{"id":"https://openalex.org/W4411507047","doi":"https://doi.org/10.1007/978-3-031-95841-0_74","title":"Semi-simulated Data for Improving Fetal QRS Detection Using Deep Neural Networks","display_name":"Semi-simulated Data for Improving Fetal QRS Detection Using Deep Neural Networks","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411507047","doi":"https://doi.org/10.1007/978-3-031-95841-0_74"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-95841-0_74","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-95841-0_74","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://pure.tue.nl/ws/files/365648559/978-3-031-95841-0_74.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071765908","display_name":"Giulio Steyde","orcid":"https://orcid.org/0000-0002-2078-6173"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giulio Steyde","raw_affiliation_strings":["Politecnico di Milano, Milan, Lombardia, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2078-6173","affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milan, Lombardia, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063039608","display_name":"Alessandra Galli","orcid":"https://orcid.org/0000-0003-2416-0220"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alessandra Galli","raw_affiliation_strings":["Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-2416-0220","affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, 5612 AZ, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Andrea Cardinali","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Cardinali","raw_affiliation_strings":["Politecnico di Milano, Milan, Lombardia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milan, Lombardia, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022600700","display_name":"Edoardo Spairani","orcid":"https://orcid.org/0009-0005-1113-0075"},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Edoardo Spairani","raw_affiliation_strings":["Universit\u00e0 degli Studi di Pavia, Pavia, Italy"],"raw_orcid":"https://orcid.org/0009-0005-1113-0075","affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Pavia, Pavia, Italy","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049021803","display_name":"Giovanni Magenes","orcid":"https://orcid.org/0000-0002-7558-1490"},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Magenes","raw_affiliation_strings":["Universit\u00e0 degli Studi di Pavia, Pavia, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7558-1490","affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Pavia, Pavia, Italy","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067475539","display_name":"M.G. Signorini","orcid":"https://orcid.org/0000-0002-9391-9846"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria G. Signorini","raw_affiliation_strings":["Politecnico di Milano, Milan, Lombardia, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9391-9846","affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milan, Lombardia, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5071765908"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34085213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"401","last_page":"405"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9991000294685364,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9991000294685364,"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.8376080393791199},{"id":"https://openalex.org/keywords/qrs-complex","display_name":"QRS complex","score":0.6696150898933411},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6168903112411499},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5265110731124878},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34537604451179504},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.07734748721122742},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06547844409942627}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8376080393791199},{"id":"https://openalex.org/C111773187","wikidata":"https://www.wikidata.org/wiki/Q1969239","display_name":"QRS complex","level":2,"score":0.6696150898933411},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6168903112411499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5265110731124878},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34537604451179504},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.07734748721122742},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06547844409942627}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-95841-0_74","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-95841-0_74","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:pure.tue.nl:publications/80c6d427-95fe-4dc2-bb9b-e82b809b863f","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/80c6d427-95fe-4dc2-bb9b-e82b809b863f","pdf_url":"https://pure.tue.nl/ws/files/365648559/978-3-031-95841-0_74.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Steyde, G, Galli, A, Cardinali, A, Spairani, E, Magenes, G & Signorini, M G 2025, Semi-simulated Data for Improving Fetal QRS Detection Using Deep Neural Networks. in R Bellazzi, J M Juarez Herrero, L Sacchi & B Zupan (eds), Artificial Intelligence in Medicine - 23rd International Conference, AIME 2025, Proceedings : 23rd International Conference, AIME 2025, Pavia, Italy, June 23\u201326, 2025, Proceedings. vol. 2, Lecture Notes in Computer Science (LNCS), vol. 15735, Lecture Notes in Artificial Intelligence (LNAI), vol. 15735, Springer, pp. 401-405, 23rd International Conference on Artificial Intelligence in Medicine, AIME 2025, Pavia, Italy, 23/06/25. https://doi.org/10.1007/978-3-031-95841-0_74","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:re.public.polimi.it:11311/1310464","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1310464","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:publications/80c6d427-95fe-4dc2-bb9b-e82b809b863f","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/80c6d427-95fe-4dc2-bb9b-e82b809b863f","pdf_url":"https://pure.tue.nl/ws/files/365648559/978-3-031-95841-0_74.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Steyde, G, Galli, A, Cardinali, A, Spairani, E, Magenes, G & Signorini, M G 2025, Semi-simulated Data for Improving Fetal QRS Detection Using Deep Neural Networks. in R Bellazzi, J M Juarez Herrero, L Sacchi & B Zupan (eds), Artificial Intelligence in Medicine - 23rd International Conference, AIME 2025, Proceedings : 23rd International Conference, AIME 2025, Pavia, Italy, June 23\u201326, 2025, Proceedings. vol. 2, Lecture Notes in Computer Science (LNCS), vol. 15735, Lecture Notes in Artificial Intelligence (LNAI), vol. 15735, Springer, pp. 401-405, 23rd International Conference on Artificial Intelligence in Medicine, AIME 2025, Pavia, Italy, 23/06/25. https://doi.org/10.1007/978-3-031-95841-0_74","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411507047.pdf","grobid_xml":"https://content.openalex.org/works/W4411507047.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1997948379","https://openalex.org/W2009520139","https://openalex.org/W2061185532","https://openalex.org/W2162800060","https://openalex.org/W2808553959","https://openalex.org/W2905338897","https://openalex.org/W2971311819","https://openalex.org/W3200597478","https://openalex.org/W4366669163","https://openalex.org/W4401073534","https://openalex.org/W7024145401"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}