Estimation of bias of deep learning-based chest X-ray classification algorithm
PURPOSE OR LEARNING OBJECTIVE: To evaluate the bias in the diagnostic performance of a deep learning-based chest X-ray classification algorithm on previously unseen external data....
Read MoreWhy Standardisation Of Pre-inferencing Image Processing Methods Is Crucial For...
PURPOSE OR LEARNING OBKECTIVE: To evaluate if there are statistically significant differences in the outputs of a deep learning algorithm on two inferencing workflows, with...
Read MoreEnhanced separation of brain tumors and edema via diffusion tensor...
PURPOSE OR LEARNING OBJECTIVE: To investigate the clinical potential of diffusion tensor distribution imaging (DTD) for visually differentiating brain tumors and edema from healthy tissue...
Read MoreImplementation Of Fast Echo-planar Imaging (EPImix) MRI Sequence For Scan...
PURPOSE OR LEARNING OBJECTIVE: To detail how a fast multi-contrast Echo planar Image mix (EPIMix) MRI sequence can lead to a successful reduction in scan...
Read MoreAll True Positives Are Not Truly Positive – Utility Of...
PURPOSE: To evaluate the localization failures of deep learning based Chest X-ray classification algorithms on a for detection of consolidation To compare the localization accuracies...
Read MoreMove Away HIPAA And GDPR, Here Comes CrypTFlow – Secure...
TEACHING POINTS:Â Currently, running Artificial Intelligence (AI) algorithms on medical images requires either the sharing of medical images with developers of the algorithms, or sharing...
Read MoreClinical Experience Using Novel Multidimensional Diffusion Magnetic Resonance Imaging For...
TEACHING POINTS: Multidimensional diffusion (MDD) MRI is a novel imaging technique that provides information enabling better discrimination of the average rate, microscopic anisotropy, and orientation...
Read MoreAutomatic pre-population of normal chest x-ray reports using a high-sensitivity...
Purpose: To evaluate a high-sensitivity deep learning algorithm for normal/abnormal chest x-ray (CXR) classification by deploying it in a real clinical setting. Methods and materials:...
Read MoreValidation of a high precision semantic search tool using a...
Purpose: To validate a sematic search tool by testing the search results for complex terms. Methods and materials: The tool consists of two pipelines: an...
Read MoreEstimating AI-generated Bias in Radiology Reporting by Measuring the Change...
PURPOSE: To estimate the extent of bias generated by AI in the radiologists’ reporting of grades of osteoarthritis on Knee X-rays by observing the change...
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