Machine Learning for Predicting Intubations in Heart Failure Patients: the Challenge of the Right Approach
Saved in:
Published in | Cardiovascular drugs and therapy Vol. 38; no. 2; pp. 211 - 214 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
New York
Springer US
01.04.2024
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 0920-3206 1573-7241 1573-7241 |
DOI | 10.1007/s10557-022-07423-y |
Cover
Author | Mehta, Jawahar L. Al’Aref, Subhi J. Ghanta, Sai Nikhila Gautam, Nitesh |
---|---|
Author_xml | – sequence: 1 givenname: Sai Nikhila surname: Ghanta fullname: Ghanta, Sai Nikhila organization: Department of Internal Medicine, University of Arkansas for Medical Sciences – sequence: 2 givenname: Nitesh surname: Gautam fullname: Gautam, Nitesh organization: Department of Internal Medicine, University of Arkansas for Medical Sciences – sequence: 3 givenname: Jawahar L. surname: Mehta fullname: Mehta, Jawahar L. organization: Department of Medicine, Division of Cardiology, University of Arkansas for Medical Sciences – sequence: 4 givenname: Subhi J. orcidid: 0000-0002-2258-2035 surname: Al’Aref fullname: Al’Aref, Subhi J. email: sjalaref@uams.edu organization: Department of Medicine, Division of Cardiology, University of Arkansas for Medical Sciences |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/36593325$$D View this record in MEDLINE/PubMed |
BookMark | eNqNUU1v1DAQtVAR3W75AxyQJS5cAv6I44QDUrWitNIiKtSeLceZbLzK2sFOivbf43S3FDggTtZ43nsz894ZOnHeAUKvKHlHCZHvIyVCyIwwlhGZM57tn6EFFZJnkuX0BC1IxUjGGSlO0VmMW5JIVVW-QKe8EBXnTCzQ9os2nXWA16CDs26DWx_wTYDGmnEur9041Xq03kVsHb5KsBFfattPAfBNaoAb4wc8doBXne57cBvAvn34-GY33YgvhiH4NOUcPW91H-Hl8V2iu8tPt6urbP318_XqYp0ZLsSY5RUXvMmFaTTInNDGFAA1GNpAXua1EUIDrxnhrDAlL8qWkVpSruuylE2jOV8iftCd3KD3P9JOagh2p8NeUaJm59TBOZWcUw_OqX1ifTywhqneQWPSWUE_Mb226s-Os53a-HtVlbOESAJvjwLBf58gjmpno4G-1w78FBWTBRG5nPNZojd_Qbd-Ci6Zolgl52BKQRPq9e8b_VrlMbwEYAeACT7GAO3_3Xl0JyZwyio8zf4H6ycf2r19 |
Cites_doi | 10.21873/invivo.11330 10.1186/s40537-020-00369-8 10.1164/rccm.201602-0320OC 10.1016/j.jcrc.2018.08.023 10.7326/0003-4819-152-9-201005040-00009 10.1001/jama.1993.03510240069035 10.1038/s41598-021-02481-y 10.1097/00003246-200106000-00012 10.1001/jamainternmed.2021.2626 10.1161/CIRCRESAHA.113.300268 10.1093/eurheartj/ehp458 10.1161/CIR.0000000000000659 10.1056/NEJMra1208707 10.1136/bmjopen-2020-048008 10.1097/MCC.0000000000000836 10.1161/JAHA.119.014240 10.1016/S1078-5337(02)00027-8 10.1161/HHF.0b013e318291329a 10.1016/S2589-7500(20)30219-3 10.3390/jcdd3040033 10.1001/jama.1996.03540100046027 10.1002/ejhf.1071 10.1007/s10877-018-0219-z 10.3390/diagnostics12102463 10.1161/CIR.0000000000001052 10.1038/s41591-020-1041-y 10.1056/NEJMoa0707992 10.1161/CIR.0000000000000757 10.1186/s40560-019-0394-0 10.1007/s00134-011-2311-4 10.1038/s41591-020-1034-x 10.1038/srep28034 10.1007/s00134-015-4087-4 10.1371/journal.pdig.0000006 |
ContentType | Journal Article |
Copyright | The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023 The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023. |
Copyright_xml | – notice: The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023 – notice: The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023. |
DBID | AAYXX CITATION NPM 3V. 7X7 7XB 88E 8AO 8FD 8FI 8FJ 8FK ABUWG AFKRA BENPR CCPQU FR3 FYUFA GHDGH K9. M0S M1P M7Z P64 PHGZM PHGZT PJZUB PKEHL PPXIY PQEST PQQKQ PQUKI PRINS 7X8 5PM ADTOC UNPAY |
DOI | 10.1007/s10557-022-07423-y |
