AIMC Topic: Shoulder Joint

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Exactech Equinoxe anatomic versus reverse total shoulder arthroplasty for primary osteoarthritis: case controlled comparisons using the machine learning-derived Shoulder Arthroplasty Smart score.

Journal of shoulder and elbow surgery Oct 29, 2022
BACKGROUND: The role of reverse total shoulder arthroplasty (rTSA) for glenohumeral osteoarthritis (GHOA) with an intact rotator cuff remains unclear with prior investigations demonstrating similar patient-reported outcome measures (PROMs) to anatomi...
Aged Male Middle Aged Machine Learning Retrospective Studies Female Patient Reported Outcome Measures Shoulder Joint Arthroplasty, Replacement, Shoulder Case-Control Studies Osteoarthritis Range of Motion, Articular Humans
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Application of deep learning-based image reconstruction in MR imaging of the shoulder joint to improve image quality and reduce scan time.

European radiology Sep 27, 2022
OBJECTIVES: To compare the image quality and diagnostic performance of conventional motion-corrected periodically rotated overlapping parallel line with enhanced reconstruction (PROPELLER) MRI sequences with post-processed PROPELLER MRI sequences usi...
Deep Learning Humans Prospective Studies Artifacts Image Processing, Computer-Assisted Shoulder Joint Magnetic Resonance Imaging
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Measuring the critical shoulder angle on radiographs: an accurate and repeatable deep learning model.

Skeletal radiology Mar 28, 2022
PURPOSE: Since the critical shoulder angle (CSA) is considered a risk factor for shoulder pathology and the intra- and inter-rater variabilities in its calculation are not negligible, we developed a deep learning model that calculates it automaticall...
Humans Retrospective Studies Shoulder Joint Deep Learning Radiography Shoulder
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Convolutional LSTM: a deep learning approach to predict shoulder joint reaction forces.

Computer methods in biomechanics and biomedical engineering Mar 2, 2022
We developed a Convolutional LSTM (ConvLSTM) network to predict shoulder joint reaction forces using 3D shoulder kinematics data containing 30 different shoulder activities from eight human subjects. We considered simulation outcomes from the AnyBody...
Humans Computer Simulation Shoulder Joint Deep Learning Muscle, Skeletal Shoulder
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Novel robotic technology for the rapid intraoperative manufacture of patient-specific instrumentation allowing for improved glenoid component accuracy in shoulder arthroplasty: a cadaveric study.

Journal of shoulder and elbow surgery Oct 5, 2021
BACKGROUND: Accurate prosthesis placement in arthroplasty is an important factor in the long-term success of these interventions. Many types of guidance technology have been described to date often suffering from high costs, complex theater integrati...
Arthroplasty, Replacement, Shoulder Cadaver Shoulder Joint Arthroplasty Humans Imaging, Three-Dimensional Robotics Surgery, Computer-Assisted
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Image Quality and Diagnostic Performance of Accelerated Shoulder MRI With Deep Learning-Based Reconstruction.

AJR. American journal of roentgenology Sep 15, 2021
Shoulder MRI using standard multiplanar sequences requires long scan times. Accelerated sequences have tradeoffs in noise and resolution. Deep learning-based reconstruction (DLR) may allow reduced scan time with preserved image quality. The purpose...
Shoulder Joint Shoulder Injuries Deep Learning Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Sensitivity and Specificity Male Middle Aged Humans Retrospective Studies Female Reproducibility of Results
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Improving data acquisition speed and accuracy in sport using neural networks.

Journal of sports sciences Oct 14, 2020
Video analysis is used in sport to derive kinematic variables of interest but often relies on time-consuming tracking operations. The purpose of this study was to determine speed, accuracy and reliability of 2D body landmark digitisation by a neural ...
Humans Neural Networks, Computer Female Shoulder Joint Reproducibility of Results Knee Joint Biomechanical Phenomena Time and Motion Studies Young Adult Swimming Male Adult Hip Joint Adolescent
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Shoulder training using shoulder assistive robot in a patient with shoulder elevation dysfunction: A case report.

Journal of orthopaedic science : official journal of the Japanese Orthopaedic Association Jan 31, 2020
Range of Motion, Articular Shoulder Shoulder Joint Humans Robotics Upper Extremity
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Using Deep Learning in Ultrasound Imaging of Bicipital Peritendinous Effusion to Grade Inflammation Severity.

IEEE journal of biomedical and health informatics Jan 22, 2020
Inflammation of the long head of the biceps tendon is a common cause of shoulder pain. Bicipital peritendinous effusion (BPE) is the most common biceps tendon abnormality and is related to various shoulder injuries. Physicians usually use ultrasound ...
Deep Learning Shoulder Joint Humans Shoulder Pain Ultrasonography Neural Networks, Computer Muscular Diseases Muscle, Skeletal Inflammation Image Interpretation, Computer-Assisted Tendons
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Mobile technology and telemedicine for shoulder range of motion: validation of a motion-based machine-learning software development kit.

Journal of shoulder and elbow surgery Mar 7, 2018
BACKGROUND: Mobile technology offers the prospect of delivering high-value care with increased patient access and reduced costs. Advances in mobile health (mHealth) and telemedicine have been inhibited by the lack of interconnectivity between devices...
Arthrometry, Articular Mobile Applications Rotation Telemedicine Range of Motion, Articular Humans Adult Shoulder Joint Machine Learning Male Movement Female Smartphone
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