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Development of a Machine Learning Model for Predicting Weaning Outcomes Based Solely on Continuous Ventilator Parameters during Spontaneous Breathing Trials.

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Title: Development of a Machine Learning Model for Predicting Weaning Outcomes Based Solely on Continuous Ventilator Parameters during Spontaneous Breathing Trials.
Authors: Park JE; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea., Kim DY; Land Combat System Center, Hanwha Systems, Sungnam 13524, Republic of Korea., Park JW; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea., Jung YJ; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea., Lee KS; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea., Park JH; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea., Sheen SS; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea., Park KJ; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea., Sunwoo MH; Department of Electrical and Computer Engineering, Ajou University, Suwon 16499, Republic of Korea., Chung WY; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea.
Source: Bioengineering (Basel, Switzerland) [Bioengineering (Basel)] 2023 Oct 05; Vol. 10 (10). Date of Electronic Publication: 2023 Oct 05.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101676056 Publication Model: Electronic Cited Medium: Print ISSN: 2306-5354 (Print) Linking ISSN: 23065354 NLM ISO Abbreviation: Bioengineering (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Development of a Machine Learning Model for Predicting Weaning Outcomes Based Solely on Continuous Ventilator Parameters during Spontaneous Breathing Trials.
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  Data: <searchLink fieldCode="AU" term="%22Park+JE%22">Park JE</searchLink>; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+DY%22">Kim DY</searchLink>; Land Combat System Center, Hanwha Systems, Sungnam 13524, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Park+JW%22">Park JW</searchLink>; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Jung+YJ%22">Jung YJ</searchLink>; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+KS%22">Lee KS</searchLink>; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Park+JH%22">Park JH</searchLink>; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Sheen+SS%22">Sheen SS</searchLink>; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Park+KJ%22">Park KJ</searchLink>; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Sunwoo+MH%22">Sunwoo MH</searchLink>; Department of Electrical and Computer Engineering, Ajou University, Suwon 16499, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Chung+WY%22">Chung WY</searchLink>; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea.
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  Data: <searchLink fieldCode="JN" term="%22101676056%22">Bioengineering (Basel, Switzerland)</searchLink> [Bioengineering (Basel)] 2023 Oct 05; Vol. 10 (10). <i>Date of Electronic Publication: </i>2023 Oct 05.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101676056 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2306-5354 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223065354%22">23065354 </searchLink><i>NLM ISO Abbreviation: </i>Bioengineering (Basel) <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3390/bioengineering10101163
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        Text: English
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      – TitleFull: Development of a Machine Learning Model for Predicting Weaning Outcomes Based Solely on Continuous Ventilator Parameters during Spontaneous Breathing Trials.
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              Text: 2023 Oct 05
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