{"id":"https://openalex.org/W3048459074","doi":"https://doi.org/10.1109/jbhi.2020.3015907","title":"A Data-Driven Approach to Transfer Function Analysis for Superior Discriminative Power: Optimized Assessment of Dynamic Cerebral Autoregulation","display_name":"A Data-Driven Approach to Transfer Function Analysis for Superior Discriminative Power: Optimized Assessment of Dynamic Cerebral Autoregulation","publication_year":2020,"publication_date":"2020-08-11","ids":{"openalex":"https://openalex.org/W3048459074","doi":"https://doi.org/10.1109/jbhi.2020.3015907","mag":"3048459074","pmid":"https://pubmed.ncbi.nlm.nih.gov/32780704"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2020.3015907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3015907","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100409705","display_name":"Jia Liu","orcid":"https://orcid.org/0000-0002-5357-2163"},"institutions":[{"id":"https://openalex.org/I4210102541","display_name":"Shenzhen Bay Laboratory","ror":"https://ror.org/00sdcjz77","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210102541"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jia Liu","raw_affiliation_strings":["Laboratory for Engineering and Scientific Computing, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","Shenzhen Key Laboratory for Exascale Engineering and Scientific Computing and Shenzhen Bay Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Laboratory for Engineering and Scientific Computing, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"Shenzhen Key Laboratory for Exascale Engineering and Scientific Computing and Shenzhen Bay Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210102541"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051769303","display_name":"Zhen\u2010Ni Guo","orcid":"https://orcid.org/0000-0002-8922-3862"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210125137","display_name":"First Hospital of Jilin University","ror":"https://ror.org/034haf133","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210125137"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen-Ni Guo","raw_affiliation_strings":["Department of Neurology, the First Hospital of Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, the First Hospital of Jilin University, Changchun, China","institution_ids":["https://openalex.org/I4210125137","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014686861","display_name":"David M. Simpson","orcid":"https://orcid.org/0000-0001-9072-5088"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Simpson","raw_affiliation_strings":["Institute of Sound and Vibration Research, University of Southampton, Southampton, U.K"],"affiliations":[{"raw_affiliation_string":"Institute of Sound and Vibration Research, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103172921","display_name":"Pandeng Zhang","orcid":"https://orcid.org/0000-0002-4657-6430"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pandeng Zhang","raw_affiliation_strings":["Laboratory for Engineering and Scientific Computing, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Laboratory for Engineering and Scientific Computing, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101567694","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0003-2626-6256"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Liu","raw_affiliation_strings":["Laboratory for Engineering and Scientific Computing, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Laboratory for Engineering and Scientific Computing, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086566710","display_name":"Jianing Song","orcid":"https://orcid.org/0000-0003-0623-0395"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia-Ning Song","raw_affiliation_strings":["Laboratory for Engineering and Scientific Computing, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Laboratory for Engineering and Scientific Computing, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052189680","display_name":"Xinyi Leng","orcid":"https://orcid.org/0000-0001-7300-6647"},"institutions":[{"id":"https://openalex.org/I4210114914","display_name":"Prince of Wales Hospital","ror":"https://ror.org/02827ca86","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1294586568","https://openalex.org/I4210114914"]},{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Leng","raw_affiliation_strings":["Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I4210114914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061580592","display_name":"Yi Yang","orcid":"https://orcid.org/0000-0002-9729-8522"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210125137","display_name":"First Hospital of Jilin University","ror":"https://ror.org/034haf133","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210125137"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yang","raw_affiliation_strings":["Department of Neurology, the First Hospital of Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, the First Hospital of Jilin