{"id":"https://openalex.org/W2947298360","doi":"https://doi.org/10.1007/978-3-030-21949-9_30","title":"Domain Adaptation via Dimensionality Reduction for the Comparison of Cardiac Simulation Models","display_name":"Domain Adaptation via Dimensionality Reduction for the Comparison of Cardiac Simulation Models","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2947298360","doi":"https://doi.org/10.1007/978-3-030-21949-9_30","mag":"2947298360"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-21949-9_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21949-9_30","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://hal.science/hal-02154942","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064382416","display_name":"Nicol\u00e1s Duchateau","orcid":"https://orcid.org/0000-0001-8803-2004"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nicolas Duchateau","raw_affiliation_strings":["Creatis, CNRS UMR5220, INSERM U1206, Universit\u00e9 Lyon 1, INSA Lyon, Lyon, France","Modeling & analysis for medical imaging and Diagnosis","Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","Imagerie et mod\u00e9lisation Vasculaires, Thoraciques et C\u00e9r\u00e9brales"],"affiliations":[{"raw_affiliation_string":"Creatis, CNRS UMR5220, INSERM U1206, Universit\u00e9 Lyon 1, INSA Lyon, Lyon, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I154526488","https://openalex.org/I48430043","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Modeling & analysis for medical imaging and Diagnosis","institution_ids":[]},{"raw_affiliation_string":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","institution_ids":["https://openalex.org/I4210138704"]},{"raw_affiliation_string":"Imagerie et mod\u00e9lisation Vasculaires, Thoraciques et C\u00e9r\u00e9brales","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061375078","display_name":"Kenny Rumindo","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kenny Rumindo","raw_affiliation_strings":["Creatis, CNRS UMR5220, INSERM U1206, Universit\u00e9 Lyon 1, INSA Lyon, Lyon, France","Imagerie et mod\u00e9lisation Vasculaires, Thoraciques et C\u00e9r\u00e9brales","Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9"],"affiliations":[{"raw_affiliation_string":"Creatis, CNRS UMR5220, INSERM U1206, Universit\u00e9 Lyon 1, INSA Lyon, Lyon, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I154526488","https://openalex.org/I48430043","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Imagerie et mod\u00e9lisation Vasculaires, Thoraciques et C\u00e9r\u00e9brales","institution_ids":[]},{"raw_affiliation_string":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","institution_ids":["https://openalex.org/I4210138704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044763184","display_name":"Patrick Clarysse","orcid":"https://orcid.org/0000-0002-5495-7655"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Clarysse","raw_affiliation_strings":["Creatis, CNRS UMR5220, INSERM U1206, Universit\u00e9 Lyon 1, INSA Lyon, Lyon, France","Imagerie et mod\u00e9lisation Vasculaires, Thoraciques et C\u00e9r\u00e9brales","Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","Modeling & analysis for medical imaging and Diagnosis"],"affiliations":[{"raw_affiliation_string":"Creatis, CNRS UMR5220, INSERM U1206, Universit\u00e9 Lyon 1, INSA Lyon, Lyon, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I154526488","https://openalex.org/I48430043","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Imagerie et mod\u00e9lisation Vasculaires, Thoraciques et C\u00e9r\u00e9brales","institution_ids":[]},{"raw_affiliation_string":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","institution_ids":["https://openalex.org/I4210138704"]},{"raw_affiliation_string":"Modeling & analysis for medical imaging and Diagnosis","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064382416"],"corresponding_institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17636746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"284"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9922000169754028,"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9922000169754028,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9587000012397766,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7342263460159302},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.6650053262710571},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6000528335571289},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5749882459640503},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.519268274307251},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5092660188674927},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4951261579990387},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4155314862728119},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38090017437934875},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3378840386867523},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21660032868385315},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.08801329135894775}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7342263460159302},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.6650053262710571},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6000528335571289},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5749882459640503},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.519268274307251},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5092660188674927},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4951261579990387},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4155314862728119},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38090017437934875},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3378840386867523},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21660032868385315},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.08801329135894775},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-21949-9_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21949-9_30","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-02154942v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02154942","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"10th International Conference on Functional Imaging and Modeling of the Heart (FIMH 2019), 2019, Bordeaux, France. &#x27E8;10.1007/978-3-030-21949-9_30&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02154942v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02154942","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"10th International Conference on Functional Imaging and Modeling of the Heart (FIMH 2019), 2019, Bordeaux, France. &#x27E8;10.1007/978-3-030-21949-9_30&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1971553366","https://openalex.org/W2001141328","https://openalex.org/W2002639489","https://openalex.org/W2003533398","https://openalex.org/W2053934116","https://openalex.org/W2096491260","https://openalex.org/W2097819905","https://openalex.org/W2109460775","https://openalex.org/W2419187253","https://openalex.org/W2622817237","https://openalex.org/W2624972995","https://openalex.org/W2755819083","https://openalex.org/W2756202949","https://openalex.org/W2786808285","https://openalex.org/W2901567556","https://openalex.org/W3103521248","https://openalex.org/W4299531958"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241","https://openalex.org/W2354420595"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
