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Machine Learning Prediction of Pediatric In-Hospital Survival Before Extracorporeal Membrane Oxygenation Cannulation.

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Title: Machine Learning Prediction of Pediatric In-Hospital Survival Before Extracorporeal Membrane Oxygenation Cannulation.
Authors: Tsutsumi A; From the Department of Pediatric Surgery, Sisters of Saint Mary (SSM) Health Cardinal Glennon Children's Hospital, Saint Louis, Missouri., Camerota C; Department of Computer Science, St. Louis University, St. Louis, Missouri., Ali W; Department of Computer Science, St. Louis University, St. Louis, Missouri., Esposito F; Department of Computer Science, St. Louis University, St. Louis, Missouri., Madsen EC; Department of Pediatric Intensive Care Unit, Sisters of Saint Mary (SSM) Health Cardinal Glennon Children's Hospital, St. Louis, Missouri., Herman RS; From the Department of Pediatric Surgery, Sisters of Saint Mary (SSM) Health Cardinal Glennon Children's Hospital, Saint Louis, Missouri., Reddy P; School of Medicine, St. Louis University, St. Louis, Missouri., Qiu J; School of Medicine, St. Louis University, St. Louis, Missouri., Huang R; School of Medicine, The Advanced Health Data (AHEAD) Institute, Saint Louis University Hospital, St. Louis, Missouri., Taylor MB; Department of Pediatric Intensive Care Unit, University of Mississippi Medical Center, Jackson, Mississippi., Ikeyama T; Department of Pediatric Intensive Care Unit, Aichi Children's Health and Medical Center, Aichi, Japan., Miyata S; From the Department of Pediatric Surgery, Sisters of Saint Mary (SSM) Health Cardinal Glennon Children's Hospital, Saint Louis, Missouri.
Source: ASAIO journal (American Society for Artificial Internal Organs : 1992) [ASAIO J] 2026 Jul 03. Date of Electronic Publication: 2026 Jul 03.
Publication Type: Journal Article
Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 9204109 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1538-943X (Electronic) Linking ISSN: 10582916 NLM ISO Abbreviation: ASAIO J Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine Learning Prediction of Pediatric In-Hospital Survival Before Extracorporeal Membrane Oxygenation Cannulation.
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  Data: <searchLink fieldCode="AU" term="%22Tsutsumi+A%22">Tsutsumi A</searchLink>; From the Department of Pediatric Surgery, Sisters of Saint Mary (SSM) Health Cardinal Glennon Children's Hospital, Saint Louis, Missouri.<br /><searchLink fieldCode="AU" term="%22Camerota+C%22">Camerota C</searchLink>; Department of Computer Science, St. Louis University, St. Louis, Missouri.<br /><searchLink fieldCode="AU" term="%22Ali+W%22">Ali W</searchLink>; Department of Computer Science, St. Louis University, St. Louis, Missouri.<br /><searchLink fieldCode="AU" term="%22Esposito+F%22">Esposito F</searchLink>; Department of Computer Science, St. Louis University, St. Louis, Missouri.<br /><searchLink fieldCode="AU" term="%22Madsen+EC%22">Madsen EC</searchLink>; Department of Pediatric Intensive Care Unit, Sisters of Saint Mary (SSM) Health Cardinal Glennon Children's Hospital, St. Louis, Missouri.<br /><searchLink fieldCode="AU" term="%22Herman+RS%22">Herman RS</searchLink>; From the Department of Pediatric Surgery, Sisters of Saint Mary (SSM) Health Cardinal Glennon Children's Hospital, Saint Louis, Missouri.<br /><searchLink fieldCode="AU" term="%22Reddy+P%22">Reddy P</searchLink>; School of Medicine, St. Louis University, St. Louis, Missouri.<br /><searchLink fieldCode="AU" term="%22Qiu+J%22">Qiu J</searchLink>; School of Medicine, St. Louis University, St. Louis, Missouri.<br /><searchLink fieldCode="AU" term="%22Huang+R%22">Huang R</searchLink>; School of Medicine, The Advanced Health Data (AHEAD) Institute, Saint Louis University Hospital, St. Louis, Missouri.<br /><searchLink fieldCode="AU" term="%22Taylor+MB%22">Taylor MB</searchLink>; Department of Pediatric Intensive Care Unit, University of Mississippi Medical Center, Jackson, Mississippi.<br /><searchLink fieldCode="AU" term="%22Ikeyama+T%22">Ikeyama T</searchLink>; Department of Pediatric Intensive Care Unit, Aichi Children's Health and Medical Center, Aichi, Japan.<br /><searchLink fieldCode="AU" term="%22Miyata+S%22">Miyata S</searchLink>; From the Department of Pediatric Surgery, Sisters of Saint Mary (SSM) Health Cardinal Glennon Children's Hospital, Saint Louis, Missouri.
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  Data: <searchLink fieldCode="JN" term="%229204109%22">ASAIO journal (American Society for Artificial Internal Organs : 1992)</searchLink> [ASAIO J] 2026 Jul 03. <i>Date of Electronic Publication: </i>2026 Jul 03.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Lippincott+Williams+%26+Wilkins%22">Lippincott Williams & Wilkins </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9204109 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1538-943X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210582916%22">10582916 </searchLink><i>NLM ISO Abbreviation: </i>ASAIO J <i>Subsets: </i>MEDLINE
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        Value: 10.1097/MAT.0000000000002785
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              Text: 2026 Jul 03
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