University, Changchun, China","institution_ids":["https://openalex.org/I4210125137","https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100409705"],"corresponding_institution_ids":["https://openalex.org/I4210102541","https://openalex.org/I4210145761"],"apc_list":null,"apc_paid":null,"fwci":0.6286,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.73223063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"25","issue":"4","first_page":"909","last_page":"921"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cerebral-autoregulation","display_name":"Cerebral autoregulation","score":0.7446548938751221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6420882344245911},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.615772008895874},{"id":"https://openalex.org/keywords/autoregulation","display_name":"Autoregulation","score":0.6120128035545349},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5931559801101685},{"id":"https://openalex.org/keywords/cerebral-blood-flow","display_name":"Cerebral blood flow","score":0.5403298735618591},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5046054124832153},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.4632524251937866},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.41006284952163696},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3573485016822815},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.32916024327278137},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1907617449760437},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.1248687207698822},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11424413323402405},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07472100853919983}],"concepts":[{"id":"https://openalex.org/C84359808","wikidata":"https://www.wikidata.org/wiki/Q13365173","display_name":"Cerebral autoregulation","level":4,"score":0.7446548938751221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6420882344245911},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.615772008895874},{"id":"https://openalex.org/C111774379","wikidata":"https://www.wikidata.org/wiki/Q1364253","display_name":"Autoregulation","level":3,"score":0.6120128035545349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5931559801101685},{"id":"https://openalex.org/C157767197","wikidata":"https://www.wikidata.org/wiki/Q886843","display_name":"Cerebral blood flow","level":2,"score":0.5403298735618591},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5046054124832153},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.4632524251937866},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.41006284952163696},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3573485016822815},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.32916024327278137},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1907617449760437},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.1248687207698822},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11424413323402405},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07472100853919983},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001783","descriptor_name":"Blood Flow Velocity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001783","descriptor_name":"Blood Flow Velocity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001783","descriptor_name":"Blood Flow Velocity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002560","descriptor_name":"Cerebrovascular Circulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002560","descriptor_name":"Cerebrovascular Circulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002560","descriptor_name":"Cerebrovascular Circulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006706","descriptor_name":"Homeostasis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006706","descriptor_name":"Homeostasis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006706","descriptor_name":"Homeostasis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2020.3015907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3015907","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:32780704","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32780704","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:eprints.soton.ac.uk:452822","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/452822/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2550809049","display_name":null,"funder_award_id":"61703017","funder_id":"https://openalex.org/F4320327720","funder_display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G5228216113","display_name":null,"funder_award_id":"81661168015","funder_id":"https://openalex.org/F4320327720","funder_display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G5272281178","display_name":null,"funder_award_id":"81871447","funder_id":"https://openalex.org/F4320327720","funder_display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G5563862459","display_name":"Diversity in blood flow control to the brain: moving from individualized modelling towards personalized treatment of the injured