AIMC Topic: Arthroscopy

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Arthroscopy-validated Diagnostic Performance of 7-Minute Five-Sequence Deep Learning Super-Resolution 3-T Shoulder MRI.

Radiology Feb 1, 2025
Background Deep learning (DL) methods enable faster shoulder MRI than conventional methods, but arthroscopy-validated evidence of good diagnostic performance is scarce. Purpose To validate the clinical efficacy of 7-minute threefold parallel imaging ...
Humans Retrospective Studies Female Reproducibility of Results Deep Learning Magnetic Resonance Imaging Arthroscopy Shoulder Joint Aged Adult Male Middle Aged
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Deep Learning Superresolution for Simultaneous Multislice Parallel Imaging-Accelerated Knee MRI Using Arthroscopy Validation.

Radiology Jan 1, 2025
Background Deep learning (DL) methods can improve accelerated MRI but require validation against an independent reference standard to ensure robustness and accuracy. Purpose To validate the diagnostic performance of twofold-simultaneous-multislice (S...
Knee Joint Arthroscopy Knee Injuries Prospective Studies Female Reproducibility of Results Adult Male Middle Aged Humans Deep Learning Magnetic Resonance Imaging
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A Systematic Review on Deep Learning Model in Computer-aided Diagnosis for Anterior Cruciate Ligament Injury.

Current medical imaging Jan 1, 2024
INTRODUCTION: In developing Computer-Aided Diagnosis (CAD), a Convolutional Neural Network (CNN) has been commonly used as a Deep Learning (DL) model. Although it is still early, DL has excellent potential in implementing computers in medical diagnos...
Magnetic Resonance Imaging Humans Arthroscopy Anterior Cruciate Ligament Injuries Diagnosis, Computer-Assisted Deep Learning
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[Management of the nondisplaced type Herbert D1 scaphoid fracture with robot navigation combined with wrist arthroscopy].

Zhonghua yi xue za zhi Feb 22, 2022
To investigate the feasibility and the clinical efficiency of robot navigation combined with wrist arthroscopy in minimally invasive treatment of nondisplaced type Herbert D1 scaphoid fracture. A retrospective analysis was performed on 9 patients who...
Humans Retrospective Studies Wrist Range of Motion, Articular Arthroscopy Scaphoid Bone Treatment Outcome Fractures, Bone Fracture Fixation, Internal Robotics
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Machine Learning Algorithms Predict Functional Improvement After Hip Arthroscopy for Femoroacetabular Impingement Syndrome in Athletes.

The Journal of bone and joint surgery. American volume Jun 16, 2021
BACKGROUND: Despite previous reports of improvements for athletes following hip arthroscopy for femoroacetabular impingement syndrome (FAIS), many do not achieve clinically relevant outcomes. The purpose of this study was to develop machine learning ...
Minimal Clinically Important Difference Femoracetabular Impingement Predictive Value of Tests Arthroscopy Sports Algorithms Adult Humans Female Male Young Adult Machine Learning Treatment Outcome Recovery of Function
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Editorial Commentary: Predicting Satisfaction After Hip Arthroscopy Using Machine Learning: What Do Treadmills and Black Boxes Have to Do With Arthroscopy?

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association Apr 1, 2021
The use of advanced statistical methods and artificial intelligence including machine learning enables researchers to identify preoperative characteristics predictive of patients achieving minimal clinically important differences in health outcomes a...
Personal Satisfaction Arthroscopy Artificial Intelligence Machine Learning Algorithms Humans
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Deep Convolutional Neural Network-Based Diagnosis of Anterior Cruciate Ligament Tears: Performance Comparison of Homogenous Versus Heterogeneous Knee MRI Cohorts With Different Pulse Sequence Protocols and 1.5-T and 3-T Magnetic Field Strengths.

Investigative radiology Aug 1, 2020
OBJECTIVES: The aim of this study was to clinically validate a Deep Convolutional Neural Network (DCNN) for the detection of surgically proven anterior cruciate ligament (ACL) tears in a large patient cohort and to analyze the effect of magnetic reso...
Deep Learning Cohort Studies Female Image Processing, Computer-Assisted Adult Magnetic Resonance Imaging Sensitivity and Specificity Arthroscopy Male Magnetic Fields Humans Anterior Cruciate Ligament Injuries Retrospective Studies
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Can Predictive Modeling Tools Identify Patients at High Risk of Prolonged Opioid Use After ACL Reconstruction?

Clinical orthopaedics and related research Jul 1, 2020
BACKGROUND: Machine-learning methods such as the Bayesian belief network, random forest, gradient boosting machine, and decision trees have been used to develop decision-support tools in other clinical settings. Opioid abuse is a problem among civili...
Treatment Outcome Pain, Postoperative Opioid-Related Disorders Drug Administration Schedule Databases, Factual Humans Military Medicine Retrospective Studies Arthroscopy Machine Learning Clinical Decision-Making Anterior Cruciate Ligament Injuries Adult Decision Support Techniques Female Anterior Cruciate Ligament Reconstruction Male Reproducibility of Results Risk Assessment Narcotic Antagonists Risk Factors Time Factors Young Adult
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Dexamethasone Versus Ketamine in the Interscalene Block in Patients Undergoing Arthroscopic Shoulder Surgery: A Randomized Double-Blinded Study.

Asian journal of anesthesiology Dec 1, 2018
OBJECTIVE: Arthroscopic shoulder surgery (ASS) is often followed by severe pain. Interscalene brachial plexus block (ISB) was used to relieve such pain. The aim of the study was to compare the effect of adding either dexamethasone or ketamine to ISB ...
Ketamine Male Humans Dexamethasone Middle Aged Female Arthroscopy Double-Blind Method Adult Pain, Postoperative Brachial Plexus Block Shoulder
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Efficacy, chondrotoxicity and plasma concentrations of tramadol following intra-articular administration in horses undergoing arthroscopy: preliminary findings.

The veterinary quarterly Dec 1, 2018
Intra-articular administration of analgesics is performed to ensure good perioperative pain management avoiding undesirable systemic effects. To evaluate the effect of intra-articular injection of tramadol on postoperative pain after arthroscopy in h...
Horse Diseases Arthroscopy Injections, Intra-Articular Joint Diseases Pain Horses Random Allocation Tramadol Animals Analgesics, Opioid
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