DatabaseName | CrossRef PubMed ProQuest Central (Corporate) Health & Medical Collection ProQuest Central (purchase pre-March 2016) Medical Database (Alumni Edition) ProQuest Pharma Collection Technology Research Database Hospital Premium Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Central ProQuest One Community College Engineering Research Database Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Health & Medical Complete (Alumni) ProQuest Health & Medical Collection Medical Database Biochemistry Abstracts 1 Biotechnology and BioEngineering Abstracts ProQuest Central Premium ProQuest One Academic (New) ProQuest Health & Medical Research Collection ProQuest One Academic Middle East (New) ProQuest One Health & Nursing ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China MEDLINE - Academic PubMed Central (Full Participant titles) Unpaywall for CDI: Periodical Content Unpaywall |
DatabaseTitle | CrossRef PubMed Technology Research Database ProQuest One Academic Middle East (New) ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest One Health & Nursing ProQuest Pharma Collection ProQuest Central China ProQuest Central ProQuest Health & Medical Research Collection Health Research Premium Collection Health and Medicine Complete (Alumni Edition) Health & Medical Research Collection ProQuest Central (New) ProQuest Medical Library (Alumni) ProQuest One Academic Eastern Edition ProQuest Hospital Collection Health Research Premium Collection (Alumni) ProQuest Hospital Collection (Alumni) Biotechnology and BioEngineering Abstracts ProQuest Health & Medical Complete ProQuest Medical Library ProQuest One Academic UKI Edition Biochemistry Abstracts 1 Engineering Research Database ProQuest One Academic ProQuest One Academic (New) ProQuest Central (Alumni) MEDLINE - Academic |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: BENPR name: ProQuest Central url: http://www.proquest.com/pqcentral?accountid=15518 sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Medicine Pharmacy, Therapeutics, & Pharmacology |
EISSN | 1573-7241 |
EndPage | 214 |
ExternalDocumentID | 10.1007/s10557-022-07423-y PMC9807425 36593325 10_1007_s10557_022_07423_y |
Genre | Editorial Commentary |
GroupedDBID | --- -53 -5E -5G -BR -EM -Y2 -~C .86 .GJ .VR 06C 06D 0R~ 0VY 1N0 1SB 2.D 203 28- 29B 29~ 2J2 2JN 2JY 2KG 2KM 2LR 2P1 2VQ 2~H 30V 3V. 4.4 406 408 409 40D 40E 53G 5GY 5QI 5RE 5VS 67Z 6NX 7X7 88E 8AO 8FI 8FJ 8FW 8UJ 95- 95. 95~ 96X AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AAKAS AANXM AANZL AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH ABAKF ABBBX ABBXA ABDZT ABECU ABFTV ABHLI ABHQN ABIPD ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABPLI ABQBU ABQSL ABSXP ABTEG ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACAOD ACBXY ACDTI ACGFS ACHSB ACHXU ACIWK ACKNC ACMDZ ACMLO ACOKC ACOMO ACPIV ACPRK ACUDM ACZOJ ADBBV ADHHG ADHIR ADIMF ADINQ ADKNI ADKPE ADRFC ADTPH ADURQ ADYFF ADZCM ADZKW AEBTG AEFIE AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFEXP AFKRA AFLOW AFQWF AFRAH AFWTZ AFZKB AGAYW AGDGC AGGDS AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHIZS AHKAY AHMBA AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ AKMHD ALIPV ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMXSW AMYLF AMYQR AOCGG ARMRJ ASPBG AVWKF AXYYD AZFZN B-. BA0 BBWZM BDATZ BENPR BGNMA BPHCQ BSONS BVXVI CAG CCPQU COF CS3 CSCUP DDRTE DL5 DNIVK DPUIP DU5 EBD EBLON EBS EIOEI EJD EMOBN EN4 ESBYG F5P FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRRFC FSGXE FWDCC FYUFA G-Y G-Z GGCAI GGRSB GJIRD GNWQR GQ6 GQ7 GQ8 GRRUI GXS H13 HF~ HG5 HG6 HMCUK HMJXF HQYDN HRMNR HVGLF HZ~ I09 IHE IJ- IKXTQ IMOTQ ITM IWAJR IXC IZIGR IZQ I~X I~Z J-C J0Z JBSCW JCJTX JZLTJ KDC KOV KOW KPH L7B LAK LLZTM LSO M1P M4Y MA- N2Q NB0 NDZJH NPVJJ NQJWS NU0 O9- O93 O9G O9I O9J OAM OVD P19 P2P P9S PF0 PQQKQ PROAC PSQYO PT4 PT5 Q2X QOK QOR QOS R4E R89 R9I RHV RNI ROL RPX RRX RSV RZC RZE RZK S16 S1Z S26 S27 S28 S37 S3B SAP SCLPG SDE SDH SDM SHX SISQX SJYHP SMD SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW SSXJD STPWE SV3 SZ9 SZN T13 T16 TEORI TSG TSK TSV TT1 TUC U2A U9L UG4 UKHRP UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WH7 WJK WK8 YFH YLTOR Z45 Z7U Z82 Z87 Z8O Z8V Z91 ZGI ZMTXR ZOVNA ~EX AAPKM AAYXX ABBRH ABDBE ABFSG ABRTQ ACSTC ADHKG AEZWR AFDZB AFHIU AFOHR AGQPQ AHPBZ AHWEU AIXLP ATHPR AYFIA CITATION PHGZM PHGZT PJZUB PPXIY PUEGO NPM 7XB 8FD 8FK FR3 K9. M7Z P64 PKEHL PQEST PQUKI PRINS 7X8 5PM ADTOC UNPAY |
