Hospital-Based Medicine

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

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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...

Learning a Severity Score for Sepsis: A Novel Approach based on Clinical Comparisons.

Sepsis is one of the leading causes of death in the United States. Early administration of treatment...

Predicting drug side effects by multi-label learning and ensemble learning.

BACKGROUND: Predicting drug side effects is an important topic in the drug discovery. Although sever...

Bio-inspired homogeneous multi-scale place recognition.

Robotic mapping and localization systems typically operate at either one fixed spatial scale, or ove...

Goal-oriented robot navigation learning using a multi-scale space representation.

There has been extensive research in recent years on the multi-scale nature of hippocampal place cel...

Multi-AUV Target Search Based on Bioinspired Neurodynamics Model in 3-D Underwater Environments.

Target search in 3-D underwater environments is a challenge in multiple autonomous underwater vehicl...

Using Arden Syntax for the creation of a multi-patient surveillance dashboard.

OBJECTIVE: Most practically deployed Arden-Syntax-based clinical decision support (CDS) modules proc...

Information extraction from multi-institutional radiology reports.

OBJECTIVES: The radiology report is the most important source of clinical imaging information. It do...

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...

Sparse Markov chain-based semi-supervised multi-instance multi-label method for protein function prediction.

Automated assignment of protein function has received considerable attention in recent years for gen...

Multi-Objective Particle Swarm Optimization Approach for Cost-Based Feature Selection in Classification.

Feature selection is an important data-preprocessing technique in classification problems such as bi...

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...

Mem-mEN: Predicting Multi-Functional Types of Membrane Proteins by Interpretable Elastic Nets.

Membrane proteins play important roles in various biological processes within organisms. Predicting ...

Multi-location gram-positive and gram-negative bacterial protein subcellular localization using gene ontology and multi-label classifier ensemble.

BACKGROUND: It has become a very important and full of challenge task to predict bacterial protein s...

Hierarchical multi-class SVM with ELM kernel for epileptic EEG signal classification.

In this paper, a novel hierarchical multi-class SVM (H-MSVM) with extreme learning machine (ELM) as ...

Advantages of Task-Specific Multi-Objective Optimisation in Evolutionary Robotics.

The application of multi-objective optimisation to evolutionary robotics is receiving increasing att...

A methodological evaluation and predictive in silico investigation into the multi-functionality of arginine in directly compressed tablets.

The acceleration of solid dosage form product development can be facilitated by the inclusion of exc...

Detection of abnormalities in ultrasound lung image using multi-level RVM classification.

The classification of abnormalities in ultrasound images is the monitoring tool of fluid to air pass...

Performance comparison of multi-label learning algorithms on clinical data for chronic diseases.

We are motivated by the issue of classifying diseases of chronically ill patients to assist physicia...

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