{"id":"https://openalex.org/W1983147519","doi":"https://doi.org/10.1109/tbme.2012.2227477","title":"Noninvasive Intracranial Hypertension Detection Utilizing Semisupervised Learning","display_name":"Noninvasive Intracranial Hypertension Detection Utilizing Semisupervised Learning","publication_year":2012,"publication_date":"2012-11-21","ids":{"openalex":"https://openalex.org/W1983147519","doi":"https://doi.org/10.1109/tbme.2012.2227477","mag":"1983147519","pmid":"https://pubmed.ncbi.nlm.nih.gov/23193303"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2012.2227477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2012.2227477","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3609870","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073783812","display_name":"Sunghan Kim","orcid":"https://orcid.org/0000-0002-8914-5905"},"institutions":[{"id":"https://openalex.org/I186335123","display_name":"East Carolina University","ror":"https://ror.org/01vx35703","country_code":"US","type":"education","lineage":["https://openalex.org/I186335123"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sunghan Kim","raw_affiliation_strings":["Department of Engineering, College of Technology and Computer Science, East Carolina University, Greenville, NC 27858, USA. kims@ecu.edu","Department of Engineering, East Carolina University, Greenville, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, College of Technology and Computer Science, East Carolina University, Greenville, NC 27858, USA. kims@ecu.edu","institution_ids":["https://openalex.org/I186335123"]},{"raw_affiliation_string":"Department of Engineering, East Carolina University, Greenville, NC, USA","institution_ids":["https://openalex.org/I186335123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004533048","display_name":"Robert Hamilton","orcid":"https://orcid.org/0000-0003-3372-5561"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Hamilton","raw_affiliation_strings":["Neural Systems and Dynamics Laboratory, Department of Neurosurgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA","Dept. of Neurosurg., Univ. of California, Los Angeles, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Neural Systems and Dynamics Laboratory, Department of Neurosurgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Dept. of Neurosurg., Univ. of California, Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052262739","display_name":"Stacy L. Pineles","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I4210095445","display_name":"Doheny Eye Institute","ror":"https://ror.org/00qvx5329","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210095445"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Pineles","raw_affiliation_strings":["Jules Stein Eye Institute andDepartment of Ophthalmology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA","Jules Stein Eye Institute and Department of Ophthalmology, University of California Los Angeles, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Jules Stein Eye Institute andDepartment of Ophthalmology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I4210095445","https://openalex.org/I161318765"]},{"raw_affiliation_string":"Jules Stein Eye Institute and Department of Ophthalmology, University of California Los Angeles, Los Angeles, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109878675","display_name":"Marvin Bergsneider","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Bergsneider","raw_affiliation_strings":["UCLA Adult Hydrocephalus Center, Department of Neurosurgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA","Dept. of Neurosurg., Univ. of California, Los Angeles, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"UCLA Adult Hydrocephalus Center, Department of Neurosurgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Dept. of Neurosurg., Univ. of California, Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116386878","display_name":"Xiao Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiao Hu","raw_affiliation_strings":["Systems and Dynamics Laboratory, Department of Neurosurgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA","Dept. of Neurosurg., Univ. of California, Los Angeles, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"Systems and Dynamics Laboratory, Department of Neurosurgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Dept. of Neurosurg., Univ. of California, Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5073783812"],"corresponding_institution_ids":["https://openalex.org/I186335123"],"apc_list":null,"apc_paid":null,"fwci":0.8211,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.73603125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"60","issue":"4","first_page":"1126","last_page":"1133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11929","display_name":"Cerebral Venous Sinus Thrombosis","score":1.0,"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/T11929","display_name":"Cerebral Venous Sinus Thrombosis","score":1.0,"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9954000115394592,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5754687190055847},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.5743982791900635},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5429413914680481},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.44928598403930664},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3968392312526703},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36994749307632446},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3691229820251465},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3564320206642151},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.18738389015197754}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5754687190055847},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.5743982791900635},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5429413914680481},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.44928598403930664},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3968392312526703},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36994749307632446},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3691229820251465},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3564320206642151},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.18738389015197754},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002560","descriptor_name":"Cerebrovascular