{"id":"https://openalex.org/W3136149417","doi":"https://doi.org/10.1145/3448748.3448818","title":"Comparison of Picard Versions for Analyzing functional Magnetic Resonance Imaging Data","display_name":"Comparison of Picard Versions for Analyzing functional Magnetic Resonance Imaging Data","publication_year":2021,"publication_date":"2021-01-22","ids":{"openalex":"https://openalex.org/W3136149417","doi":"https://doi.org/10.1145/3448748.3448818","mag":"3136149417"},"language":"en","primary_location":{"id":"doi:10.1145/3448748.3448818","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448748.3448818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing","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/A5000673995","display_name":"Yulong Xiong","orcid":"https://orcid.org/0000-0001-5476-6405"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yulong Xiong","raw_affiliation_strings":["Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029806909","display_name":"Qin Yu","orcid":"https://orcid.org/0000-0001-6379-9444"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qin Yu","raw_affiliation_strings":["Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014513695","display_name":"Shuang He","orcid":null},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang He","raw_affiliation_strings":["Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China and School of Marine Technology and Geomatics, Jiangsu Ocean University, Lianyungang, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China and School of Marine Technology and Geomatics, Jiangsu Ocean University, Lianyungang, Jiangsu, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112748970","display_name":"Haitong Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haitong Tang","raw_affiliation_strings":["Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China and School of Marine Technology and Geomatics, Jiangsu Ocean University, Lianyungang, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China and School of Marine Technology and Geomatics, Jiangsu Ocean University, Lianyungang, Jiangsu, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102922730","display_name":"Kaiyue Liu","orcid":"https://orcid.org/0000-0003-4586-6628"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiyue Liu","raw_affiliation_strings":["Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China and School of Marine Technology and Geomatics, Jiangsu Ocean University, Lianyungang, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China and School of Marine Technology and Geomatics, Jiangsu Ocean University, Lianyungang, Jiangsu, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047632784","display_name":"Nizhuan Wang","orcid":"https://orcid.org/0000-0002-9701-2918"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nizhuan Wang","raw_affiliation_strings":["Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China and School of Marine Technology and Geomatics, Jiangsu Ocean University, Lianyungang, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence &amp; Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China and School of Marine Technology and Geomatics, Jiangsu Ocean University, Lianyungang, Jiangsu, China","institution_ids":["https://openalex.org/I44675526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5000673995"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02582826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":1.0,"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":1.0,"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":0.9943000078201294,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9939000010490417,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.7448827624320984},{"id":"https://openalex.org/keywords/infomax","display_name":"Infomax","score":0.6741753220558167},{"id":"https://openalex.org/keywords/fastica","display_name":"FastICA","score":0.5798934698104858},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.5337252616882324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49695876240730286},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4728016257286072},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46676820516586304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4628082811832428},{"id":"https://openalex.org/keywords/negentropy","display_name":"Negentropy","score":0.4212123453617096},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3621171712875366},{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.350089967250824}],"concepts":[{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.7448827624320984},{"id":"https://openalex.org/C153402090","wikidata":"https://www.wikidata.org/wiki/Q6030480","display_name":"Infomax","level":4,"score":0.6741753220558167},{"id":"https://openalex.org/C157709420","wikidata":"https://www.wikidata.org/wiki/Q3739974","display_name":"FastICA","level":4,"score":0.5798934698104858},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.5337252616882324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49695876240730286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4728016257286072},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46676820516586304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4628082811832428},{"id":"https://openalex.org/C118346863","wikidata":"https://www.wikidata.org/wiki/Q252552","display_name":"Negentropy","level":3,"score":0.4212123453617096},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3621171712875366},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.350089967250824},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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":1,"locations":[{"id":"doi:10.1145/3448748.3448818","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448748.3448818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W29637476","https://openalex.org/W1977067929","https://openalex.org/W1998650100","https://openalex.org/W2000359198","https://openalex.org/W2007450474","https://openalex.org/W2016444985","https://openalex.org/W2027116896","https://openalex.org/W2082207932","https://openalex.org/W2105909330","https://openalex.org/W2108384452","https://openalex.org/W2113704703","https://openalex.org/W2123604800","https://openalex.org/W2141224535","https://openalex.org/W2161219071","https://openalex.org/W2752611890","https://openalex.org/W2762297287","https://openalex.org/W2883568091","https://openalex.org/W4213135654","https://openalex.org/W6746874416"],"related_works":["https://openalex.org/W2159887805","https://openalex.org/W915513920","https://openalex.org/W2187251704","https://openalex.org/W2181972346","https://openalex.org/W1897700296","https://openalex.org/W2044700865","https://openalex.org/W2004562687","https://openalex.org/W1971274817","https://openalex.org/W1997760629","https://openalex.org/W2416784502"],"abstract_inverted_index":{"Independent":[0],"Component":[1],"Analysis":[2],"(ICA)":[3],"is":[4,56],"a":[5,70],"popular":[6],"method":[7],"that":[8,90,138],"uses":[9],"statistical":[10],"principles":[11],"to":[12,86,127,131],"separate":[13,132],"the":[14,47,59,88,121,129,157],"mixture":[15],"into":[16],"statistically":[17],"independent":[18,45,133],"non-Gaussian":[19],"sources.":[20,134],"It":[21],"has":[22],"been":[23],"well":[24],"used":[25],"in":[26,162],"functional":[27],"Magnetic":[28],"Resonance":[29],"Imaging":[30],"(fMRI)":[31],"data.":[32],"However,":[33],"real":[34,65],"fMRI":[35,112,125,153,163],"data":[36,66,113,164],"can":[37,92],"rarely":[38],"be":[39,52],"accurately":[40],"modeled":[41],"as":[42,97],"mixtures":[43,126],"of":[44,49,61,159],"components,":[46],"convergence":[48],"ICA":[50,63,94],"may":[51],"impaired.":[53],"This":[54],"paper":[55],"based":[57,74],"on":[58,75,120,147],"idea":[60,89],"preconditioned":[62],"for":[64,111],"(Picard),":[67],"which":[68,155],"involves":[69],"preprocessing":[71],"L-BFGS":[72],"strategy":[73],"orthogonal":[76],"matrix":[77],"sets.":[78],"In":[79],"this":[80],"study,":[81],"we":[82],"designed":[83],"an":[84],"experiment":[85],"validate":[87],"Picard":[91,104,106,109,116,139,142,145,160],"improve":[93],"algorithms":[95],"such":[96],"Infomax,":[98],"Extended-Infomax,":[99],"and":[100,108,123,144,150],"FastICA,":[101],"respectively":[102],"named":[103],"1,":[105],"2,":[107],"3,":[110],"analysis.":[114,165],"Three":[115],"versions":[117],"were":[118],"performed":[119],"simulated":[122,152],"noisy":[124,151],"verify":[128],"ability":[130],"Experimental":[135],"results":[136],"showed":[137],"3":[140,161],"outperformed":[141],"1":[143],"2":[146],"both":[148],"noiseless":[149],"data,":[154],"implied":[156],"priority":[158]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