ID | FETCH-LOGICAL-c355t-49353d45cdae7401dc6eebec1de484bc55ae3b20326c8368f20b713ab887dda33 |
IEDL.DBID | 7X7 |
ISSN | 0920-3206 1573-7241 |
IngestDate | Wed Aug 20 00:18:47 EDT 2025 Tue Sep 30 17:17:16 EDT 2025 Sat Sep 27 22:33:40 EDT 2025 Sat Aug 23 14:06:48 EDT 2025 Mon Jul 21 06:07:51 EDT 2025 Wed Oct 01 04:22:55 EDT 2025 Fri Feb 21 02:44:02 EST 2025 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 2 |
Language | English |
License | This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c355t-49353d45cdae7401dc6eebec1de484bc55ae3b20326c8368f20b713ab887dda33 |
Notes | SourceType-Scholarly Journals-1 content type line 14 ObjectType-Editorial-2 ObjectType-Commentary-1 content type line 23 |
ORCID | 0000-0002-2258-2035 |
OpenAccessLink | https://pubmed.ncbi.nlm.nih.gov/PMC9807425 |
PMID | 36593325 |
PQID | 2973325851 |
PQPubID | 36270 |
PageCount | 4 |
ParticipantIDs | unpaywall_primary_10_1007_s10557_022_07423_y pubmedcentral_primary_oai_pubmedcentral_nih_gov_9807425 proquest_miscellaneous_2760547157 proquest_journals_2973325851 pubmed_primary_36593325 crossref_primary_10_1007_s10557_022_07423_y springer_journals_10_1007_s10557_022_07423_y |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2024-04-01 |
PublicationDateYYYYMMDD | 2024-04-01 |
PublicationDate_xml | – month: 04 year: 2024 text: 2024-04-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | New York |
PublicationPlace_xml | – name: New York – name: United States – name: Dordrecht |
PublicationTitle | Cardiovascular drugs and therapy |
PublicationTitleAbbrev | Cardiovasc Drugs Ther |
PublicationTitleAlternate | Cardiovasc Drugs Ther |
PublicationYear | 2024 |
Publisher | Springer US Springer Nature B.V |
Publisher_xml | – name: Springer US – name: Springer Nature B.V |
References | Lai, Shieh, Chiang (CR18) 2016; 6 Slutsky, Ranieri (CR16) 2013; 369 Cruz Rivera, Liu, Chan (CR30) 2020; 2 Benjamin, Muntner, Alonso (CR2) 2019; 139 Caraballo, Desai, Mulder (CR24) 2019; 8 Duckworth, Chmiel, Burns (CR26) 2021; 11 Schmitt, Vieillard-Baron, Augarde, Prin, Page, Jardin (CR15) 2001; 29 Mebazaa, Pang, Tavares (CR6) 2010; 31 Chapalain, Vermeersch, Egreteau (CR20) 2019; 7 Beduneau, Pham, Schortgen (CR14) 2017; 195 CR34 Demoule, Chevret, Carlucci (CR11) 2016; 42 Kuhn, Bradley, Dempsey, Puro, Adams (CR13) 2016; 3 Heidenreich, Albert, Allen (CR4) 2013; 6 Norgeot, Quer, Beaulieu-Jones (CR32) 2020; 26 Roger (CR5) 2013; 113 Mele, Nardozza, Ferrari (CR23) 2018; 20 Chatila, Criner (CR17) 2002; 8 Baptistella, Sarmento, da Silva (CR27) 2018; 48 Liu, Cruz Rivera, Moher (CR31) 2020; 26 Collins, Dhiman, Andaur Navarro (CR33) 2021; 11 Tavazzi (CR8) 2021; 27 Le Gall, Klar, Lemeshow (CR22) 1996; 276 Ducros, Logeart, Vicaut (CR12) 2011; 37 Hancock, Khoshgoftaar (CR19) 2020; 7 Wong, Otles, Donnelly (CR28) 2021; 181 Siniorakis, Arvanitakis, Tsitsimpikou (CR7) 2018; 32 Virani, Alonso, Benjamin (CR1) 2020; 141 Sax, Sturmer, Mark, Rana, Reed (CR29) 2022; 12 Gray, Goodacre, Newby (CR9) 2008; 359 Weng, Zhao, Liu (CR10) 2010; 152 Le Gall, Lemeshow, Saulnier (CR21) 1993; 270 Tsao, Aday, Almarzooq (CR3) 2022; 145 Rush, Celi, Stone (CR25) 2019; 33 CC Lai (7423_CR18) 2016; 6 JT Hancock (7423_CR19) 2020; 7 E Siniorakis (7423_CR7) 2018; 32 GS Collins (7423_CR33) 2021; 11 L Ducros (7423_CR12) 2011; 37 C Duckworth (7423_CR26) 2021; 11 DR Sax (7423_CR29) 2022; 12 A Mebazaa (7423_CR6) 2010; 31 PA Heidenreich (7423_CR4) 2013; 6 AS Slutsky (7423_CR16) 2013; 369 AR