AIMC Topic: Meglumine

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Multilayer perceptron deep learning radiomics model based on Gd-BOPTA MRI to identify vessels encapsulating tumor clusters in hepatocellular carcinoma: a multi-center study.

Cancer imaging : the official publication of the International Cancer Imaging Society Jul 7, 2025
OBJECTIVES: The purpose of this study is to mainly develop a predictive model based on clinicoradiological and radiomics features from preoperative gadobenate-enhanced (Gd-BOPTA) magnetic resonance imaging (MRI) using multilayer perceptron (MLP) deep...
Humans Retrospective Studies Carcinoma, Hepatocellular Contrast Media Liver Neoplasms Meglumine Multilayer Perceptrons Magnetic Resonance Imaging Organometallic Compounds Radiomics Male Middle Aged Deep Learning Aged Female Adult
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Preprocedure Application of Machine Learning and Mechanistic Simulations Predicts Likelihood of Paroxysmal Atrial Fibrillation Recurrence Following Pulmonary Vein Isolation.

Circulation. Arrhythmia and electrophysiology Jun 14, 2020
BACKGROUND: Pulmonary vein isolation (PVI) is an effective treatment strategy for patients with atrial fibrillation (AF), but many experience AF recurrence and require repeat ablation procedures. The goal of this study was to develop and evaluate a m...
Models, Cardiovascular Patient-Specific Modeling Recurrence Pulmonary Veins Meglumine Female Heart Rate Reproducibility of Results Catheter Ablation Risk Factors Proof of Concept Study Aged Organometallic Compounds Machine Learning Retrospective Studies Humans Predictive Value of Tests Diagnosis, Computer-Assisted Middle Aged Action Potentials Atrial Fibrillation Male Treatment Outcome Risk Assessment Contrast Media Magnetic Resonance Imaging
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A machine learning approach for differentiating malignant from benign enhancing foci on breast MRI.

European radiology experimental Jan 28, 2020
BACKGROUND: Differentiate malignant from benign enhancing foci on breast magnetic resonance imaging (MRI) through radiomic signature.
Magnetic Resonance Imaging Female Organometallic Compounds Diagnosis, Differential Adult Meglumine Contrast Media Machine Learning Humans Feasibility Studies Breast Neoplasms Retrospective Studies Middle Aged Image Interpretation, Computer-Assisted
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