Cargando…

Understanding Anterior Shoulder Instability Through Machine Learning: New Models That Predict Recurrence, Progression to Surgery, and Development of Arthritis

BACKGROUND: Management of anterior shoulder instability (ASI) aims to reduce risk of future recurrence and prevent complications via nonoperative and surgical management. Machine learning may be able to reliably provide predictions to improve decision making for this condition. PURPOSE: To develop a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lu, Yining, Pareek, Ayoosh, Wilbur, Ryan R., Leland, Devin P., Krych, Aaron J., Camp, Christopher L.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	SAGE Publications 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8649098/ https://www.ncbi.nlm.nih.gov/pubmed/34888391 http://dx.doi.org/10.1177/23259671211053326

Ejemplares similares

Long Term Outcomes of Anterior Shoulder Instability in Throwers and Overhead Athletes at a Mean Follow-up of 15 years (240)
por: Shirley, Matthew, et al.
Publicado: (2021)

A Machine Learning Algorithm Outperforms Traditional Multiple Regression to Predict Risk of Unplanned Overnight Stay Following Outpatient Medial Patellofemoral Ligament Reconstruction
por: Ezuma, Chimere O., et al.
Publicado: (2022)

Anterior Shoulder Instability: Outcome of Initial Non-operative Treatment in 739 patients with a mean follow up of 15 years
por: Bernard, Christopher, et al.
Publicado: (2020)

Incidence of and Risk Factors for Glenohumeral Osteoarthritis following Anterior Shoulder Instability: A U.S. Population-Based Study with an Average 15-year Follow-up
por: Leland, Devin, et al.
Publicado: (2020)

Significant Changes in the Diagnosis, Injury Severity and Treatment for Anterior Shoulder Instability Over Time in a U.S. Population
por: Leland, Devin P., et al.
Publicado: (2020)

Paper 88: The Natural History of Anterior Shoulder Instability in Patients Over the Age of 50: A Population Based Study
por: Wilbur, Ryan, et al.
Publicado: (2022)

Machine Learning Model Identifies Increased Operative Time and Greater BMI as Predictors for Overnight Admission After Outpatient Hip Arthroscopy
por: Song, Bryant M., et al.
Publicado: (2021)

Patients Aged >50 Years With Anterior Shoulder Instability Have a Decreased Risk of Recurrent Dislocation After Operative Treatment Compared With Non-Operative Treatment
por: Smartt, Anne A., et al.
Publicado: (2023)

Paper 43: Defining and Predicting the “Optimal Observed Outcome” Following Surgical Treatment of Anterior Shoulder Instability: A Machine Learning Clustering Analysis of 200 patients with 11-year mean follow up.
por: Till, Sara, et al.
Publicado: (2023)

Incidence of and Risk Factors for Glenohumeral Osteoarthritis After Anterior Shoulder Instability: A US Population–Based Study With Average 15-Year Follow-up
por: Kruckeberg, Bradley M., et al.
Publicado: (2020)

Open Shoulder Stabilization for Instability: Anterior Labral Repair With Capsular Shift
por: Carlson Strother, Courtney R., et al.
Publicado: (2019)

Artificial Intelligence Can Define and Predict the "Optimal Observed Outcome" After Anterior Shoulder Instability Surgery: An Analysis of 200 Patients With 11-Year Mean Follow-Up
por: Till, Sara E., et al.
Publicado: (2023)

Paper 91: Anteroinferior Glenoid Rim Fractures in Shoulder Instability Patients Over 50: A Matched Cohort Analysis of Risk Factors, Treatment Strategies, and Outcomes
por: Smartt, Anne, et al.
Publicado: (2022)

Paper 54: MPFL Repair has a Higher Failure Rate at Long-term Follow-up compared to MPFL Reconstruction for Recurrent Patellar Instability
por: Wilbur, Ryan, et al.
Publicado: (2022)

Are Baseball Statistics an Appropriate Tool for Assessing Return to Play in Injured Players: An Analysis of Statistically Variability in Healthy Players Using a Machine Learning Approach
por: Pareek, Ayoosh, et al.
Publicado: (2019)

Although Surgical Techniques Differ, Similar Outcomes Can Be Obtained When Operating After Single Versus Multiple Anterior Shoulder Dislocations
por: Bernard, Christopher D., et al.
Publicado: (2020)

