{"id":"https://openalex.org/W2082529766","doi":"https://doi.org/10.1109/iembs.2011.6091797","title":"Artificial neural network based intracranial pressure mean forecast algorithm for medical decision support","display_name":"Artificial neural network based intracranial pressure mean forecast algorithm for medical decision support","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2082529766","doi":"https://doi.org/10.1109/iembs.2011.6091797","mag":"2082529766","pmid":"https://pubmed.ncbi.nlm.nih.gov/22255977"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2011.6091797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6091797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-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/A5100401203","display_name":"Feng Zhang","orcid":"https://orcid.org/0000-0001-6994-629X"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Feng Zhang","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research, A*STAR, Singapore. fzhang@i2r.a-star.edu.sg","Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research, A*STAR, Singapore. fzhang@i2r.a-star.edu.sg","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022222926","display_name":"Mengling Feng","orcid":"https://orcid.org/0000-0002-5338-6248"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mengling Feng","raw_affiliation_strings":["Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082984558","display_name":"Sinno Jialin Pan","orcid":"https://orcid.org/0000-0001-6565-3836"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"S. J. Pan","raw_affiliation_strings":["Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103459667","display_name":"Liang Yu Loy","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Liang Yu Loy","raw_affiliation_strings":["Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100874970","display_name":"Wenyuan Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wenyuan Guo","raw_affiliation_strings":["Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040980735","display_name":"Zhuo Zhang","orcid":"https://orcid.org/0000-0001-7286-4535"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhuo Zhang","raw_affiliation_strings":["Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066980451","display_name":"Pei Loon Chin","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Pei Loon Chin","raw_affiliation_strings":["Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031778999","display_name":"Cuntai Guan","orcid":"https://orcid.org/0000-0002-0872-3276"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Cuntai Guan","raw_affiliation_strings":["Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Agency for Science, Technology & Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080281123","display_name":"Nicolas Kon Kam King","orcid":"https://orcid.org/0000-0002-6009-4411"},"institutions":[{"id":"https://openalex.org/I4210131313","display_name":"National Neuroscience Institute","ror":"https://ror.org/03d58dr58","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210131313"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"N. K. K. King","raw_affiliation_strings":["National Neuroscience, Institute (NNI), Singapore","National Neuroscience Institute (NNI), Singapore"],"affiliations":[{"raw_affiliation_string":"National Neuroscience, Institute (NNI), Singapore","institution_ids":["https://openalex.org/I4210131313"]},{"raw_affiliation_string":"National Neuroscience Institute (NNI), Singapore","institution_ids":["https://openalex.org/I4210131313"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004706760","display_name":"Beng Ti Ang","orcid":"https://orcid.org/0000-0001-7252-5146"},"institutions":[{"id":"https://openalex.org/I4210131313","display_name":"National Neuroscience Institute","ror":"https://ror.org/03d58dr58","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210131313"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Beng Ti Ang","raw_affiliation_strings":["Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","National Neuroscience Institute (NNI), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute fo Infocomm Research (I2R), Agency for Science, Technology and Research, ASTAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"National Neuroscience Institute (NNI), Singapore","institution_ids":["https://openalex.org/I4210131313"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5100401203"],"corresponding_institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"],"apc_list":null,"apc_paid":null,"fwci":0.55293948,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.71359155,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2011","issue":null,"first_page":"7111","last_page":"7114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/nonlinear-autoregressive-exogenous-model","display_name":"Nonlinear autoregressive exogenous model","score":0.7168713808059692},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6946219801902771},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.6276775598526001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5592644214630127},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5261352062225342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5224624872207642},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4356154501438141},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3477640151977539},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2111344039440155},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12795549631118774}],"concepts":[{"id":"https://openalex.org/C42536954","wikidata":"https://www.wikidata.org/wiki/Q7049462","display_name":"Nonlinear autoregressive exogenous model","level":3,"score":0.7168713808059692},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6946219801902771},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6276775598526001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5592644214630127},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5261352062225342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5224624872207642},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4356154501438141},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3477640151977539},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2111344039440155},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12795549631118774}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005336","descriptor_name":"Fiber Optic Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","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":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019586","descriptor_name":"Intracranial Hypertension","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009462","descriptor_name":"Neurology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005336","descriptor_name":"Fiber Optic Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","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":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019586","descriptor_name":"Intracranial Hypertension","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009462","descriptor_name":"Neurology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005336","descriptor_name":"Fiber Optic Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","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":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019586","descriptor_name":"Intracranial Hypertension","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009462","descriptor_name":"Neurology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","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":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/iembs.2011.6091797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6091797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:22255977","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22255977","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1491555408","https://openalex.org/W1969072408","https://openalex.org/W1991426267","https://openalex.org/W2034907932","https://openalex.org/W2043721638","https://openalex.org/W2095623296","https://openalex.org/W2116626641","https://openalex.org/W2138804790","https://openalex.org/W2171800554","https://openalex.org/W6629427049","https://openalex.org/W6674241895"],"related_works":["https://openalex.org/W2606910468","https://openalex.org/W3116827148","https://openalex.org/W3120843198","https://openalex.org/W2799656149","https://openalex.org/W2154965898","https://openalex.org/W2036704594","https://openalex.org/W4226315710","https://openalex.org/W3083782034","https://openalex.org/W4287185323","https://openalex.org/W2117809914"],"abstract_inverted_index":{"Although":[0],"the":[1,19,23,53,57,111,119,123,139],"future":[2,24,58,135],"mean":[3,26,47,55],"of":[4,9,12,21,56,114,121,141],"intracranial":[5],"pressure":[6],"(ICP)":[7],"is":[8],"critical":[10],"concern":[11],"many":[13],"clinicians":[14],"for":[15],"timely":[16],"medical":[17,144],"treatment,":[18],"problem":[20],"forecasting":[22],"ICP":[25,54,115,142,153],"has":[27],"not":[28],"been":[29],"addressed":[30],"yet.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35],"present":[36],"a":[37],"nonlinear":[38,75],"autoregressive":[39,76],"with":[40,74],"exogenous":[41],"input":[42],"artificial":[43,77],"neural":[44,78],"network":[45,79],"based":[46,60],"forecast":[48,140],"algorithm":[49,80,93,96],"(ANN(NARX)-MFA)":[50],"to":[51,109,128,151,157],"predict":[52],"windows":[59,66],"on":[61,134,138],"features":[62,83,102,130],"extracted":[63,84,103],"from":[64,85,104],"past":[65],"and":[67,160],"segmented":[68,106],"sub-windows.":[69],"We":[70],"compare":[71],"its":[72],"performance":[73],"(ANN(NAR))":[81],"without":[82],"window":[86,125],"segmentation.":[87],"Experimental":[88],"results":[89],"showed":[90],"that,":[91],"ANN(NARX)-MFA":[92],"outperforms":[94],"ANN(NAR)":[95],"in":[97,131,149,155],"prediction":[98],"accuracy,":[99],"because":[100],"additional":[101],"finer":[105],"sub-windows":[107,127],"help":[108],"catch":[110],"subtle":[112],"changes":[113],"trends.":[116],"This":[117],"verifies":[118],"effectiveness":[120],"decomposing":[122],"whole":[124],"into":[126],"obtain":[129],"making":[132],"predictions":[133],"windows.":[136],"Based":[137],"mean,":[143],"treatments":[145],"can":[146],"be":[147],"planned":[148],"advance":[150],"control":[152],"elevation,":[154],"order":[156],"maximize":[158],"recovery":[159],"optimize":[161],"outcome.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}