Baptistella (7423_CR27) 2018; 48 JR Le Gall (7423_CR21) 1993; 270 WM Chatila (7423_CR17) 2002; 8 SS Virani (7423_CR1) 2020; 141 S Cruz Rivera (7423_CR30) 2020; 2 7423_CR34 X Liu (7423_CR31) 2020; 26 C Caraballo (7423_CR24) 2019; 8 X Chapalain (7423_CR20) 2019; 7 B Norgeot (7423_CR32) 2020; 26 VL Roger (7423_CR5) 2013; 113 D Mele (7423_CR23) 2018; 20 G Beduneau (7423_CR14) 2017; 195 CW Tsao (7423_CR3) 2022; 145 A Gray (7423_CR9) 2008; 359 BT Kuhn (7423_CR13) 2016; 3 JM Schmitt (7423_CR15) 2001; 29 CL Weng (7423_CR10) 2010; 152 A Demoule (7423_CR11) 2016; 42 G Tavazzi (7423_CR8) 2021; 27 EJ Benjamin (7423_CR2) 2019; 139 A Wong (7423_CR28) 2021; 181 JR Le Gall (7423_CR22) 1996; 276 B Rush (7423_CR25) 2019; 33 |
References_xml | – volume: 32 start-page: 921 year: 2018 end-page: 925 ident: CR7 article-title: Acute heart failure in the emergency department: respiratory rate as a risk predictor publication-title: In Vivo doi: 10.21873/invivo.11330 – volume: 7 start-page: 94 year: 2020 ident: CR19 article-title: CatBoost for big data: an interdisciplinary review publication-title: J Big Data doi: 10.1186/s40537-020-00369-8 – volume: 195 start-page: 772 year: 2017 end-page: 783 ident: CR14 article-title: Epidemiology of weaning outcome according to a new definition. The WIND Study publication-title: Am J Respir Crit Care Med doi: 10.1164/rccm.201602-0320OC – volume: 48 start-page: 56 year: 2018 end-page: 62 ident: CR27 article-title: Predictive factors of weaning from mechanical ventilation and extubation outcome: a systematic review publication-title: J Crit Care doi: 10.1016/j.jcrc.2018.08.023 – volume: 152 start-page: 590 year: 2010 end-page: 600 ident: CR10 article-title: Meta-analysis: noninvasive ventilation in acute cardiogenic pulmonary edema publication-title: Ann Intern Med doi: 10.7326/0003-4819-152-9-201005040-00009 – volume: 270 start-page: 2957 year: 1993 end-page: 2963 ident: CR21 article-title: A new simplified acute physiology score (SAPS II) based on a European/North American multicenter study publication-title: JAMA doi: 10.1001/jama.1993.03510240069035 – volume: 11 start-page: 23017 year: 2021 ident: CR26 article-title: Using explainable machine learning to characterise data drift and detect emergent health risks for emergency department admissions during COVID-19 publication-title: Sci Rep doi: 10.1038/s41598-021-02481-y – volume: 29 start-page: 1154 year: 2001 end-page: 1158 ident: CR15 article-title: Positive end-expiratory pressure titration in acute respiratory distress syndrome patients: impact on right ventricular outflow impedance evaluated by pulmonary artery Doppler flow velocity measurements publication-title: Crit Care Med doi: 10.1097/00003246-200106000-00012 – volume: 181 start-page: 1065 year: 2021 end-page: 1070 ident: CR28 article-title: External validation of a widely Implemented proprietary sepsis prediction model in hospitalized patients publication-title: JAMA Intern Med doi: 10.1001/jamainternmed.2021.2626 – volume: 113 start-page: 646 year: 2013 end-page: 659 ident: CR5 article-title: Epidemiology of heart failure publication-title: Circ Res doi: 10.1161/CIRCRESAHA.113.300268 – volume: 31 start-page: 832 year: 2010 end-page: 841 ident: CR6 article-title: The impact of early standard therapy on dyspnoea in patients with acute heart failure: the URGENT-dyspnoea study publication-title: Eur Heart J doi: 10.1093/eurheartj/ehp458 – volume: 139 start-page: e56 year: 2019 end-page: e528 ident: CR2 article-title: Heart disease and stroke statistics-2019 update: a report From the American Heart Association publication-title: Circulation doi: 10.1161/CIR.0000000000000659 – volume: 369 start-page: 2126 year: 2013 end-page: 2136 ident: CR16 article-title: Ventilator-induced lung injury publication-title: