Hospital-Based Medicine

Intensivists

Latest AI and machine learning research in intensivists for healthcare professionals.

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Reducing false alarms in the ICU by quantifying self-similarity of multimodal biosignals.

False arrhythmia alarms pose a major threat to the quality of care in today's ICU. Thus, the PhysioN...

Jul 2016 27454256
Detecting borderline infection in an automated monitoring system for healthcare-associated infection using fuzzy logic.

BACKGROUND: Many electronic infection detection systems employ dichotomous classification methods, c...

Apr 2016 27156053
Prediction of In-hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data-Driven, Machine Learning Approach.

OBJECTIVES: Predictive analytics in emergency care has mostly been limited to the use of clinical de...

Feb 2016 26679719
Neural Network Prediction of ICU Length of Stay Following Cardiac Surgery Based on Pre-Incision Variables.

BACKGROUND: Advanced predictive analytical techniques are being increasingly applied to clinical ris...

Dec 2015 26710254
Endemicity of Acinetobacter calcoaceticus-baumannii Complex in an Intensive Care Unit in Malaysia.

Introduction. Acinetobacter calcoaceticus-baumannii complex (ACB complex) is a leading opportunistic...

Dec 2015 26819759
Multi-view L2-SVM and its multi-view core vector machine.

In this paper, a novel L2-SVM based classifier Multi-view L2-SVM is proposed to address multi-view c...

Dec 2015 26773824
Serial change of C1 inhibitor in patients with sepsis--a preliminary report.

OBJECTIVE: C1 inhibitor (C1INH) regulates not only the complement system but also the plasma kallikr...

Dec 2015 26782794
Markers of endothelial damage and coagulation impairment in patients with severe sepsis resuscitated with hydroxyethyl starch 130/0.42 vs Ringer acetate.

PURPOSE: The Scandinavian Starch for Severe Sepsis/Septic Shock (6S) trial showed increased mortalit...

Dec 2015 26810483
Development and Preliminary Evaluation of a Prototype of a Learning Electronic Medical Record System.

Electronic medical records (EMRs) are capturing increasing amounts of data per patient. For clinicia...

Nov 2015 26958296
Using Arden Syntax Medical Logic Modules to reduce overutilization of laboratory tests for detection of bacterial infections-Success or failure?

OBJECTIVE: Bacterial infections frequently cause prolonged intensive care unit (ICU) stays. Repeated...

Sep 2015 26476896
Improvement in the Prediction of Ventilator Weaning Outcomes by an Artificial Neural Network in a Medical ICU.

BACKGROUND: Twenty-five to 40% of patients pass a spontaneous breathing trial (SBT) but fail to wean...

Sep 2015 26329358
Fuzzy Modeling to Predict Severely Depressed Left Ventricular Ejection Fraction following Admission to the Intensive Care Unit Using Clinical Physiology.

Left ventricular ejection fraction (LVEF) constitutes an important physiological parameter for the a...

Aug 2015 26345130
Development of a self-healing soft pneumatic actuator: a first concept.

Inspired by the intrinsic softness and the corresponding embodied intelligence principles, soft pneu...

Jul 2015 26151944
Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study.

BACKGROUND: Improved mortality prediction for patients in intensive care units is a big challenge. M...

Nov 2014 25466337
Procalcitonin Strip Test as an Independent Predictor in Acute Pancreatitis.

Plasma procalcitonin (PCT) is a highly specific marker for the diagnosis of bacterial infection and ...

Jun 2014 27011501
Calibrated and Interpretable Machine Learning for ICU Mortality Prediction Using First 24-Hour Clinical Data

Objective: To develop, calibrate, and interpret machine learning models for predicting in-hospital m...

A Pan-Cancer Multi-Omic SuperLearner for Regulated Cell Death Survival Topologies

Introduction: Regulated cell death (RCD) pathways profoundly influence tumor progression and immune ...

Prospective evaluation of multimodal respiratory failure prediction: Do chest X-rays improve performance beyond EHR signals?

Early prediction of respiratory failure is critical for timely clinical intervention in intensive ca...

Multi-view Consistent 3D Gaussian Head Avatars 'without' Multi-view Generation

High-fidelity 3D Gaussian head avatar generation is critical for applications such as AR/VR, telepre...

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