Publications by authors named "Nicholas G Rhodes"

Shoulder and neck concerns are prevalent musculoskeletal issues prompting medical attention, often stemming from scapulothoracic disorders that can serve as both the cause and consequence of other shoulder abnormalities. Scapular dyskinesis, fractures, benign and malignant masses, and neuropathies are frequently overlooked yet can substantially affect shoulder pain and function, particularly in athletes. Scapulothoracic disorders may lead to and/or be worsened by common shoulder abnormalities including those of the rotator cuff, neighboring bursae, and the glenohumeral articulation and labrum.

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  • - The study aims to improve the diagnosis of non-traumatic brachial plexopathy using deep learning models applied to routine MRI scans from patients at Mayo Clinic over a 20-year period.
  • - Researchers analyzed data from 196 patients and 256 MRI series, categorizing the abnormal cases and comparing the performance of six different deep learning approaches for identifying abnormalities in the brachial plexus.
  • - The best model, using a feature merging strategy with multiple MRI sequences, achieved a high accuracy (89.5%) and AUC (92.2%), indicating strong potential for using advanced AI techniques in diagnosing this condition.
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Automatic abnormality identification of brachial plexus (BP) from normal magnetic resonance imaging to localize and identify a neurologic injury in clinical practice (MRI) is still a novel topic in brachial plexopathy. This study developed and evaluated an approach to differentiate abnormal BP with artificial intelligence (AI) over three commonly used MRI sequences, i.e.

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  • Dual-energy CT (DECT) is used to non-invasively detect monosodium urate crystals in gout, and an automated deep-learning (DL) tool was developed to improve detection efficiency.
  • A study comparing readings with and without the DL tool showed that it significantly reduced reading time for trainee radiologists but not for experienced ones, while confidence levels remained the same for both groups.
  • The DL tool also helped identify small MSU deposits and changed diagnoses positively in a few cases, ultimately suggesting it can enhance diagnostic accuracy for less experienced readers.
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Epidural steroid injections are commonly performed using fluoroscopic or CT guidance. With both modalities, the injection of contrast material is necessary before steroid administration to ensure adequate epidural flow and exclude non-epidural flow. While fluoroscopic guidance is conventional, CT is utilized at some centers and can be particularly helpful in the setting of challenging or postoperative anatomy.

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  • The study aimed to create a machine learning model that can identify subscapularis tears prior to surgery using imaging and physical exam data.
  • Between 2010 and 2020, data from 202 shoulder surgeries were analyzed, focusing on various examination and imaging findings related to rotator cuff repairs.
  • The model showed impressive accuracy (85%) in predicting these tears based solely on MRI results, highlighting specific MRI characteristics as the most important indicators without significant improvement from other clinical data.
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Background: Dual-energy CT with virtual noncalcium (VNCa) images allows the evaluation of focal intramedullary bone marrow involvement in patients with multiple myeloma. However, current commercial VNCa techniques suffer from excessive image noise and artifacts due to material decomposition used in synthesizing VNCa images.

Objectives: In this work, we aim to improve VNCa image quality for the assessment of focal multiple myeloma, using an Artificial intelligence based Generalizable Algorithm for mulTi-Energy CT (AGATE) method.

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Radiographs play an important role in ascertaining appropriate placement of the intra-aortic balloon pump catheter. This imaging essay highlights correct and incorrect positioning of these catheters, with emphasis on the variability of radiopaque markers used with different catheter models and on axillary versus femoral catheter placement routes. : Conventional Radiography, CT, Percutaneous, Cardiac, Vascular, Aorta, Anatomy, Cardiac Assist Devices, Catheters © RSNA, 2022.

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Objective: To characterize the extent of retention and biodistribution of gadolinium (Gd) following intra-articular (IA) injection of linear and macrocyclic gadolinium-based contrast agents (GBCAs) into the knee joint of a rat model.