Circulation","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002560","descriptor_name":"Cerebrovascular Circulation","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002560","descriptor_name":"Cerebrovascular Circulation","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017585","descriptor_name":"Ultrasonography, Doppler, Transcranial","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017585","descriptor_name":"Ultrasonography, Doppler, Transcranial","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017585","descriptor_name":"Ultrasonography, Doppler, Transcranial","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019586","descriptor_name":"Intracranial Hypertension","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D019586","descriptor_name":"Intracranial Hypertension","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D019586","descriptor_name":"Intracranial Hypertension","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D019586","descriptor_name":"Intracranial Hypertension","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D019586","descriptor_name":"Intracranial Hypertension","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D019586","descriptor_name":"Intracranial Hypertension","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tbme.2012.2227477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2012.2227477","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:23193303","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23193303","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 transactions on bio-medical engineering","raw_type":null},{"id":"pmh:oai:europepmc.org:2948404","is_oa":false,"landing_page_url":"http://europepmc.org/articles/PMC3609870","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3609870","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3609870","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Biomed Eng","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:3609870","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3609870","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Biomed Eng","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5199999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W71219923","https://openalex.org/W1479807131","https://openalex.org/W1493841038","https://openalex.org/W1579258253","https://openalex.org/W1977819294","https://openalex.org/W1989626641","https://openalex.org/W1989999566","https://openalex.org/W1990633851","https://openalex.org/W1993646466","https://openalex.org/W1995052079","https://openalex.org/W2012092196","https://openalex.org/W2013937093","https://openalex.org/W2045030989","https://openalex.org/W2059474693","https://openalex.org/W2094295468","https://openalex.org/W2136689368","https://openalex.org/W2148029428","https://openalex.org/W2156718197","https://openalex.org/W2165188751","https://openalex.org/W2166151737","https://openalex.org/W2169337741","https://openalex.org/W6682755970","https://openalex.org/W6684102537"],"related_works":["https://openalex.org/W4385649027","https://openalex.org/W2970784617","https://openalex.org/W2126639667","https://openalex.org/W2217963778","https://openalex.org/W2129882004","https://openalex.org/W4303685026","https://openalex.org/W1980276147","https://openalex.org/W4285328440","https://openalex.org/W4390062853","https://openalex.org/W4389256085"],"abstract_inverted_index":{"Intracranial":[0],"pressure":[1],"(ICP)":[2],"monitoring":[3],"is":[4,127,147,156,199],"an":[5],"established":[6],"clinical":[7,40,166],"practice":[8],"in":[9,38],"managing":[10],"patients":[11],"with":[12],"risk":[13],"of":[14,23,32,45,63,74,107,121,139,168],"acute":[15],"ICP":[16,25,33],"elevation":[17],"although":[18],"the":[19,29,60,81,87,91,100,105,108,122,136,140,153,179,194,210,216],"clinically":[20,206],"accepted":[21],"way":[22],"measuring":[24],"remains":[26],"invasive.":[27],"However,":[28],"invasive":[30],"nature":[31],"measurement":[34],"obviates":[35],"its":[36],"application":[37],"many":[39],"circumstances":[41],"such":[42],"as":[43,115,117,148,150],"diagnosis":[44],"idiopathic":[46],"intracranial":[47],"hypertension":[48],"(IH).":[49],"We":[50,69],"propose":[51],"a":[52,157],"noninvasive":[53],"diagnostic":[54],"tool":[55],"for":[56],"IH":[57,75,110,124,144,196,212,218],"based":[58,79,89],"on":[59,80,90],"morphological":[61],"analysis":[62,182,190],"cerebral":[64],"blood":[65],"flow":[66],"velocity":[67],"waveforms.":[68],"mainly":[70],"compare":[71],"two":[72],"types":[73],"detection":[76,111,125,145,197,213,219],"methods:":[77],"one":[78],"traditional":[82],"supervised":[83,123,211],"learning":[84,93],"approach":[85],"and":[86,170],"other":[88],"semisupervised":[92,109,195],"approach.":[94],"Our":[95],"simulation":[96],"results":[97,191],"demonstrate":[98],"that":[99,120,135,193],"predictive":[101,137,154],"accuracy":[102,138,155,160],"(area":[103],"under":[104],"curve)":[106],"method":[112,126,146,198,214],"can":[113],"be":[114,133],"high":[116],"92%":[118],"while":[119],"only":[128,201],"around":[129],"82%.":[130],"It":[131],"should":[132],"noted":[134],"pulsatility":[141],"index":[142],"(PI)-based":[143],"low":[149],"59%.":[151],"Although":[152],"widely":[158],"used":[159],"measurement,":[161],"it":[162],"does":[163],"not":[164,200],"consider":[165],"consequences":[167],"necessary":[169],"unnecessary":[171],"treatments.":[172],"For":[173],"this":[174,185],"reason,":[175],"we":[176],"have":[177],"adopted":[178],"decision":[180,188],"curve":[181,189],"to":[183],"address":[184],"issue.":[186],"The":[187],"show":[192],"more":[202,207],"accurate,":[203],"but":[204],"also":[205],"useful":[208],"than":[209],"or":[215],"PI-based":[217],"method.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}