{"id":"https://openalex.org/W2467103140","doi":null,"title":"Outcome prediction in adult respiratory distress syndrome using discriminant analysis of cardiorespiratory data.","display_name":"Outcome prediction in adult respiratory distress syndrome using discriminant analysis of cardiorespiratory data.","publication_year":1991,"publication_date":"1991-01-01","ids":{"openalex":"https://openalex.org/W2467103140","mag":"2467103140","pmid":"https://pubmed.ncbi.nlm.nih.gov/1813858"},"language":"en","primary_location":{"id":"pmid:1813858","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/1813858","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,"listed_in":[],"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":"Acta medica Hungarica","raw_type":"Comparative Study"},"volume":null,"type":"article","indexed_in":["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/A5068235291","display_name":"Tibor Gondos","orcid":"https://orcid.org/0000-0003-0282-0785","observed_orcids":["https://orcid.org/0000-0003-0282-0785"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T Gondos","raw_affiliation_strings":["Postgraduate Medical University, Cardiovascular Clinic, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postgraduate Medical University, Cardiovascular Clinic, Budapest, Hungary","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039975871","display_name":"Kornel Szabo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K Szab\u00f3","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065651567","display_name":"G\u00e1bor Jokkel","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G Jokkel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5070366691","display_name":"Istv\u00e1n P\u00e9nzes","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"I P\u00e9nzes","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47672688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"48","issue":"1-2","first_page":"51","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10322","display_name":"Respiratory Support and Mechanisms","score":0.9961000084877014,"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/T10322","display_name":"Respiratory Support and Mechanisms","score":0.9961000084877014,"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/T10549","display_name":"Neonatal Respiratory Health Research","score":0.0019000000320374966,"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/acute-respiratory-distress-syndrome","display_name":"acute respiratory distress syndrome","score":0.9800000190734863},{"id":"https://openalex.org/keywords/prognosis-prediction","display_name":"outcome prediction","score":0.9430000185966492},{"id":"https://openalex.org/keywords/prognostic-factors","display_name":"prognostic factors","score":0.7739999890327454},{"id":"https://openalex.org/keywords/discriminant-analysis","display_name":"discriminant analysis","score":0.796999990940094},{"id":"https://openalex.org/keywords/hemodynamic-parameters","display_name":"hemodynamic parameters","score":0.8769999742507935},{"id":"https://openalex.org/keywords/pulmonary-shunt-fraction","display_name":"pulmonary shunt fraction","score":0.6579999923706055},{"id":"https://openalex.org/keywords/oxygen-delivery","display_name":"oxygen delivery","score":0.7089999914169312},{"id":"https://openalex.org/keywords/non-invasive-monitoring","display_name":"non-invasive monitoring","score":0.8289999961853027},{"id":"https://openalex.org/keywords/survival-prediction","display_name":"survival prediction","score":0.4050000011920929}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6945521831512451},{"id":"https://openalex.org/C2780807750","wikidata":"https://www.wikidata.org/wiki/Q5477511","display_name":"Fraction of inspired oxygen","level":3,"score":0.630805253982544},{"id":"https://openalex.org/C146556889","wikidata":"https://www.wikidata.org/wiki/Q1414127","display_name":"Pulmonary wedge pressure","level":3,"score":0.5401865243911743},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.5321390628814697},{"id":"https://openalex.org/C141983124","wikidata":"https://www.wikidata.org/wiki/Q188008","display_name":"Respiratory distress","level":2,"score":0.5197827219963074},{"id":"https://openalex.org/C31861589","wikidata":"https://www.wikidata.org/wiki/Q618068","display_name":"Cardiac index","level":4,"score":0.4680939018726349},{"id":"https://openalex.org/C58245268","wikidata":"https://www.wikidata.org/wiki/Q456026","display_name":"Vascular resistance","level":3,"score":0.457952618598938},{"id":"https://openalex.org/C2776348555","wikidata":"https://www.wikidata.org/wiki/Q344873","display_name":"ARDS","level":3,"score":0.4478929936885834},{"id":"https://openalex.org/C70289976","wikidata":"https://www.wikidata.org/wiki/Q17143603","display_name":"Oxygenation","level":2,"score":0.4413278102874756},{"id":"https://openalex.org/C178853913","wikidata":"https://www.wikidata.org/wiki/Q1642137","display_name":"Hemodynamics","level":2,"score":0.4348803162574768},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.43091168999671936},{"id":"https://openalex.org/C78085059","wikidata":"https://www.wikidata.org/wiki/Q641303","display_name":"Ejection