Validation of expert system enhanced deep learning algorithm for automated...
Abstract SARS-CoV2 pandemic exposed the limitations of artificial intelligence based medical imaging systems. Earlier in the pandemic, the absence of sufficient training data prevented effective...
Read MoreDevice for Assessing Knee Joint Dynamics During Magnetic Resonance Imaging
Abstract Background: Knee assessment with and without load using magnetic resonance imaging (MRI) can provide information on knee joint dynamics and improve the diagnosis of...
Read MoreModel for in-vivo estimation of stiffness of tibiofemoral joint using...
Abstract Background: Appropriate structural and material properties are essential for finite-element-modeling (FEM). In knee FEM, structural information could extract through 3D-imaging, but the individual subject’s...
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...
Read MoreCan AI Help Read Pediatric Chest X-rays? An independent Evaluation...
PURPOSE: To evaluate the performance of a commercially available deep learning-based AI algorithm on pediatric chest X-rays (CXRs). METHOD AND MATERIALS: 3,319 frontal (PA and...
Read MoreHigh throughput detection and genetic epidemiology of SARS-CoV-2 using COVIDSeq...
Abstract The rapid emergence of coronavirus disease 2019 (COVID-19) as a global pandemic affecting millions of individuals globally has necessitated sensitive and high-throughput approaches for...
Read MoreClinical Explainability Failure (CEF) & Explainability Failure Ratio (EFR): changing...
Abstract Adoption of Artificial Intelligence (AI) algorithms into the clinical realm will depend on their inherent trustworthiness, which is built not only by robust validation...
Read MoreGiant glomus tumor of the knee mimicking soft-tissue sarcoma
ABSTRACT Glomangiomas (glomus tumors) are benign vascular tumors commonly located at the distal extremities, are usually subungual lesions, and account for 2% of all soft-tissue...
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