{"id":"https://openalex.org/W2135559410","doi":"https://doi.org/10.1109/ijcnn.2005.1556289","title":"An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis","display_name":"An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis","publication_year":2006,"publication_date":"2006-01-05","ids":{"openalex":"https://openalex.org/W2135559410","doi":"https://doi.org/10.1109/ijcnn.2005.1556289","mag":"2135559410"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2005.1556289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556289","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"},"type":"article","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/A5026574045","display_name":"Matthias B\u00f6hm","orcid":"https://orcid.org/0000-0002-8918-3725"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"M. Bohm","raw_affiliation_strings":["Institute of Biophysics, University of Regensburg, Regensburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Biophysics, University of Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029380425","display_name":"K. Stadlthanner","orcid":null},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"K. Stadlthanner","raw_affiliation_strings":["Institute of Biophysics, University of Regensburg, Regensburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Biophysics, University of Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075941311","display_name":"Ana Maria Tom\u00e9","orcid":"https://orcid.org/0000-0002-1210-0266"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"A.M. Tome","raw_affiliation_strings":["Department de Electr\u00f3ica e Telecomunica\u00e7\u00f5es / IEETA, Universidade de Aveiro, Aveiro, Portugal"],"affiliations":[{"raw_affiliation_string":"Department de Electr\u00f3ica e Telecomunica\u00e7\u00f5es / IEETA, Universidade de Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054414281","display_name":"Ana Rita Teixeira","orcid":"https://orcid.org/0000-0002-8120-0148"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"A.R. Teixeira","raw_affiliation_strings":["Department de Electr\u00f3ica e Telecomunica\u00e7\u00f5es / IEETA, Universidade de Aveiro, Aveiro, Portugal"],"affiliations":[{"raw_affiliation_string":"Department de Electr\u00f3ica e Telecomunica\u00e7\u00f5es / IEETA, Universidade de Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078446827","display_name":"C.G. Puntoner","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C.G. Puntoner","raw_affiliation_strings":["Department Arquitectura y T\u00e9cnologia de Computadores, Universidad de Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department Arquitectura y T\u00e9cnologia de Computadores, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007615633","display_name":"Elmar W. Lang","orcid":"https://orcid.org/0000-0001-7440-0224"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"E.W. Lang","raw_affiliation_strings":["Institute of Biophysics, University of Regensburg, Regensburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Biophysics, University of Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083128670","display_name":"Fabian J. Theis","orcid":"https://orcid.org/0000-0002-2419-1943"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"F.J. Theis","raw_affiliation_strings":["Institute of Biophysics, University of Regensburg, Regensburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Biophysics, University of Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082923331","display_name":"Peter J. Gruber","orcid":"https://orcid.org/0000-0002-7356-905X"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"P. Gruber","raw_affiliation_strings":["Institute of Biophysics, University of Regensburg, Regensburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Biophysics, University of Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5026574045"],"corresponding_institution_ids":["https://openalex.org/I60668342"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.27245053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"2463","last_page":"2468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12603","display_name":"NMR spectroscopy and applications","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7920695543289185},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.7682868242263794},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.7460634708404541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6520484089851379},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5960111618041992},{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.5027084350585938},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4717503488063812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4417318105697632},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4315009117126465},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38923996686935425},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06561940908432007}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7920695543289185},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.7682868242263794},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.7460634708404541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6520484089851379},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5960111618041992},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.5027084350585938},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4717503488063812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4417318105697632},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4315009117126465},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38923996686935425},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06561940908432007},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2005.1556289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556289","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"},{"id":"pmh:oai:epub.uni-regensburg.de:16727","is_oa":false,"landing_page_url":"https://epub.uni-regensburg.de/16727/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401229","display_name":"University of Regensburg Publication Server (University of Regensburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60668342","host_organization_name":"University of Regensburg","host_organization_lineage":["https://openalex.org/I60668342"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W167158158","https://openalex.org/W1588685507","https://openalex.org/W1598785144","https://openalex.org/W2004912077","https://openalex.org/W2024060531","https://openalex.org/W2063113052","https://openalex.org/W2087213746","https://openalex.org/W2107626242","https://openalex.org/W2157050350","https://openalex.org/W2166361350","https://openalex.org/W6635788626"],"related_works":["https://openalex.org/W2390344110","https://openalex.org/W2364896863","https://openalex.org/W2361066326","https://openalex.org/W2046761971","https://openalex.org/W2182042810","https://openalex.org/W2130656060","https://openalex.org/W2156932837","https://openalex.org/W2380698615","https://openalex.org/W374502268","https://openalex.org/W2103029460"],"abstract_inverted_index":{"In":[0],"this":[1],"work":[2],"an":[3,12],"automatic":[4],"assignment":[5],"tool":[6,19],"for":[7],"estimated":[8],"independent":[9,13],"components":[10],"within":[11],"component":[14],"analysis":[15],"is":[16,20,55,67],"presented.":[17],"The":[18,38,60],"applied":[21],"to":[22,43],"the":[23,27,45],"problem":[24],"of":[25,63],"removing":[26],"water":[28,46],"resonance":[29],"and":[30,48],"related":[31],"artifacts":[32],"from":[33],"multi-dimensional":[34],"proton":[35],"NMR":[36],"spectra.":[37],"algorithm":[39,73],"uses":[40],"local":[41],"PCA":[42],"approximate":[44],"artifact":[47],"defines":[49],"a":[50,70],"suitable":[51],"cost":[52],"function":[53],"which":[54],"optimized":[56],"using":[57],"simulated":[58],"annealing.":[59],"blind":[61],"extraction":[62],"artifact-related":[64],"source":[65],"signals":[66],"effected":[68],"by":[69],"recently":[71],"developed":[72],"called":[74],"dAMUSE.":[75]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