N Engl J Med doi: 10.1056/NEJMra1208707 – volume: 11 start-page: e048008 year: 2021 ident: CR33 article-title: Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence publication-title: BMJ Open doi: 10.1136/bmjopen-2020-048008 – volume: 27 start-page: 447 year: 2021 end-page: 453 ident: CR8 article-title: Mechanical ventilation in cardiogenic shock publication-title: Curr Opin Crit Care doi: 10.1097/MCC.0000000000000836 – volume: 8 start-page: e014240 year: 2019 ident: CR24 article-title: Clinical Implications of the New York Heart Association Classification publication-title: J Am Heart Assoc doi: 10.1161/JAHA.119.014240 – volume: 8 start-page: 631 year: 2002 end-page: 647 ident: CR17 article-title: Complications of long-term mechanical ventilation publication-title: Respir Care Clin N Am doi: 10.1016/S1078-5337(02)00027-8 – volume: 6 start-page: 606 year: 2013 end-page: 619 ident: CR4 article-title: Forecasting the impact of heart failure in the United States: a policy statement from the American Heart Association publication-title: Circ Heart Fail doi: 10.1161/HHF.0b013e318291329a – volume: 2 start-page: e549 year: 2020 end-page: e560 ident: CR30 article-title: Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension publication-title: Lancet Digit Health doi: 10.1016/S2589-7500(20)30219-3 – volume: 3 start-page: 33 issue: 4 year: 2016 ident: CR13 article-title: Management of mechanical ventilation in decompensated heart failure publication-title: J Cardiovasc Dev Dis doi: 10.3390/jcdd3040033 – volume: 276 start-page: 802 year: 1996 end-page: 10 ident: CR22 article-title: The logistic organ dysfunction system. A new way to assess organ dysfunction in the intensive care unit. ICU Scoring Group publication-title: JAMA doi: 10.1001/jama.1996.03540100046027 – volume: 20 start-page: 427 year: 2018 end-page: 430 ident: CR23 article-title: Left ventricular ejection fraction and heart failure: an indissoluble marriage? publication-title: Eur J Heart Fail doi: 10.1002/ejhf.1071 – volume: 33 start-page: 887 year: 2019 end-page: 893 ident: CR25 article-title: Applying machine learning to continuously monitored physiological data publication-title: J Clin Monit Comput doi: 10.1007/s10877-018-0219-z – volume: 12 start-page: 2463 issue: 10 year: 2022 ident: CR29 article-title: Barriers and opportunities regarding implementation of a machine learning-based acute heart failure risk stratification tool in the emergency department publication-title: Diagnostics (Basel). doi: 10.3390/diagnostics12102463 – volume: 145 start-page: e153 year: 2022 end-page: e639 ident: CR3 article-title: Heart disease and stroke statistics-2022 update: a report from the American Heart Association publication-title: Circulation doi: 10.1161/CIR.0000000000001052 – volume: 26 start-page: 1320 year: 2020 end-page: 1324 ident: CR32 article-title: Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist publication-title: Nat Med doi: 10.1038/s41591-020-1041-y – volume: 359 start-page: 142 year: 2008 end-page: 151 ident: CR9 article-title: Noninvasive ventilation in acute cardiogenic pulmonary edema publication-title: N Engl J Med doi: 10.1056/NEJMoa0707992 – ident: CR34 – volume: 141 start-page: e139 year: 2020 end-page: e596 ident: CR1 article-title: Heart disease and stroke statistics-2020 update: a report from the American Heart Association publication-title: Circulation doi: 10.1161/CIR.0000000000000757 – volume: 7 start-page: 42 year: 2019 ident: CR20 article-title: Association between fluid overload and SOFA score kinetics in septic shock patients: a retrospective multicenter study publication-title: J Intensive Care doi: 10.1186/s40560-019-0394-0 – volume: 37 start-page: 1501 year: 2011 end-page: 1509 ident: CR12 article-title: CPAP for acute