AIMC Topic: Minimal Clinically Important Difference

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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 ...
Recovery of Function Predictive Value of Tests Treatment Outcome Minimal Clinically Important Difference Femoracetabular Impingement Sports Arthroscopy Young Adult Female Male Adult Machine Learning Algorithms Humans
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What Is the Accuracy of Three Different Machine Learning Techniques to Predict Clinical Outcomes After Shoulder Arthroplasty?

Clinical orthopaedics and related research Oct 1, 2020
BACKGROUND: Machine learning techniques can identify complex relationships in large healthcare datasets and build prediction models that better inform physicians in ways that can assist in patient treatment decision-making. In the domain of shoulder ...
Treatment Outcome Predictive Value of Tests Middle Aged Minimal Clinically Important Difference Arthroplasty, Replacement, Shoulder Range of Motion, Articular Pain Measurement Female Male Aged Humans Machine Learning
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Can Machine Learning Algorithms Predict Which Patients Will Achieve Minimally Clinically Important Differences From Total Joint Arthroplasty?

Clinical orthopaedics and related research Jun 1, 2019
BACKGROUND: Identifying patients at risk of not achieving meaningful gains in long-term postsurgical patient-reported outcome measures (PROMs) is important for improving patient monitoring and facilitating presurgical decision support. Machine learni...
Predictive Value of Tests Minimal Clinically Important Difference Disability Evaluation Middle Aged Patient Reported Outcome Measures Arthroplasty, Replacement, Hip Arthroplasty, Replacement, Knee Machine Learning Registries Female Humans Retrospective Studies Aged Male
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Editor's Spotlight/Take 5: Can Machine Learning Algorithms Predict Which Patients Will Achieve Minimally Clinically Important Differences From Total Joint Arthroplasty?

Clinical orthopaedics and related research Jun 1, 2019
Minimal Clinically Important Difference Female Retrospective Studies Male Aged Humans Machine Learning Arthroplasty, Replacement, Knee Predictive Value of Tests Middle Aged Registries Disability Evaluation Patient Reported Outcome Measures Arthroplasty, Replacement, Hip
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