AIMC Topic: Shoulder Dislocation

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Methodology and development of a machine learning probability calculator: Data heterogeneity limits ability to predict recurrence after arthroscopic Bankart repair.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA Sep 26, 2024
PURPOSE: The aim of this study was to develop and train a machine learning (ML) algorithm to create a clinical decision support tool (i.e., ML-driven probability calculator) to be used in clinical practice to estimate recurrence rates following an ar...
Humans Machine Learning Algorithms Retrospective Studies Female Risk Factors Adult Male Arthroscopy Recurrence Joint Instability Shoulder Dislocation Bankart Lesions
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Glenoid segmentation from computed tomography scans based on a 2-stage deep learning model for glenoid bone loss evaluation.

Journal of shoulder and elbow surgery Jun 10, 2023
BACKGROUND: The best-fitting circle drawn by computed tomography (CT) reconstruction of the en face view of the glenoid bone to measure the bone defect is widely used in clinical application. However, there are still some limitations in practical app...
Humans Retrospective Studies Tomography, X-Ray Computed Deep Learning Imaging, Three-Dimensional Shoulder Joint Joint Instability Shoulder Dislocation
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Detecting upper extremity native joint dislocations using deep learning: A multicenter study.

Clinical imaging Sep 24, 2022
OBJECTIVE: Joint dislocations are orthopedic emergencies that require prompt intervention. Automatic identification of these injuries could help improve timely patient care because diagnostic delays increase the difficulty of reduction. In this study...
Humans Neural Networks, Computer Deep Learning Joint Dislocations Upper Extremity Shoulder Dislocation
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Design and Preliminary Evaluation of a Novel Robotic System for Anterior Shoulder Reduction.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Shoulder dislocations are the most common dislocations and there is a demand for a novel traction device for reducing anterior shoulder dislocations, which can be handled easily without a need for sedation or prolonged observation and recovery. Hence...
Robotics Manipulation, Orthopedic Shoulder Dislocation
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