cardiogenic pulmonary oedema from out-of-hospital to cardiac intensive care unit: a randomised multicentre study publication-title: Intensive Care Med doi: 10.1007/s00134-011-2311-4 – volume: 26 start-page: 1364 year: 2020 end-page: 1374 ident: CR31 article-title: Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension publication-title: Nat Med doi: 10.1038/s41591-020-1034-x – volume: 6 start-page: 28034 year: 2016 ident: CR18 article-title: The outcomes and prognostic factors of patients requiring prolonged mechanical ventilation publication-title: Sci Rep doi: 10.1038/srep28034 – volume: 42 start-page: 82 year: 2016 end-page: 92 ident: CR11 article-title: Changing use of noninvasive ventilation in critically ill patients: trends over 15 years in francophone countries publication-title: Intensive Care Med doi: 10.1007/s00134-015-4087-4 – volume: 11 start-page: e048008 year: 2021 ident: 7423_CR33 publication-title: BMJ Open doi: 10.1136/bmjopen-2020-048008 – volume: 29 start-page: 1154 year: 2001 ident: 7423_CR15 publication-title: Crit Care Med doi: 10.1097/00003246-200106000-00012 – volume: 8 start-page: 631 year: 2002 ident: 7423_CR17 publication-title: Respir Care Clin N Am doi: 10.1016/S1078-5337(02)00027-8 – volume: 7 start-page: 94 year: 2020 ident: 7423_CR19 publication-title: J Big Data doi: 10.1186/s40537-020-00369-8 – volume: 145 start-page: e153 year: 2022 ident: 7423_CR3 publication-title: Circulation doi: 10.1161/CIR.0000000000001052 – volume: 27 start-page: 447 year: 2021 ident: 7423_CR8 publication-title: Curr Opin Crit Care doi: 10.1097/MCC.0000000000000836 – volume: 11 start-page: 23017 year: 2021 ident: 7423_CR26 publication-title: Sci Rep doi: 10.1038/s41598-021-02481-y – volume: 31 start-page: 832 year: 2010 ident: 7423_CR6 publication-title: Eur Heart J doi: 10.1093/eurheartj/ehp458 – volume: 195 start-page: 772 year: 2017 ident: 7423_CR14 publication-title: Am J Respir Crit Care Med doi: 10.1164/rccm.201602-0320OC – volume: 6 start-page: 606 year: 2013 ident: 7423_CR4 publication-title: Circ Heart Fail doi: 10.1161/HHF.0b013e318291329a – volume: 8 start-page: e014240 year: 2019 ident: 7423_CR24 publication-title: J Am Heart Assoc doi: 10.1161/JAHA.119.014240 – volume: 113 start-page: 646 year: 2013 ident: 7423_CR5 publication-title: Circ Res doi: 10.1161/CIRCRESAHA.113.300268 – volume: 369 start-page: 2126 year: 2013 ident: 7423_CR16 publication-title: N Engl J Med doi: 10.1056/NEJMra1208707 – volume: 276 start-page: 802 year: 1996 ident: 7423_CR22 publication-title: JAMA doi: 10.1001/jama.1996.03540100046027 – volume: 139 start-page: e56 year: 2019 ident: 7423_CR2 publication-title: Circulation doi: 10.1161/CIR.0000000000000659 – volume: 20 start-page: 427 year: 2018 ident: 7423_CR23 publication-title: Eur J Heart Fail doi: 10.1002/ejhf.1071 – volume: 12 start-page: 2463 issue: 10 year: 2022 ident: 7423_CR29 publication-title: Diagnostics (Basel). doi: 10.3390/diagnostics12102463 – volume: 32 start-page: 921 year: 2018 ident: 7423_CR7 publication-title: In Vivo doi: 10.21873/invivo.11330 – volume: 33 start-page: 887 year: 2019 ident: 7423_CR25 publication-title: J Clin Monit Comput doi: 10.1007/s10877-018-0219-z – volume: 3 start-page: 33 issue: 4 year: 2016 ident: 7423_CR13 publication-title: J Cardiovasc Dev Dis doi: 10.3390/jcdd3040033 – volume: 26 start-page: 1320 year: 2020 ident: 7423_CR32 publication-title: Nat Med doi: 10.1038/s41591-020-1041-y – volume: 141 start-page: e139 year: 2020 ident: 7423_CR1 publication-title: Circulation doi: 10.1161/CIR.0000000000000757 – volume: 2 start-page: e549 year: 2020 ident: 7423_CR30 publication-title: Lancet Digit Health doi: 10.1016/S2589-7500(20)30219-3 – volume: 359 start-page: 142 year: 2008 ident: 7423_CR9 publication-title: N Engl J Med doi: 