AIMC Topic: Adrenal Glands

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Knowledge-Aided Convolutional Neural Network for Small Organ Segmentation.

IEEE journal of biomedical and health informatics Jan 9, 2019
Accurate and automatic organ segmentation is critical for computer-aided analysis towards clinical decision support and treatment planning. State-of-the-art approaches have achieved remarkable segmentation accuracy on large organs, such as the liver ...
Humans Pancreas Adrenal Glands Tomography, X-Ray Computed Fuzzy Logic Image Interpretation, Computer-Assisted Neural Networks, Computer Algorithms Gallbladder
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Deep Generative Adversarial Neural Networks for Compressive Sensing MRI.

IEEE transactions on medical imaging Jul 23, 2018
Undersampled magnetic resonance image (MRI) reconstruction is typically an ill-posed linear inverse task. The time and resource intensive computations require tradeoffs between accuracy and speed. In addition, state-of-the-art compressed sensing (CS)...
Algorithms Databases, Factual Magnetic Resonance Imaging Humans Neural Networks, Computer Data Compression Knee Phantoms, Imaging Adrenal Glands
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Characterization of Adrenal Lesions on Unenhanced MRI Using Texture Analysis: A Machine-Learning Approach.

Journal of magnetic resonance imaging : JMRI Jan 17, 2018
BACKGROUND: Adrenal adenomas (AA) are the most common benign adrenal lesions, often characterized based on intralesional fat content as either lipid-rich (LRA) or lipid-poor (LPA). The differentiation of AA, particularly LPA, from nonadenoma adrenal ...
Adenoma Adrenal Gland Neoplasms Pattern Recognition, Automated Adrenal Glands Image Interpretation, Computer-Assisted Contrast Media Magnetic Resonance Imaging Lipids Humans Adolescent Image Processing, Computer-Assisted Aged Young Adult Male Middle Aged Adult Retrospective Studies Female Reproducibility of Results Machine Learning Algorithms
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Double hit! A unique case of resistant hypertension.

BMJ case reports Dec 22, 2017
A middle-aged woman with obesity, hyperlipidaemia and diet-controlled diabetes was referred for resistant hypertension. Her blood pressure (BP) was uncontrolled on five medications, including a diuretic. Physical exam revealed a systolic ejection mur...
Spironolactone Thyroidectomy Diuretics Hypertension Adrenal Glands Humans Female Hyperaldosteronism Aldosterone Tomography, X-Ray Computed Middle Aged Hyperparathyroidism, Primary
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LC-MS/MS-Based Assay for Steroid Profiling in Peripheral and Adrenal Venous Samples for the Subtyping of Primary Aldosteronism.

Journal of clinical hypertension (Greenwich, Conn.) May 1, 2025
Given the largely unexplored application of liquid chromatography-tandem mass spectrometry (LC-MS/MS) steroid analysis in primary aldosteronism (PA), we aimed to investigate its diagnostic utility in PA classification and to characterize steroid secr...
Aldosterone Tandem Mass Spectrometry Veins Adrenal Glands Humans Liquid Chromatography-Mass Spectrometry Adult Retrospective Studies Hyperaldosteronism Male Steroids Female Hydrocortisone Middle Aged Chromatography, Liquid Aged
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Two-Stage Deep Learning Model for Adrenal Nodule Detection on CT Images: A Retrospective Study.

Radiology Mar 1, 2025
Background The detection and classification of adrenal nodules are crucial for their management. Purpose To develop and test a deep learning model to automatically depict adrenal nodules on abdominal CT images and to simulate triaging performance in ...
Humans Aged Retrospective Studies Adult Male Adrenal Gland Neoplasms Tomography, X-Ray Computed Middle Aged Radiographic Image Interpretation, Computer-Assisted Female Deep Learning Adrenal Glands
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