fraction","level":3,"score":0.4172564148902893},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.3997102677822113},{"id":"https://openalex.org/C139940330","wikidata":"https://www.wikidata.org/wiki/Q596579","display_name":"Cardiac output","level":3,"score":0.38142096996307373},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.28922581672668457},{"id":"https://openalex.org/C2777080012","wikidata":"https://www.wikidata.org/wiki/Q3766250","display_name":"Mechanical ventilation","level":2,"score":0.2127532660961151},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.15798333287239075}],"mesh":[{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002319","descriptor_name":"Cardiovascular System","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"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":"D010100","descriptor_name":"Oxygen","qualifier_ui":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D010313","descriptor_name":"Partial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012128","descriptor_name":"Respiratory Distress Syndrome","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012128","descriptor_name":"Respiratory Distress Syndrome","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014655","descriptor_name":"Vascular Resistance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016896","descriptor_name":"Treatment Outcome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"pmid:1813858","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/1813858","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,"listed_in":[],"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":"Acta medica Hungarica","raw_type":"Comparative Study"},{"id":"mag:2467103140","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/1813858","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,"listed_in":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":"PubMed","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9940000176429749,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2267643428","https://openalex.org/W2057998436","https://openalex.org/W1794971901","https://openalex.org/W2037229813","https://openalex.org/W112476942","https://openalex.org/W4313334604","https://openalex.org/W2347591907","https://openalex.org/W3003887048","https://openalex.org/W2622847847","https://openalex.org/W4417197872"],"abstract_inverted_index":{"In":[0,59],"order":[1],"to":[2,133,161,189],"examine":[3],"the":[4,16,69,129,148,153,159,164,191],"prognostic":[5],"value":[6],"of":[7,18,193],"different":[8],"cardiopulmonary":[9],"variables":[10,163],"in":[11,68,131,156],"adult":[12],"respiratory":[13],"distress":[14],"syndrome":[15],"data":[17],"30":[19],"patients":[20,28,62],"with":[21],"this":[22],"illness":[23],"were":[24,29,66,76,136,179],"studied":[25],"retrospectively.":[26],"The":[27],"divided":[30],"into":[31],"3":[32],"groups:":[33],"Group":[34,41,50],"A:":[35],"survivors":[36],"(9":[37],"cases,":[38,47,56],"40":[39],"examinations),":[40,49],"B:":[42],"early":[43,70],"stage":[44,53],"nonsurvivors":[45,54],"(8":[46],"37":[48],"C:":[51],"late":[52,72],"(19":[55],"89":[57],"examinations).":[58],"6":[60],"nonsurvivor":[61],"a":[63,140],"few":[64],"measurements":[65],"done":[67],"and":[71,83,104,125],"stage,":[73],"too.":[74],"There":[75],"highly":[77],"significant":[78],"differences":[79,130],"between":[80],"Groups":[81],"A":[82],"C":[84],"(mean":[85],"pulmonary":[86,89,94,105,122],"arterial":[87,90,111],"pressure,":[88,97],"diastolic":[91],"pressure":[92],"minus":[93],"capillary":[95],"wedge":[96],"left":[98],"ventricular":[99],"stroke":[100],"work":[101],"index,":[102],"systemic":[103],"vascular":[106],"resistance,":[107],"inspired":[108,115],"oxygen":[109,112,116,120,126],"fraction,":[110,117,124],"tension":[113],"per":[114],"mixed":[118],"venous":[119],"saturation,":[121],"shunt":[123],"delivery,":[127],"but":[128],"relation":[132],"other":[134],"groups":[135],"less":[137],"prominent.":[138],"Using":[139],"step-wise":[141],"discriminant":[142],"analysis,":[143],"it":[144,186],"was":[145,170],"found":[146],"that":[147,185],"oxygenation":[149],"parameters":[150,173],"alone":[151],"determined":[152],"outcome":[154,192],"correctly":[155,195],"68-75%.":[157],"Extending":[158],"analysis":[160],"haemodynamic":[162],"result":[165],"improved":[166],"(72-80%).":[167],"Similar":[168],"prediction":[169],"obtained":[171],"when":[172],"potentionally":[174],"measurable":[175],"by":[176],"noninvasive":[177],"methods":[178],"analysed":[180],"(69-80%).":[181],"These":[182],"results":[183],"suggest":[184],"is":[187],"possible":[188],"predict":[190],"ARDS":[194],"without":[196],"any":[197],"invasive":[198],"monitoring":[199],"technique.":[200]},"counts_by_year":[],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-07-22T00:00:00"}