Critical Care

Latest AI and machine learning research in critical care for healthcare professionals.

5,099 articles
Stay Ahead - Weekly Critical Care research updates
Subscribe
Browse Categories
Subcategories: Sepsis
Showing 2794-2814 of 5,099 articles
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework.

OBJECTIVE: To retrieve and appraise studies of deployed artificial intelligence (AI)-based sepsis pr...

Jun 2023 37172264
An interpretable machine learning model for real-time sepsis prediction based on basic physiological indicators.

OBJECTIVE: In view of the important role of risk prediction models in the clinical diagnosis and tre...

May 2023 37259715
A novel method for conformity assessment testing of dialysis machines for post-market surveillance purposes.

BACKGROUND: Dialysis machines are used regularly in healthcare practice. They are classified as a ty...

Jan 2023 36530108
A novel method for conformity assessment testing of mechanical ventilators for post-market surveillance purposes.

BACKGROUND: Mechanical ventilators are medical devices used in intensive care units when patients ar...

Jan 2023 36530109
Review of Artificial Intelligence-Based Signal Processing in Dialysis: Challenges for Machine-Embedded and Complementary Applications.

Artificial intelligence technology is trending in nearly every medical area. It offers the possibili...

Jan 2023 36723281
Deep Learning Using Electrocardiograms in Patients on Maintenance Dialysis.

Cardiovascular morbidity and mortality occur with an extraordinarily high incidence in the hemodialy...

Jan 2023 36723284
The possible role of artificial intelligence in deciding postnatal steroid management in extremely premature ventilated infants.

Clinical decision support (CDS) has shown a positive effect on physicians. There is variability amon...

Jan 2023 38043021
Developments in respiratory self-management interventions over the last two decades.

This paper describes developments in the fields of asthma and COPD self-management interventions (SM...

Jan 2023 38129363
Continuous Renal Replacement Therapy: What Have We Learned And What Are Key Milestones For The Years To Come?

Continuous renal replacement therapy (CRRT) is the main extracorporeal kidney support therapy used i...

Jan 2023 38154125
[Effect of EIT-guided individualized PEEP setting on the incidence of hypoxemia in elderly patients undergoing robot-assisted radical prostatectomy].

To investigate the effect of individualized positive end expiratory pressure (PEEP) setting guided ...

Dec 2022 36517421
[Prediction of respiratory motion based on sequential embedding combined with relational embedding].

OBJECTIVE: To propose a deep learning model for modeling and prediction of the integration of respir...

Dec 2022 36651255
Artificial intelligence in peritoneal dialysis: general overview.

OBJECTIVE: This article is a general overview about artificial intelligence/machine learning (AI/ML)...

Dec 2022 35469549
Development and deployment of interpretable machine-learning model for predicting in-hospital mortality in elderly patients with acute kidney disease.

BACKGROUND: Acute kidney injury (AKI) is more likely to develop in the elderly admitted to the inten...

Dec 2022 36341895
Clinical utility of automatic phenotype annotation in unstructured clinical notes: intensive care unit use.

OBJECTIVE: Clinical notes contain information that has not been documented elsewhere, including resp...

Nov 2022 36351702
Comparison of Mortality Predictive Models of Sepsis Patients Based on Machine Learning.

Objective To compare the performance of five machine learning models and SAPS II score in predicting...

Sep 2022 36321175
Lessons in machine learning model deployment learned from sepsis.

In three recent and related publications, researchers from Johns Hopkins University and Bayesian Hea...

Sep 2022 36087573
Development and validation of a deep learning model to predict the survival of patients in ICU.

BACKGROUND: Patients in the intensive care unit (ICU) are often in critical condition and have a hig...

Aug 2022 35751440
Fuzzy-Based Expert Supervision System for Feedback Controlled Oxygenation.

Supervision of mechanical ventilation is currently still performed by clinical staff. With the incre...

Jul 2022 36083941
CapNet: A Deep Learning-based Framework for Estimation of Capnograph Signal from PPG.

Ambulatory respiration signal extraction system is required to maintain continuous surveillance of a...

Jul 2022 36086237
An Ensemble of Deep Learning Frameworks for Predicting Respiratory Anomalies.

This paper evaluates a range of deep learning frameworks for detecting respiratory anomalies from in...

Jul 2022 36086440
Testing robot-based assist-as-needed therapy for improving active participation of a patient during early neurorehabilitation: a case study.

In this study, a patient in the Intensive Care-Unit received robot-based mobilization therapy with a...

Jul 2022 36176105
Browse Categories