Literature DB >> 31254239

Predicting vital sign deterioration with artificial intelligence or machine learning.

Simon T Vistisen1,2, Alistair E W Johnson3, Thomas W L Scheeren4.   

Abstract

Year:  2019        PMID： 31254239     DOI： 10.1007/s10877-019-00343-7

Source DB:  PubMed          Journal:  J Clin Monit Comput        ISSN： 1387-1307            Impact factor:   2.502


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  3 in total

1.  Ability of an Arterial Waveform Analysis-Derived Hypotension Prediction Index to Predict Future Hypotensive Events in Surgical Patients.

Authors:  Simon James Davies; Simon Tilma Vistisen; Zhongping Jian; Feras Hatib; Thomas W L Scheeren
Journal:  Anesth Analg       Date:  2020-02       Impact factor: 5.108

2.  Machine-learning Algorithm to Predict Hypotension Based on High-fidelity Arterial Pressure Waveform Analysis.

Authors:  Feras Hatib; Zhongping Jian; Sai Buddi; Christine Lee; Jos Settels; Karen Sibert; Joseph Rinehart; Maxime Cannesson
Journal:  Anesthesiology       Date:  2018-10       Impact factor: 7.892

3.  Predicting tachycardia as a surrogate for instability in the intensive care unit.

Authors:  Joo Heung Yoon; Lidan Mu; Lujie Chen; Artur Dubrawski; Marilyn Hravnak; Michael R Pinsky; Gilles Clermont
Journal:  J Clin Monit Comput       Date:  2019-02-14       Impact factor: 2.502
  3 in total
  6 in total

Review 1.  Intraoperative hypotension and its prediction.

Authors:  Jaap J Vos; Thomas W L Scheeren
Journal:  Indian J Anaesth       Date:  2019-11-08

2.  A Pilot Study of End-Tidal Carbon Dioxide in Prediction of Inhospital Cardiac Arrests.

Authors:  Jeffrey J Mucksavage; Kevin J He; James Chang; Maria Panlilio-Villanueva; Tianxiu Wang; Dustin Fraidenburg; Scott T Benken
Journal:  Crit Care Explor       Date:  2020-09-25

3.  Machine learning-based prediction of critical illness in children visiting the emergency department.

Authors:  Soyun Hwang; Bongjin Lee
Journal:  PLoS One       Date:  2022-02-17       Impact factor: 3.240

Review 4.  Journal of Clinical Monitoring and Computing end of year summary 2019: hemodynamic monitoring and management.

Authors:  Bernd Saugel; Lester A H Critchley; Thomas Kaufmann; Moritz Flick; Karim Kouz; Simon T Vistisen; Thomas W L Scheeren
Journal:  J Clin Monit Comput       Date:  2020-03-14       Impact factor: 2.502

5.  Real-time machine learning-based intensive care unit alarm classification without prior knowledge of the underlying rhythm.

Authors:  Wan-Tai M Au-Yeung; Rahul K Sevakula; Ashish K Sahani; Mohamad Kassab; Richard Boyer; Eric M Isselbacher; Antonis A Armoundas
Journal:  Eur Heart J Digit Health       Date:  2021-07-01

6.  Outcome in patients with open abdomen treatment for peritonitis: a multidomain approach outperforms single domain predictions.

Authors:  Sven Petersen; Markus Huber; Federico Storni; Gero Puhl; Alice Deder; Axel Prause; Joerg C Schefold; Dietrich Doll; Patrick Schober; Markus M Luedi
Journal:  J Clin Monit Comput       Date:  2021-07-10       Impact factor: 1.977
  6 in total

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