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Subcategories: Emergency Medicine

Showing 2521-2541 of 4,986 articles

Efficient identification of novel anti-glioma lead compounds by machine learning models.

Glioblastoma multiforme (GBM) is the most devastating and widespread primary central nervous system ...

Dec 2019 31978780

Machine learning for the detection of early immunological markers as predictors of multi-organ dysfunction.

The immune response to major trauma has been analysed mainly within post-hospital admission settings...

Dec 2019 31857590

A Machine Learning Ensemble Approach Based on Random Forest and Radial Basis Function Neural Network for Risk Evaluation of Regional Flood Disaster: A Case Study of the Yangtze River Delta, China.

The Yangtze River Delta (YRD) is one of the most developed regions in China. This is also a flood-pr...

Dec 2019 31861677

Right Dose Right Now: bedside data-driven personalized antibiotic dosing in severe sepsis and septic shock - rationale and design of a multicenter randomized controlled superiority trial.

BACKGROUND: Antibiotic exposure is often inadequate in critically ill patients with severe sepsis or...

Dec 2019 31852491

Prediction of Skin Disease with Three Different Feature Selection Techniques Using Stacking Ensemble Method.

Skin disease is the most common problem between people. Due to pollution and deployment of ozone lay...

Dec 2019 31845194

A validation of machine learning-based risk scores in the prehospital setting.

BACKGROUND: The triage of patients in prehospital care is a difficult task, and improved risk assess...

Dec 2019 31834920

Analysis of head CT scans flagged by deep learning software for acute intracranial hemorrhage.

PURPOSE: To analyze the implementation of deep learning software for the detection and worklist prio...

Dec 2019 31828361

Estimation of Arterial Blood Pressure Based on Artificial Intelligence Using Single Earlobe Photoplethysmography during Cardiopulmonary Resuscitation.

This study investigates the feasibility of estimation of blood pressure (BP) using a single earlobe ...

Dec 2019 31823091

Identifying bladder rupture following traumatic pelvic fracture: A machine learning approach.

INTRODUCTION: Bladder rupture following blunt pelvic trauma is rare though can have significant sequ...

Dec 2019 31866131

Therapeutic Anticoagulation With an Ultra-Low Concentration Argatroban-Based Purge Solution for Percutaneous Ventricular Assist Device in Patient With Heparin-Induced Thrombocytopenia.

Percutaneous left ventricular assist devices (pVADs) require a continuous purge solution containing...

Dec 2019 34381256

Deep Learning for Automated Measurement of Hemorrhage and Perihematomal Edema in Supratentorial Intracerebral Hemorrhage.

Background and Purpose- Volumes of hemorrhage and perihematomal edema (PHE) are well-established bio...

Dec 2019 31805845

The use of machine learning techniques in trauma-related disorders: a systematic review.

Establishing the diagnosis of trauma-related disorders such as Acute Stress Disorder (ASD) and Postt...

Dec 2019 31830722

A “human-proof pointy-end”: a robotically applied hemostatic clamp for care-under-fire.

Providing the earliest hemorrhage control is now recognized as a shared responsibility of all member...

Dec 2019 31782650

Meteorological factors for subarachnoid hemorrhage in the greater Düsseldorf area revisited: a machine learning approach to predict the probability of admission of patients with subarachnoid hemorrhage.

BACKGROUND: Reported data regarding the relation between the incidence of spontaneous subarachnoid h...

Nov 2019 31760531

A Gradient Boosting Machine Learning Model for Predicting Early Mortality in the Emergency Department Triage: Devising a Nine-Point Triage Score.

BACKGROUND: Emergency departments (ED) are becoming increasingly overwhelmed, increasing poor outcom...

Nov 2019 31677104

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Efficient identification of novel anti-glioma lead compounds by machine learning models.

Machine learning for the detection of early immunological markers as predictors of multi-organ dysfunction.

A Machine Learning Ensemble Approach Based on Random Forest and Radial Basis Function Neural Network for Risk Evaluation of Regional Flood Disaster: A Case Study of the Yangtze River Delta, China.

Right Dose Right Now: bedside data-driven personalized antibiotic dosing in severe sepsis and septic shock - rationale and design of a multicenter randomized controlled superiority trial.

Prediction of Skin Disease with Three Different Feature Selection Techniques Using Stacking Ensemble Method.

A validation of machine learning-based risk scores in the prehospital setting.

Analysis of head CT scans flagged by deep learning software for acute intracranial hemorrhage.

Estimation of Arterial Blood Pressure Based on Artificial Intelligence Using Single Earlobe Photoplethysmography during Cardiopulmonary Resuscitation.

Identifying bladder rupture following traumatic pelvic fracture: A machine learning approach.

Therapeutic Anticoagulation With an Ultra-Low Concentration Argatroban-Based Purge Solution for Percutaneous Ventricular Assist Device in Patient With Heparin-Induced Thrombocytopenia.

Deep Learning for Automated Measurement of Hemorrhage and Perihematomal Edema in Supratentorial Intracerebral Hemorrhage.

The use of machine learning techniques in trauma-related disorders: a systematic review.

A “human-proof pointy-end”: a robotically applied hemostatic clamp for care-under-fire.

Meteorological factors for subarachnoid hemorrhage in the greater Düsseldorf area revisited: a machine learning approach to predict the probability of admission of patients with subarachnoid hemorrhage.

An Overview of Machine Learning and Big Data for Drug Toxicity Evaluation.

Fully Automated Segmentation Algorithm for Hematoma Volumetric Analysis in Spontaneous Intracerebral Hemorrhage.

Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review.

Emergency Department Capacity Planning: A Recurrent Neural Network and Simulation Approach.

Human-mimetic soft robot joint for shock absorption through joint dislocation.

Machine Learning-Based Forecast of Hemorrhagic Stroke Healthcare Service Demand considering Air Pollution.

A Gradient Boosting Machine Learning Model for Predicting Early Mortality in the Emergency Department Triage: Devising a Nine-Point Triage Score.

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