brain","funder_award_id":"EP/K036157/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6422444559","display_name":null,"funder_award_id":"JCYJ20180507182506416","funder_id":"https://openalex.org/F4320326705","funder_display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality"},{"id":"https://openalex.org/G8163286761","display_name":null,"funder_award_id":"EP/G010420/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8806413876","display_name":null,"funder_award_id":"SZBL2019062801002","funder_id":"https://openalex.org/F4320326705","funder_display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality"},{"id":"https://openalex.org/G8867969874","display_name":null,"funder_award_id":"EP/K036157/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320326705","display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality","ror":null},{"id":"https://openalex.org/F4320327720","display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1751428553","https://openalex.org/W1833005471","https://openalex.org/W1969568722","https://openalex.org/W1985563443","https://openalex.org/W2003756933","https://openalex.org/W2010192457","https://openalex.org/W2019456192","https://openalex.org/W2022121530","https://openalex.org/W2024219796","https://openalex.org/W2024604640","https://openalex.org/W2025900359","https://openalex.org/W2034712255","https://openalex.org/W2036023034","https://openalex.org/W2041293550","https://openalex.org/W2051931471","https://openalex.org/W2056194769","https://openalex.org/W2057678493","https://openalex.org/W2100436846","https://openalex.org/W2100495367","https://openalex.org/W2101077152","https://openalex.org/W2110798204","https://openalex.org/W2111420521","https://openalex.org/W2125543647","https://openalex.org/W2142381207","https://openalex.org/W2148577539","https://openalex.org/W2153170287","https://openalex.org/W2163414043","https://openalex.org/W2163498887","https://openalex.org/W2163550275","https://openalex.org/W2165650581","https://openalex.org/W2167277498","https://openalex.org/W2270415971","https://openalex.org/W2314201917","https://openalex.org/W2317088269","https://openalex.org/W2548482862","https://openalex.org/W2604389455","https://openalex.org/W2789646963","https://openalex.org/W2884689635","https://openalex.org/W2960066791","https://openalex.org/W2964764231","https://openalex.org/W2969506396","https://openalex.org/W4241005218","https://openalex.org/W4285719527","https://openalex.org/W6637845589","https://openalex.org/W6638646117","https://openalex.org/W6676481782"],"related_works":["https://openalex.org/W2664729653","https://openalex.org/W2314201917","https://openalex.org/W2913395717","https://openalex.org/W2811446807","https://openalex.org/W2177576479","https://openalex.org/W2086441951","https://openalex.org/W3136876934","https://openalex.org/W4319825722","https://openalex.org/W2889948338","https://openalex.org/W4295924926"],"abstract_inverted_index":{"Transfer":[0],"function":[1],"analysis":[2,164],"(TFA)":[3],"is":[4,17,185],"extensively":[5],"used":[6],"to":[7,30,34,62,93,112,151,158,176,192,212],"assess":[8],"human":[9,219],"physiological":[10,220],"functions.":[11,221],"However,":[12],"extracting":[13],"parameters":[14],"from":[15,55],"TFA":[16,39,100,119,123,175,200],"not":[18],"usually":[19],"optimized":[20,122],"for":[21,82,140],"detecting":[22],"impaired":[23,66,145],"function.":[24],"In":[25],"this":[26,184],"study,":[27],"we":[28],"propose":[29],"use":[31],"data-driven":[32],"approaches":[33],"improve":[35],"the":[36,46,99,118,161,167,172,186,195],"performance":[37,153,173,190],"of":[38,59,98,117,160,174,179,217],"in":[40,45,86],"assessing":[41,213],"blood":[42,70,75],"flow":[43,76],"control":[44],"brain":[47],"(dynamic":[48],"cerebral":[49,74],"autoregulation,":[50],"dCA).":[51],"Data":[52],"were":[53,79,104],"collected":[54],"two":[56],"distinct":[57],"groups":[58],"subjects":[60,88],"deemed":[61],"have":[63],"normal":[64,143],"and":[65,73,131,144,194],"dCA.":[67,146],"Continuous":[68],"arterial":[69],"pressure":[71],"(ABP)":[72],"velocity":[77],"(CBFV)":[78],"simultaneously":[80],"recorded":[81],"approximately":[83],"10":[84],"mins":[85],"82":[87],"(including":[89],"41":[90],"healthy":[91],"controls)":[92],"give":[94],"328":[95],"labeled":[96],"samples":[97,116],"variables.":[101,120],"The":[102,147],"recordings":[103],"further":[105],"divided":[106],"into":[107,142],"4,294":[108],"short":[109],"data":[110],"segments":[111],"generate":[113],"17,176":[114],"unlabeled":[115],"We":[121],"post-processing":[124],"with":[125,154],"a":[126,132,152,214],"generic":[127,148],"semi-supervised":[128,134],"learning":[129,137,203],"strategy":[130,139,149,170],"novel":[133],"stacked":[135],"ensemble":[136],"(SSEL)":[138],"classification":[141],"led":[150],"no":[155],"significant":[156],"difference":[157],"that":[159],"conventional":[162],"dCA":[163,188],"methods,":[165],"whereas":[166],"proposed":[168],"new":[169],"boosted":[171],"an":[177],"accuracy":[178],"93.3%.":[180],"To":[181],"our":[182],"knowledge,":[183],"best":[187],"discrimination":[189],"obtained":[191],"date":[193],"first":[196],"attempt":[197],"at":[198],"optimizing":[199],"through":[201],"machine":[202],"techniques.":[204],"Equivalent":[205],"methods":[206],"can":[207],"potentially":[208],"also":[209],"be":[210],"applied":[211],"wide":[215],"spectrum":[216],"other":[218]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}