10.1056/NEJMoa0707992 – volume: 42 start-page: 82 year: 2016 ident: 7423_CR11 publication-title: Intensive Care Med doi: 10.1007/s00134-015-4087-4 – volume: 152 start-page: 590 year: 2010 ident: 7423_CR10 publication-title: Ann Intern Med doi: 10.7326/0003-4819-152-9-201005040-00009 – ident: 7423_CR34 doi: 10.1371/journal.pdig.0000006 – volume: 37 start-page: 1501 year: 2011 ident: 7423_CR12 publication-title: Intensive Care Med doi: 10.1007/s00134-011-2311-4 – volume: 48 start-page: 56 year: 2018 ident: 7423_CR27 publication-title: J Crit Care doi: 10.1016/j.jcrc.2018.08.023 – volume: 7 start-page: 42 year: 2019 ident: 7423_CR20 publication-title: J Intensive Care doi: 10.1186/s40560-019-0394-0 – volume: 26 start-page: 1364 year: 2020 ident: 7423_CR31 publication-title: Nat Med doi: 10.1038/s41591-020-1034-x – volume: 6 start-page: 28034 year: 2016 ident: 7423_CR18 publication-title: Sci Rep doi: 10.1038/srep28034 – volume: 181 start-page: 1065 year: 2021 ident: 7423_CR28 publication-title: JAMA Intern Med doi: 10.1001/jamainternmed.2021.2626 – volume: 270 start-page: 2957 year: 1993 ident: 7423_CR21 publication-title: JAMA doi: 10.1001/jama.1993.03510240069035 |
SSID | ssj0007998 |
Score | 2.3714025 |
SourceID | unpaywall pubmedcentral proquest pubmed crossref springer |
SourceType | Open Access Repository Aggregation Database Index Database Publisher |
StartPage | 211 |
SubjectTerms | Cardiology Congestive heart failure Invited Editorial Machine learning Medicine Medicine & Public Health |
SummonAdditionalLinks | – databaseName: SpringerLINK - Czech Republic Consortium dbid: AGYKE link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3dT9swED9tRdrHwwaMbdkYOiTEyxrUxrHT7K1ClMLUqZqoxJ4iO3GhgFJEU03hr8eXOCkFNI3XxLnknDv7znf3O4AdArXSgo3dthK-63ukcwn3XE8mosO0UEJRgfPgl-iP_ONTfmqLwmZVtnsVkixW6nvFbpwHLmWfkz_H3PwlrHByUBqw0j388_OgXoGDsOiB2wqpOthrCVss8zSV5Q3pkZX5OFmyjpi-hdfz9Frmf-XV1b1NqfceRhU7ZS7K5d48U3vx7QOkx-fyuwrvrJWK3VKs1uCFTtfh1cDG4ddhd1giXudNPFkUcM2auIvDBRZ2_gEuBkWypkaL43qGxkjG4Q1RooRrPDJ7nipPDXGSYt8My7AnJ5Qtj8MS9HX2A42ZivtV3xecjosLv-lgAbsWFX0DRr2Dk_2-a9s7uLExcjLXDxlnic_jRGrqC5jEQpNItRPtd3wVcy41U9ThXcQdJjpjr6WMSy2VWReTRDL2ERrpNNWfAeOxx6h1jfLasR8GnA53A3JlW4aMCJkD36t_HF2XKB7RAq-Z5jkyo6NinqPcgc1KDCKr0bOIenwxj4KoDmzXt40uUoBFpno6N2MC4xya3Z4HDnwqpaZ-HRM8JAIOBEvyVA8gnO_lO-nkvMD7DgmwiJ5sVoKy-Kx_cdGspfM_mP7yPOpf4Y3Ra5vDtAmN7GauvxnzLFNbVhvvAEVIMFo priority: 102 providerName: Springer Nature |
Title | Machine Learning for Predicting Intubations in Heart Failure Patients: the Challenge of the Right Approach |
URI | https://link.springer.com/article/10.1007/s10557-022-07423-y https://www.ncbi.nlm.nih.gov/pubmed/36593325 https://www.proquest.com/docview/2973325851 https://www.proquest.com/docview/2760547157 https://pubmed.ncbi.nlm.nih.gov/PMC9807425 https://link.springer.com/content/pdf/10.1007/s10557-022-07423-y.pdf |
UnpaywallVersion | publishedVersion |
Volume | 38 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
journalDatabaseRights | – providerCode: PRVLSH databaseName: SpringerLink Journals customDbUrl: mediaType: online eissn: 1573-7241 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0007998 issn: 0920-3206 databaseCode: AFBBN dateStart: 19970101 isFulltext: true providerName: Library Specific Holdings – providerCode: PRVPQU databaseName: Health & Medical Collection customDbUrl: eissn: 1573-7241 dateEnd: 20241001 omitProxy: true ssIdentifier: ssj0007998 issn: 0920-3206 databaseCode: 7X7 dateStart: 20220101 isFulltext: true titleUrlDefault: https://search.proquest.com/healthcomplete providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: http://www.proquest.com/pqcentral?accountid=15518 eissn: 1573-7241 dateEnd: 20241001 omitProxy: true ssIdentifier: ssj0007998 issn: 0920-3206 databaseCode: BENPR dateStart: 