Understanding the Artificial Intelligence Clinician and optimal treatment strategies for sepsis in intensive care (original) (raw)

Optimizing Medical Treatment for Sepsis in Intensive Care: from Reinforcement Learning to Pre-Trial Evaluation

Luchen Li

ArXiv, 2020

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Beyond technology: Can artificial intelligence support clinical decisions in the prediction of sepsis?

Mariana Severo Debastiani

Revista Brasileira de Enfermagem

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Clinical applications of artificial intelligence in sepsis: A narrative review

Henrique Martins

Computers in Biology and Medicine, 2019

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The development an artificial intelligence algorithm for early sepsis diagnosis in the intensive care unit

Kuo-Ching Yuan

International Journal of Medical Informatics, 2020

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Early Detection of Sepsis Using Artificial Intelligence: A Scoping Review Protocol

Bengt Sjöqvist

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Applying AI to Manage Acute and Chronic Clinical Condition

Rachael Hagan

Technologies and Applications for Big Data Value

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The role of artificial intelligence in management of critical COVID-19 patients

Shahabedin Rahmatizadeh

2020

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IRJET- Early Prediction of Sepsis from Clinical Data Using Artificial Intelligence

IRJET Journal

IRJET, 2020

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Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning

Aldo Faisal

AMIA ... Annual Symposium proceedings. AMIA Symposium, 2018

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Intelligent Management of Sepsis in the Intensive Care Unit

Juan Carlos Ruiz Rodríguez

Research Advancements

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Implementation of an Artificial Intelligence Algorithm for sepsis detection

Fernanda Schamne

Revista Brasileira de Enfermagem, 2020

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Artificial Intelligence for clinical decision support in Critical Care, required and accelerated by COVID-19

Juanjo Rubio

Anaesthesia Critical Care & Pain Medicine, 2020

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An Early Prediction and Diagnosis of Sepsis in Intensive Care Units: An Unsupervi̇sed Machine Learning Model

Zehra Nur CANBOLAT

Mugla Journal of Science and Technology, 2020

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Development of a Reinforcement Learning Algorithm to Optimize Corticosteroid Therapy in Critically Ill Patients with Sepsis

Ari Ercole

Journal of Clinical Medicine, 2023

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Artificial intelligence in the intensive care unit

Guillermo Gutierrez

Critical Care

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Artificial intelligence in healthcare

IRJET Journal

IRJET, 2022

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Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach

Peter Szolovits

arXiv (Cornell University), 2017

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Machine learning in critical care: state-of-the-art and a sepsis case study

Juan Carlos Ruiz Rodríguez

BioMedical Engineering OnLine, 2018

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Comparison Of Three Artificial Intelligence Algorithms For Sepsis Prediction

Nikola Andelic

World health, 2020

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A Machine Learning Model for Early Prediction and Detection of Sepsis in Intensive Care Unit Patients

Yash Singh

Journal of Healthcare Engineering

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ENVISION – Improve intensive care of COVID-19 patients with artificial intelligence

Hannu Nieminen

Finnish Journal of eHealth and eWelfare, 2021

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Application of artificial intelligence techniques in the intensive care unit

IJRES Team

International Journal of Reconfigurable and Embedded Systems (IJRES), 2023

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Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis

Brenden Petersen

ArXiv, 2018

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A Review Paper on Artificial Intelligence in Healthcare

Mohamed Fahim

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Deep Reinforcement Learning for Sepsis Treatment

Peter Szolovits

arXiv (Cornell University), 2017

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An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU

Andre Holder

Critical care medicine, 2018

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Sepsis Prediction Using Machine Learning

IRJET Journal

IRJET, 2022

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Application of Machine Learning and its use in determining Sepsis Prediction

Prashanth kumar Alay

Indian Scientific Journal Of Research In Engineering And Management, 2024

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Artificial neural networks for disease trajectory prediction in the context of sepsis

Gary An

arXiv (Cornell University), 2020

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Using Machine Learning Algorithms to predict sepsis and its stages in ICU patients

Farhan Bashir

2022

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Application of Artificial Intelligence in Early–Stage Diagnosis of Sepsis

Hayri Sever

2022

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