AIMC Topic: Pneumothorax

Clear Filters Showing 31 to 40 of 62 articles

Accurate assessment of the lung sliding artefact on lung ultrasonography using a deep learning approach.

Computers in biology and medicine Aug 9, 2022
Pneumothorax is a potentially life-threatening condition that can be rapidly and accurately assessed via the lung sliding artefact generated using lung ultrasound (LUS). Access to LUS is challenged by user dependence and shortage of training. Image c...
Humans Ultrasonography Artifacts Pneumothorax Lung Deep Learning
View on PubMed DOI

Association of Artificial Intelligence-Aided Chest Radiograph Interpretation With Reader Performance and Efficiency.

JAMA network open Aug 1, 2022
IMPORTANCE: The efficient and accurate interpretation of radiologic images is paramount.
Pleural Effusion Pneumothorax Cohort Studies Pneumonia Artificial Intelligence Adult Middle Aged Deep Learning Male Humans
View on PubMed DOI

Clinically focused multi-cohort benchmarking as a tool for external validation of artificial intelligence algorithm performance in basic chest radiography analysis.

Scientific reports Jul 27, 2022
Artificial intelligence (AI) algorithms evaluating [supine] chest radiographs ([S]CXRs) have remarkably increased in number recently. Since training and validation are often performed on subsets of the same overall dataset, external validation is man...
Artificial Intelligence Algorithms Retrospective Studies Humans Benchmarking Pneumothorax Radiography, Thoracic
View on PubMed DOI

Diagnostic performance of artificial intelligence approved for adults for the interpretation of pediatric chest radiographs.

Scientific reports Jun 17, 2022
Artificial intelligence (AI) applied to pediatric chest radiographs are yet scarce. This study evaluated whether AI-based software developed for adult chest radiographs can be used for pediatric chest radiographs. Pediatric patients (≤ 18 years old) ...
Radiography Cardiomegaly Radiography, Thoracic Child, Preschool Child Pneumothorax Artificial Intelligence Humans Retrospective Studies Sensitivity and Specificity Adult Adolescent
View on PubMed DOI

Robotic Management of Diaphragmatic Endometriosis in 10 Steps.

Journal of minimally invasive gynecology Mar 16, 2022
OBJECTIVE: To present 10 standardized steps of the surgical management of diaphragmatic endometriosis using Da Vinci robotic assistance.
Humans Female Diaphragm Laparoscopy Pneumothorax Robotic Surgical Procedures Robotics Endometriosis Tissue Adhesions
View on PubMed DOI

Deep Learning-Based Computer-Aided Pneumothorax Detection Using Chest X-ray Images.

Sensors (Basel, Switzerland) Mar 15, 2022
Pneumothorax is a thoracic disease leading to failure of the respiratory system, cardiac arrest, or in extreme cases, death. Chest X-ray (CXR) imaging is the primary diagnostic imaging technique for the diagnosis of pneumothorax. A computerized diagn...
Thorax X-Rays Pneumothorax Computers Deep Learning Humans
View on PubMed DOI

Effect of Training Data Volume on Performance of Convolutional Neural Network Pneumothorax Classifiers.

Journal of digital imaging Mar 3, 2022
Large datasets with high-quality labels required to train deep neural networks are challenging to obtain in the radiology domain. This work investigates the effect of training dataset size on the performance of deep learning classifiers, focusing on ...
Pneumothorax Deep Learning Radiography Neural Networks, Computer Humans Algorithms
View on PubMed DOI

Automated pneumothorax triaging in chest X-rays in the New Zealand population using deep-learning algorithms.

Journal of medical imaging and radiation oncology Feb 27, 2022
INTRODUCTION: The primary aim was to develop convolutional neural network (CNN)-based artificial intelligence (AI) models for pneumothorax classification and segmentation for automated chest X-ray (CXR) triaging. A secondary aim was to perform interp...
Radiography, Thoracic X-Rays Pneumothorax Humans Triage Artificial Intelligence Algorithms New Zealand Deep Learning
View on PubMed DOI

A deep learning-based system capable of detecting pneumothorax via electrocardiogram.

European journal of trauma and emergency surgery : official publication of the European Trauma Society Feb 15, 2022
PURPOSE: To determine if an electrocardiogram-based artificial intelligence system can identify pneumothorax prior to radiological examination.
Retrospective Studies Deep Learning Electrocardiography Pneumothorax Humans Artificial Intelligence
View on PubMed DOI

Postprocedural Pneumothorax Detection by Deep Learning on Chest Radiographs.

Radiology Jan 25, 2022
Radiography Humans Pneumothorax Biopsy, Needle Deep Learning
View on PubMed DOI
Popular Topics
Recent Journals