Anteroinferior Glenoid Rim Fractures Are a Relatively Common Finding in Shoulder Instability Patients Aged 50 Years or Older but May Not Portend a Worse Prognosis
por: Song, Bryant M., et al.
Publicado: (2022)

Natural History of First-Time Anterior Shoulder Dislocation in Patients Older Than 50 Years: A Study of 179 Patients With a Mean Follow-up of 11 Years
por: Smartt, Anne A., et al.
Publicado: (2022)

Mini-Open Latarjet Procedure for Recurrent Anterior Shoulder Instability
por: Mercier, Numa, et al.
Publicado: (2011)

FUNCTIONAL ASSESSMENT OF ARTHROSCOPIC REPAIR FOR RECURRENT ANTERIOR SHOULDER INSTABILITY
por: de Almeida Filho, Ildeu Afonso, et al.
Publicado: (2015)

Does Labral Reconstruction Prevent Osteoarthritis After Posterior Shoulder Instability: A Population-Based Study
por: Lee, Julia, et al.
Publicado: (2018)

Improved 2-Year Freedom from Arthroplasty in Patients with High-Risk SIFK Scores and Medial Knee Osteoarthritis Treated with an Implantable Shock Absorber versus Non-Operative Care
por: Pareek, Ayoosh, et al.
Publicado: (2023)

Traumatic anterior instability of the shoulder()
por: Rosa, João Roberto Polydoro, et al.
Publicado: (2017)

Posterior Shoulder Instability but Not Anterior Shoulder Instability Is Related to Glenoid Version
por: Moore, Thomas K., et al.
Publicado: (2023)

Comparison of Posterior Cruciate Ligament Reconstruction Using an All-Inside Technique With and Without Independent Suture Tape Reinforcement
por: Therrien, Erik, et al.
Publicado: (2022)

Effects of Glenoid and Humeral Bone Defects on Recurrent Anterior Instability of the Shoulder
por: Park, In, et al.
Publicado: (2020)

Open Trillat Procedure for Recurrent Anterior Instability of the Shoulder in Elderly Patients
por: Housset, Victor, et al.
Publicado: (2021)

Evaluation of Oxford instability shoulder score, Western Ontario shoulder instability Index and Euroqol in patients with slap (superior labral anterior posterior) lesions or recurrent anterior dislocations of the shoulder
por: Skare, Øystein, et al.
Publicado: (2013)

Clinical Outcomes of Medial Meniscus Posterior Root Tears: High Rates of Subsequent Surgery and Worsening Arthritis at 5 Year Follow-Up
por: Krych, Aaron John, et al.
Publicado: (2016)

Machine Learning for Predicting Lower Extremity Muscle Strain in National Basketball Association Athletes
por: Lu, Yining, et al.
Publicado: (2022)

Non-operative Management of Posterior Shoulder Instability: An Assessment of Survival and Predictors for Conversion to Surgery at 1 to 13 Years After Diagnosis
por: Woodmass, Jarret Murray, et al.
Publicado: (2018)

Anterior Shoulder Instability in the Military Athlete
por: Waterman, Brian, et al.
Publicado: (2016)

Arthroscopic Findings in Anterior Shoulder Instability
por: Hantes, Michael, et al.
Publicado: (2017)

Natural History of Anterior Shoulder Instability
por: Carpinteiro, Eduardo Palma, et al.
Publicado: (2017)

Arthroscopy Limits on Anterior Shoulder Instability
por: Simmer Filho, Jair, et al.
Publicado: (2021)

Decision-Making in Anterior Shoulder Instability
por: Kholinne, Erica
Publicado: (2023)

Fixation devices for anterior shoulder instability
por: Collins, Lacee K., et al.
Publicado: (2023)

The Instability Severity Index Score Revisited: Evaluation of 217 Consecutive Cases of Recurrent Anterior Shoulder Instability
por: Provencher, Matthew T., et al.
Publicado: (2019)

Risk Factors for Recurrent Shoulder Instability after Arthroscopic Revision Anterior Stabilization
por: Su, Favian, et al.
Publicado: (2018)

Management of bone loss in recurrent traumatic anterior shoulder instability: a survey of North American surgeons
por: Bois, Aaron J., et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_b10b6iahsh1jfctji0708dt81l