20220101 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVAVX databaseName: SpringerLINK - Czech Republic Consortium customDbUrl: eissn: 1573-7241 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0007998 issn: 0920-3206 databaseCode: AGYKE dateStart: 19970101 isFulltext: true titleUrlDefault: http://link.springer.com providerName: Springer Nature – providerCode: PRVAVX databaseName: SpringerLink Journals (ICM) customDbUrl: eissn: 1573-7241 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0007998 issn: 0920-3206 databaseCode: U2A dateStart: 19970101 isFulltext: true titleUrlDefault: http://www.springerlink.com/journals/ providerName: Springer Nature |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3da9swED-2Frb2YWzdl7uuaDD6sog6liXHexlZSZZtpJjSQPZkJEvZUoqTNQnF_311tmwvFMqeDLYsW9yddJ-_A_iIoFZGsBntKhHSMECZ0zyggdSix4xQQmGB8_hcjCbhjymfOofbyqVV1ntiuVHrRYY-8lPsscQCDGJ9Wf6l2DUKo6uuhcZj2O1aVQW5Opo2BpcfxWUvXD_GKuHAF65oxpXOcR5RzGVH65DRYvtguqdt3k-abCKn-_B0ky9lcSuvr_85nIbP4ZnTKkm_YoMX8MjkB_Bk7OLmB3CSVAjVRYdctgVXqw45IUmLXV28hKtxmVxpiMNd_U2sUkuSG5wJE6TJd3tGqcrLR-Y5GdlhazKUc8xuJ0kF0rr6TKxaSc7qPi1kMStvXKAjgPQdivkrmAwHl2cj6tox0MwqJWsaxowzHfJMS4N9_HQmDLJAV5uwF6qMc2mYwo7sIusx0ZsFvrImsFR2H9NaMvYadvJFbt4CyWYBw1YzKuhmYRxxdMZGaHr6dhoRMw8-1bRIlxXqRtriKyPlUjs6LSmXFh4c1eRKnQSu0pZfPPjQPLaygwERmZvFxo6JrDFnT2ceefCmom7zOSZ4jBN4EG3RvRmAuNzbT_L5nxKfO0aAIXyzU3NI-1sPraLTcNF_LPrw4UW_gz0rdy7H6Ah21jcb896qT2t1XMrIMez2v_36ObDXr4Pz5MLenQT9O5tIGdA |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwED9NQ2LwMMH4yjbASLAXGpH6Kw0SQtOgatk6VaiT-hbi2GWdprSsrab8U_sb8SVOQjVp4mWvsePEujv7Pn8H8B5BrYxkE7-tJPc5RZnTgvo00bLDjFRSYYHz4FT2zviPsRhvwE1VC4NpldWZWBzUepaij_wT9lhiFINYX-d_fOwahdHVqoVGyRbHJr-2JtviS_-bpe8HSrvfR0c933UV8FN7ty59HjHBNBepTgy2o9OpNLiTtja8w1UqRGKYwsbiMu0w2ZnQQFlLLlFWHLVO0AFqj_wHnAUcsfrDcW3gBWFU9N4NIqxKpoF0RTquVE-I0MfcebRGmZ-vX4S3tNvbSZp1pPYxbK2yeZJfJ5eX_1yG3Sew7bRYcliy3VPYMNkOPBy4OP0OHAxLROy8RUZNgdeiRQ7IsMHKzp_BxaBI5jTE4bz-JlaJJsMrXAkTsknf3omq9CqSaUZ6dtqSdJMpZtOTYQkKu_hMrBpLjqq-MGQ2KR78RMcDOXSo6c_h7F4I9QI2s1lmXgFJJ5RhaxtF2ymPQoHO3xBN3cAuIyPmwceKFvG8RPmIGzxnpFxsZ8cF5eLcg_2KXLGT-EXc8KcH7-phK6sYgEkyM1vZOaE1Hq02IEIPXpbUrT_HpIhwAQ_CNbrXExAHfH0km54XeOARAhrhm62KQ5rfumsXrZqL_mPTu3dv-i1s9UaDk_ikf3q8B4-szLv8pn3YXF6tzGurui3Vm0JeCPy6bwH9C8dQU2E |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwED9NQxrwgGB8FQYYCfZCo6V27DRICE0bVcvoFKFN6lsWJw7rNKVlbTXlX-Ov4y5xEqpJEy97jR0n1t3Z9_k7gA8EamWUyJyeVp7jcZK5VHKHx6nqC6O00lTgPD5Ww1Pv-0RONuBPXQtDaZX1mVge1OksIR_5HvVYEpyCWHuZTYsIDwdf578d6iBFkda6nUbFIkemuEbzbfFldIi0_sj54NvJwdCxHQacBO_ZpeMFQorUk0kaG2pNlybK0K56qfH6nk6kjI3Q1GRcJX2h-hl3NVp1sUbRTNOYnKF4_N_zhSconcyfNMae6wdlH143oApl7ipbsGPL9qT0HcqjJ8tUOMX6pXhD072ZsNlEbR_C_VU-j4vr-PLyn4tx8BgeWY2W7Vcs-AQ2TL4NW2Mbs9-G3bBCxy667KQt9lp02S4LW9zs4ilcjMvETsMs5usvhgo1C69oJUrOZiO8H3XlYWTTnA1x2pIN4ill1rOwAohdfGao0rKDukcMm2Xlg5_khGD7FkH9GZzeCaGew2Y-y81LYEnGBbW50byXeIEvyRHsk9nr4jIqEB34VNMimleIH1GL7UyUi3B2VFIuKjqwU5MrstK_iFpe7cD7ZhjlloIxcW5mK5zjoyGJmoH0O_Ciom7zOaFkQAt0wF-jezOBMMHXR_LpeYkNHhC4Eb3ZrTmk_a3bdtFtuOg_Nv3q9k2_gy0UzejH6PjoNTxA8bepTjuwubxamTeoxS3121JcGJzdtXz-BceFV5w |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Machine+Learning+for+Predicting+Intubations+in+Heart+Failure+Patients%3A+the+Challenge+of+the+Right+Approach&rft.jtitle=Cardiovascular+drugs+and+therapy&rft.au=Ghanta%2C+Sai+Nikhila&rft.au=Gautam%2C+Nitesh&rft.au=Mehta%2C+Jawahar+L.&rft.au=Al%E2%80%99Aref%2C+Subhi+J.&rft.date=2024-04-01&rft.pub=Springer+US&rft.issn=0920-3206&rft.eissn=1573-7241&rft.spage=1&rft.epage=4&rft_id=info:doi/10.1007%2Fs10557-022-07423-y&rft_id=info%3Apmid%2F36593325&rft.externalDocID=PMC9807425 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0920-3206&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0920-3206&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0920-3206&client=summon |