AIMC Topic: Radiography

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Performance of SURF and SIFT Keypoints for the Automated Differentiation of Abnormality in Chest Radiographs.

Studies in health technology and informatics May 27, 2021
In this work, automated abnormality detection using keypoint information from Speeded-Up Robust feature (SURF) and Scale Invariant Feature Transform (SIFT) descriptors in chest Radiographic (CR) images is investigated and compared. Computerized image...
Image Processing, Computer-Assisted Radiography Pattern Recognition, Automated Artificial Intelligence Algorithms
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Evaluation of automated cephalometric analysis based on the latest deep learning method.

The Angle orthodontist May 1, 2021
OBJECTIVES: To compare an automated cephalometric analysis based on the latest deep learning method of automatically identifying cephalometric landmarks (AI) with previously published AI according to the test style of the worldwide AI challenges at t...
Cephalometry Deep Learning Radiography Humans Algorithms
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Letter to the Editor on "Artificial Intelligence to Identify Arthroplasty Implants From Radiographs of the Hip".

The Journal of arthroplasty Apr 1, 2021
Humans Artificial Intelligence Radiography Prostheses and Implants Arthroplasty, Replacement, Hip
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Failures Hiding in Success for Artificial Intelligence in Radiology.

Journal of the American College of Radiology : JACR Mar 1, 2021
Radiography Radiology Artificial Intelligence
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Using Virtual Simulation To Increase Deep Learning in Radiography Students.

Radiologic technology Mar 1, 2021
PURPOSE: To discuss recent studies that validate the combination of traditional teaching and virtual simulation training in reducing common errors, enhancing students' confidence, improving their performance, and increasing deep learning.
Technology, Radiologic Radiography Simulation Training Students Deep Learning Humans
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Deep Learning Application in Spinal Implant Identification.

Spine Mar 1, 2021
STUDY DESIGN: Retrospective observational study.
Deep Learning Radiography Male Middle Aged Lumbar Vertebrae Internal Fixators Neural Networks, Computer Algorithms Female Adult Retrospective Studies Humans
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Prediction of age and sex from paranasal sinus images using a deep learning network.

Medicine Feb 19, 2021
This study was conducted to develop a convolutional neural network (CNN)-based model to predict the sex and age of patients by identifying unique unknown features from paranasal sinus (PNS) X-ray images.We employed a retrospective study design and us...
Maxillary Sinus Aged Radiography Adult Paranasal Sinuses Predictive Value of Tests Humans Middle Aged Retrospective Studies Area Under Curve Sensitivity and Specificity Deep Learning Female Neural Networks, Computer Algorithms Male Data Management Databases, Factual
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Proactive Construction of an Annotated Imaging Database for Artificial Intelligence Training.

Journal of digital imaging Feb 1, 2021
Artificial intelligence (AI) holds much promise for enabling highly desired imaging diagnostics improvements. One of the most limiting bottlenecks for the development of useful clinical-grade AI models is the lack of training data. One aspect is the ...
Humans Algorithms Databases, Factual Artificial Intelligence Radiology Female Radiography
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[Automation of Damage Detection and Damage Area Measurement of X-ray Protective Clothing Using Deep Learning].

Nihon Hoshasen Gijutsu Gakkai zasshi Jan 1, 2021
PURPOSE: Damage to shielding sheets on X-ray protective clothing may be a cause of increased radiation exposure. To prevent increased radiation exposure, periodic quality control of shielding sheets is needed. For quality management, a record of the ...
Protective Clothing Automation Deep Learning X-Rays Radiography
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Practical Guide to Natural Language Processing for Radiology.

Radiographics : a review publication of the Radiological Society of North America, Inc Jan 1, 2021
Natural language processing (NLP) is the subset of artificial intelligence focused on the computer interpretation of human language. It is an invaluable tool in the analysis, aggregation, and simplification of free text. It has already demonstrated s...
Humans Natural Language Processing Radiography Radiology Artificial Intelligence Machine Learning
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