Materials And Methods: Fifteen Wistar rats were divided into five groups and underwent fluoroscopically-guided injections of both knee joints of (1) clinical 1:200 dilution (low dose, LD) gadodiamide (linear GBCA), (2) LD gadobutrol (macrocyclic GBCA), (3) undiluted (high dose, HD) gadodiamide, (4) HD gadobutrol, and (5) saline. Gd concentrations were quantified by inductively coupled plasma mass spectrometry in (1) blood and urine samples obtained over a 72 h period and (2) knee joint tissues, brain, kidney, and bone marrow at 3 days post-injection.

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Background: Meniscus root tears are increasingly being recognized. Meniscal extrusion has previously been associated with medial root tears; however, the relationship between secondary meniscal restraints, such as the meniscotibial (MT) ligament, extrusion, and root tears has yet to be formally evaluated.

Purpose: To better understand the association between MT ligament competence, medial meniscal extrusion, and medial meniscus posterior root tears (MMPRTs) as well as to determine the progression of meniscal extrusion over time.

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CT attenuation thresholds that accurately distinguish enostoses from untreated osteoblastic metastases have been published. In the Mayo Clinic practices, these thresholds have been applied more broadly to distinguish benign sclerotic bone lesions other than enostoses from osteoblastic metastases. The purpose of this article is to determine if CT attenuation thresholds allow the distinguishing of benign sclerotic bone lesions from osteoblastic metastases in patients undergoing bone biopsy.

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  • The study aimed to confirm the presence of normal Pacinian corpuscles in a cadaver hand using MRI, microdissection, and histology.
  • MRI successfully identified 11 subcutaneous nodules that were later confirmed to be normal Pacinian corpuscles, while ultrasound could not visualize them.
  • The findings suggest that on MRI, these corpuscles appear as T2-hyperintense nodules near the joints and should be differentiated from pathological conditions.
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Ulnar nerve compression at the elbow, specifically the cubital tunnel, is the second most common upper extremity compression neuropathy. Many patients presenting with compression symptoms will subsequently undergo surgical intervention. We review the open surgical treatment of cubital tunnel syndrome and review the expected postoperative imaging appearance of those treatments on magnetic resonance imaging (MR), including: simple or in situ decompression, medial epicondylectomy, and anterior transposition, including subcutaneous, intramuscular, and submuscular variants.

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Objective: The purpose of this study is to describe the MR arthrogram appearance of the postoperative glenoid labrum and to describe the features consistent with recurrent tear.

Materials And Methods: We identified 30 patients who had undergone glenoid labral repair, had a subsequent MR arthrogram of his or her shoulder, and went on to repeat shoulder arthroscopy. Each MR arthrogram was reviewed blindly, and the glenoid labrum was described as normal, irregular, or torn.

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Pacinian corpuscles, the main touch receptors to pressure and vibration, are ubiquitous in the deep dermis and hypodermis of the fingers and palms. Nevertheless, their existence is largely unknown to most radiologists. We frequently noted hyperintense nodules in the palms of patients on water-sensitive MRI sequences, but were unable to explain their etiology.

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Methyl methacrylate (MMA) pulmonary embolism is a serious potential complication of percutaneous vertebroplasty. We present a case of a 28-year-old man who presented to an outside institution with pleuritic chest pain after MMA vertebroplasty of the T11 thoracic vertebra for chronic back ache secondary to a previous traumatic fracture. Multifocal MMA pulmonary embolism was identified on CT.

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Diabetes mellitus is increasingly prevalent and results in various clinically important musculoskeletal disorders affecting the limbs, feet, and spine as well as in widely recognized end-organ complications such as neuropathy, nephropathy, and retinopathy. Diabetic muscle ischemia-a self-limited disorder-may be confused with infectious or inflammatory myositis, venous thrombosis, or compartment syndrome. The absence of fever and leukocytosis, combined with the presence of bilaterally distributed lesions in multiple and often noncontiguous muscles in the legs, including the thighs, is suggestive of ischemia; by contrast, the presence of well-defined intramuscular abscesses with rimlike enhancement favors a diagnosis of infectious pyomyositis.

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