0846,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96266291,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"197","last_page":"207"},"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":0.9991999864578247,"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":0.9991999864578247,"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/T13283","display_name":"Mental Health Research Topics","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7357193231582642},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6191629767417908},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.5680763125419617},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46755659580230713},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4578096270561218},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4547433853149414},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45245277881622314},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3750850558280945},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10539937019348145},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.0992550253868103},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08590349555015564},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07762306928634644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7357193231582642},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6191629767417908},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.5680763125419617},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46755659580230713},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4578096270561218},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4547433853149414},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45245277881622314},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3750850558280945},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10539937019348145},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.0992550253868103},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08590349555015564},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07762306928634644},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-45243-2_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-45243-2_18","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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W32745614","https://openalex.org/W100953657","https://openalex.org/W1517729176","https://openalex.org/W1680139423","https://openalex.org/W1988790447","https://openalex.org/W2059851411","https://openalex.org/W2093266575","https://openalex.org/W2116002001","https://openalex.org/W2123199877","https://openalex.org/W2178491948","https://openalex.org/W2221831393","https://openalex.org/W2285072859","https://openalex.org/W2322023312","https://openalex.org/W3121792421","https://openalex.org/W4249543038"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W1549363203","https://openalex.org/W4231274751","https://openalex.org/W2154063878","https://openalex.org/W2556012038","https://openalex.org/W1489772951","https://openalex.org/W1518215897","https://openalex.org/W3082059448","https://openalex.org/W4313640622"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}