Literature DB >> 26737282

Next generation patient monitor powered by in-silico physiology.

Dimitar Baronov, Michael McManus, Evan Butler, Douglas Chung, Melvin C Almodovar.   

Abstract

The goal of this paper is to introduce a next generation patient monitoring technology that relies on objective and continuous data analytics to alleviate the data overload in the critical care unit. The technology provides the foundation for increasing the consistency and efficacy of data use in clinical practice and improving outcomes. This paper presents results for applying the approach to the hemodynamic monitoring of infants immediately following cardiac surgery and demonstrates its efficacy of estimating the probability of inadequate systemic oxygen delivery, which is an essential risk attribute in the management of critically ill patients.

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Year:  2015        PMID： 26737282      PMCID： PMC4754983          DOI： 10.1109/EMBC.2015.7319382

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN： 1557-170X


  8 in total

1.  A look into the nature and causes of human errors in the intensive care unit. 1995.

Authors:  Y Donchin; D Gopher; M Olin; Y Badihi; M Biesky; C L Sprung; R Pizov; S Cotev
Journal:  Qual Saf Health Care       Date:  2003-04

2.  Heart disease and stroke statistics--2012 update: a report from the American Heart Association.

Authors:  Véronique L Roger; Alan S Go; Donald M Lloyd-Jones; Emelia J Benjamin; Jarett D Berry; William B Borden; Dawn M Bravata; Shifan Dai; Earl S Ford; Caroline S Fox; Heather J Fullerton; Cathleen Gillespie; Susan M Hailpern; John A Heit; Virginia J Howard; Brett M Kissela; Steven J Kittner; Daniel T Lackland; Judith H Lichtman; Lynda D Lisabeth; Diane M Makuc; Gregory M Marcus; Ariane Marelli; David B Matchar; Claudia S Moy; Dariush Mozaffarian; Michael E Mussolino; Graham Nichol; Nina P Paynter; Elsayed Z Soliman; Paul D Sorlie; Nona Sotoodehnia; Tanya N Turan; Salim S Virani; Nathan D Wong; Daniel Woo; Melanie B Turner
Journal:  Circulation       Date:  2011-12-15       Impact factor: 29.690

3.  The cardiac intensive care unit perspective on hemodynamic monitoring of oxygen transport balance.

Authors:  Paul A Checchia; Peter C Laussen
Journal:  Pediatr Crit Care Med       Date:  2011-07       Impact factor: 3.624

Review 4.  Venous function and central venous pressure: a physiologic story.

Authors:  Simon Gelman
Journal:  Anesthesiology       Date:  2008-04       Impact factor: 7.892

Review 5.  Circulation: overall regulation.

Authors:  A C Guyton; T G Coleman; H J Granger
Journal:  Annu Rev Physiol       Date:  1972       Impact factor: 19.318

6.  Clinicians' abilities to estimate cardiac index in ventilated children and infants.

Authors:  S M Tibby; M Hatherill; M J Marsh; I A Murdoch
Journal:  Arch Dis Child       Date:  1997-12       Impact factor: 3.791

Review 7.  Near infrared spectroscopy (NIRS) in children.

Authors:  Sujata Chakravarti; Shubhika Srivastava; Alexander J C Mittnacht
Journal:  Semin Cardiothorac Vasc Anesth       Date:  2008-04-02

8.  Relation of cerebral tissue oxygenation index to central venous oxygen saturation in children.

Authors:  Nicole Nagdyman; Thilo Fleck; Sven Barth; Hashim Abdul-Khaliq; Brigitte Stiller; Peter Ewert; Michael Huebler; Hermann Kuppe; Peter E Lange
Journal:  Intensive Care Med       Date:  2004-01-13       Impact factor: 17.440
  8 in total
  7 in total

1.  Inadequate oxygen delivery index dose is associated with cardiac arrest risk in neonates following cardiopulmonary bypass surgery.

Authors:  Craig Futterman; Joshua W Salvin; Michael McManus; Adam W Lowry; Dimitar Baronov; Melvin C Almodovar; Jose A Pineda; Vinay M Nadkarni; Peter C Laussen; Avihu Z Gazit
Journal:  Resuscitation       Date:  2019-07-17       Impact factor: 5.262

2.  Assessment of a Situation Awareness Quality Improvement Intervention to Reduce Cardiac Arrests in the PICU.

Authors:  Maya Dewan; Blaise Soberano; Tina Sosa; Matthew Zackoff; Philip Hagedorn; Patrick W Brady; Ranjit S Chima; Erika L Stalets; Lindsey Moore; Maria Britto; Robert M Sutton; Vinay Nadkarni; Ken Tegtmeyer; Heather Wolfe
Journal:  Pediatr Crit Care Med       Date:  2022-01-01       Impact factor: 3.971

3.  Performance of a Risk Analytic Tool (Index of Tissue Oxygen Delivery "IDO2") in Pediatric Cardiac Intensive Care Unit of a Developing Country.

Authors:  Qalab Abbas; Muhammad Zaid H Hussain; Fatima Farrukh Shahbaz; Naveed Ur Rehman Siddiqui; Babar S Hasan
Journal:  Front Pediatr       Date:  2022-06-03       Impact factor: 3.569

Review 4.  Current monitoring and innovative predictive modeling to improve care in the pediatric cardiac intensive care unit.

Authors:  Mary K Olive; Gabe E Owens
Journal:  Transl Pediatr       Date:  2018-04

5.  A deep learning model for real-time mortality prediction in critically ill children.

Authors:  Soo Yeon Kim; Saehoon Kim; Joongbum Cho; Young Suh Kim; In Suk Sol; Youngchul Sung; Inhyeok Cho; Minseop Park; Haerin Jang; Yoon Hee Kim; Kyung Won Kim; Myung Hyun Sohn
Journal:  Crit Care       Date:  2019-08-14       Impact factor: 9.097

6.  Low Inadequate Oxygen Delivery Index is Associated with Decreased Cardiac Arrest Risk in High-Risk Pediatric ICU Patients.

Authors:  Maya Dewan; David S Cooper; Ken Tegtmeyer
Journal:  Crit Care Explor       Date:  2022-01-05

7.  Central Venous Oxygen Saturation/Lactate Ratio and Prediction of Major Adverse Events After Pediatric Heart Surgery.

Authors:  Victória Helena Stelzer Rocha; Paulo Henrique Manso; Fabio Carmona
Journal:  Braz J Cardiovasc Surg       Date:  2021-12-07
  7 in total

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