Emergency Medicine

Latest AI and machine learning research in emergency medicine for healthcare professionals.

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Showing 2248-2268 of 4,978 articles
Texture analysis based on U-Net neural network for intracranial hemorrhage identification predicts early enlargement.

BACKGROUND AND OBJECTIVE: Early hemorrhage enlargement in hypertensive cerebral hemorrhage indicates...

May 2021 33979753
Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation.

Nanoparticles occur in various environments as a consequence of man-made processes, which raises con...

May 2021 34927995
Diagnostic and prognostic capabilities of a biomarker and EMR-based machine learning algorithm for sepsis.

Sepsis is a major cause of mortality among hospitalized patients worldwide. Shorter time to administ...

May 2021 33786999
Neural network predicts need for red blood cell transfusion for patients with acute gastrointestinal bleeding admitted to the intensive care unit.

Acute gastrointestinal bleeding is the most common gastrointestinal cause for hospitalization. For h...

Apr 2021 33893364
Role of Artificial Intelligence Applications in Real-Life Clinical Practice: Systematic Review.

BACKGROUND: Artificial intelligence (AI) applications are growing at an unprecedented pace in health...

Apr 2021 33885365
Emulation of wildland fire spread simulation using deep learning.

Numerical simulation of wildland fire spread is useful to predict the locations that are likely to b...

Apr 2021 33906084
Task-sharing with artificial intelligence: a design hypothesis for an Emergency Unit in sub-Saharan Africa.

In sub-Saharan Africa, there is a significant unmet need for emergency care, with a shortage of trai...

Apr 2021 34381531
Interventional Radiology ex-machina: impact of Artificial Intelligence on practice.

Artificial intelligence (AI) is a branch of Informatics that uses algorithms to tirelessly process d...

Apr 2021 33861421
Triage-driven diagnosis of Barrett's esophagus for early detection of esophageal adenocarcinoma using deep learning.

Deep learning methods have been shown to achieve excellent performance on diagnostic tasks, but how ...

Apr 2021 33859411
Impact of Surgeon-Controlled Suction During Robotic Prostatectomy to Reduce Dependence on Bedside Assistance.

Suction during robotic surgery has traditionally been performed by a bedside assistant. Adequately ...

Apr 2021 33619992
Real-World Experience with Artificial Intelligence-Based Triage in Transferred Large Vessel Occlusion Stroke Patients.

BACKGROUND AND PURPOSE: Randomized controlled trials have demonstrated the importance of time to end...

Apr 2021 33849032
Deep learning assistance increases the detection sensitivity of radiologists for secondary intracranial aneurysms in subarachnoid hemorrhage.

PURPOSE: To evaluate whether a deep learning model (DLM) could increase the detection sensitivity of...

Apr 2021 33837806
A Framework for Automatic Burn Image Segmentation and Burn Depth Diagnosis Using Deep Learning.

Burn is a common traumatic disease with high morbidity and mortality. The treatment of burns require...

Apr 2021 33880130
Fall Detection With UWB Radars and CNN-LSTM Architecture.

Fall detection is a major challenge for researchers. Indeed, a fall can cause injuries such as femor...

Apr 2021 33017299
Diagnostic Accuracy and Failure Mode Analysis of a Deep Learning Algorithm for the Detection of Intracranial Hemorrhage.

OBJECTIVE: To determine the institutional diagnostic accuracy of an artificial intelligence (AI) dec...

Apr 2021 33819478
CT-Based COVID-19 triage: Deep multitask learning improves joint identification and severity quantification.

The current COVID-19 pandemic overloads healthcare systems, including radiology departments. Though ...

Apr 2021 33932751
Artificial intelligence for the classification of fractures around the knee in adults according to the 2018 AO/OTA classification system.

BACKGROUND: Fractures around the knee joint are inherently complex in terms of treatment; complicati...

Apr 2021 33793601
Polypyrrole-Based Nanorobots Powered by Light and Glucose for Pollutant Degradation in Water.

Novel photoactive and enzymatically active nanomotors were developed for efficient organic pollutant...

Mar 2021 33787203
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