Gadolinium contrast is an important agent in magnetic resonance imaging (MRI), particularly in neuroimaging where it can help identify blood–brain barrier breakdown from an …
Background There are concerns over gadolinium deposition from gadolinium‐based contrast agents (GBCA) administration. Purpose To reduce gadolinium dose in contrast …
Deep learning approaches are playing an ever-increasing role throughout diagnostic medicine, especially in neuroradiology, to solve a wide range of problems such as …
Patient access to MRI is additionally limited by requirements for exogenous contrast media. Contrast-enhanced examinations are logistically more complex to perform, and gadolinium …
L Pasquini, A Napolitano, M Pignatelli, E Tagliente… - Pharmaceutics, 2022 - mdpi.com
Contrast media are widely diffused in biomedical imaging, due to their relevance in the diagnosis of numerous disorders. However, the risk of adverse reactions, the concern of …
Objectives Gadolinium-based contrast agents (GBCAs) have become an integral part in daily clinical decision making in the last 3 decades. However, there is a broad consensus …
AF Mingo, SC Serra, A Macula, D Bella… - Investigative …, 2023 - journals.lww.com
Objectives Artificial intelligence (AI) methods can be applied to enhance contrast in diagnostic images beyond that attainable with the standard doses of contrast agents (CAs) …
Objectives To evaluate the clinical performance of a deep learning (DL)–based method for brain MRI exams with reduced gadolinium-based contrast agent (GBCA) dose to provide …
Objectives The purpose of this study was to implement a state-of-the-art convolutional neural network used to synthesize artificial T1-weighted (T1w) full-dose images from corresponding …