Search Results - "Polce, Evan"

Development of Machine Learning Algorithms to Predict Patient Dissatisfaction After Primary Total Knee Arthroplasty by Kunze, Kyle N., Polce, Evan M., Sadauskas, Alexander J., Levine, Brett R.

“…Postoperative dissatisfaction after primary total knee arthroplasty (TKA) that requires additional care or readmission may impose a significant financial…”
Get full text

Machine Learning Algorithms Predict Clinically Significant Improvements in Satisfaction After Hip Arthroscopy by Kunze, Kyle N., Polce, Evan M., Rasio, Jonathan, Nho, Shane J.

“…To develop machine learning algorithms to predict failure to achieve clinically significant satisfaction after hip arthroscopy. We queried a clinical…”
Get full text

A Guide for the Application of Statistics in Biomedical Studies Concerning Machine Learning and Artificial Intelligence by Polce, Evan M., Kunze, Kyle N.

“…With the plethora of machine learning (ML) analyses published in the orthopaedic literature within the last 5 years, several attempts have been made to enhance…”
Get full text

Machine Learning Algorithms Predict Functional Improvement After Hip Arthroscopy for Femoroacetabular Impingement Syndrome in Athletes by Kunze, Kyle N., Polce, Evan M., Clapp, Ian, Nwachukwu, Benedict U., Chahla, Jorge, Nho, Shane J.

“…Despite previous reports of improvements for athletes following hip arthroscopy for femoroacetabular impingement syndrome (FAIS), many do not achieve…”
Get full text

What Is the Predictive Ability and Academic Impact of the Altmetrics Score and Social Media Attention? by Kunze, Kyle N., Polce, Evan M., Vadhera, Amar, Williams, Brady T., Nwachukwu, Benedict U., Nho, Shane J., Chahla, Jorge

“…Background: Citation rate and journal impact factor have traditionally been used to assess research impact; however, these may fail to represent impact beyond…”
Get full text

Lower donor site morbidity with hamstring and quadriceps tendon autograft compared with bone-patellar tendon-bone autograft after anterior cruciate ligament reconstruction: a systematic review and network meta-analysis of randomized controlled trials by Kunze, Kyle N., Moran, Jay, Polce, Evan M., Pareek, Ayoosh, Strickland, Sabrina M., Williams, Riley J.

“…Purpose To perform a meta-analysis of RCTs evaluating donor site morbidity after bone–patellar tendon–bone (BTB), hamstring tendon (HT) and quadriceps tendon…”
Get full text

Regenerative Potential of Mesenchymal Stem Cells for the Treatment of Knee Osteoarthritis and Chondral Defects: A Systematic Review and Meta-analysis by Maheshwer, Bhargavi, Polce, Evan M., Paul, Katlynn, Williams, Brady T., Wolfson, Theodore S., Yanke, Adam, Verma, Nikhil N., Cole, Brian J., Chahla, Jorge

“…To perform a systematic review and meta-analysis evaluating the effects of mesenchymal stem cells (MSCs) on cartilage regeneration and patient-reported pain…”
Get full text

Risk Factors for Ramp Lesions of the Medial Meniscus: A Systematic Review and Meta-analysis by Kunze, Kyle N., Wright-Chisem, Joshua, Polce, Evan M., DePhillipo, Nicholas N., LaPrade, Robert F., Chahla, Jorge

“…Background: Failure to appropriately identify and repair medial meniscal ramp lesions at the time of anterior cruciate ligament (ACL) reconstruction (ACLR) may…”
Get full text

Orthopaedic Randomized Controlled Trials Published in General Medical Journals Are Associated With Higher Altmetric Attention Scores and Social Media Attention Than Nonorthopaedic Randomized Controlled Trials by Polce, Evan M., Kunze, Kyle N., Farivar, Daniel, Fu, Michael C., Nwachukwu, Benedict U., Nho, Shane J., Chahla, Jorge

“…To (1) compare the Altmetric Attention Score (AAS) and citation rates between orthopaedic and nonorthopaedic randomized controlled trials (RCTs) from 5…”
Get full text

Development and Internal Validation of Supervised Machine Learning Algorithms for Predicting Clinically Significant Functional Improvement in a Mixed Population of Primary Hip Arthroscopy by Kunze, Kyle N., Polce, Evan M., Nwachukwu, Benedict U., Chahla, Jorge, Nho, Shane J.

“…To (1) develop and validate a machine learning algorithm to predict clinically significant functional improvements after hip arthroscopy for femoroacetabular…”
Get full text

Response to “Regarding ‘Editorial Commentary: Artificial Intelligence in Sports Medicine Diagnosis Needs to Improve’” by Kunze, Kyle N., Polce, Evan M., Chahla, Jorge

Get full text

Association Between Preoperative Patient Factors and Clinically Meaningful Outcomes After Hip Arthroscopy for Femoroacetabular Impingement Syndrome: A Machine Learning Analysis by Kunze, Kyle N., Polce, Evan M., Clapp, Ian Michael, Alter, Thomas, Nho, Shane J.

“…Background: The International Hip Outcome Tool 12-Item Questionnaire (IHOT-12) has been proposed as a more appropriate outcome assessment for hip arthroscopy…”
Get full text

A Novel Fluoroscopic View for Improved Assessment of the Safety of the Posterosuperior Screw in Femoral Neck Fracture Fixation by Terhune, E. Bailey, Polce, Evan M., Williams, Joel C.

“…The purpose of the present study was to determine specific fluoroscopic views of the femoral neck to accurately identify partially extraosseous ("in-out-in";…”
Get full text

Relative Efficacy of Intra-articular Injections in the Treatment of Knee Osteoarthritis: A Systematic Review and Network Meta-analysis by Singh, Harsh, Knapik, Derrick M., Polce, Evan M., Eikani, Carlo K., Bjornstad, Amanda H., Gursoy, Safa, Perry, Allison K., Westrick, Jennifer C., Yanke, Adam B., Verma, Nikhil N., Cole, Brian J., Chahla, Jorge A.

“…Background: In younger patients and those without severe degenerative changes, the efficacy of intra-articular (IA) injections as a nonoperative modality for…”
Get full text

Efficacy and Applications of Artificial Intelligence and Machine Learning Analyses in Total Joint Arthroplasty: A Call for Improved Reporting by Polce, Evan M., Kunze, Kyle N., Dooley, Matthew S., Piuzzi, Nicolas S., Boettner, Friedrich, Sculco, Peter K.

“…There has been a considerable increase in total joint arthroplasty (TJA) research using machine learning (ML). Therefore, the purposes of this study were to…”
Get full text

Clinical and Magnetic Resonance Imaging Outcomes After Microfracture Treatment With and Without Augmentation for Focal Chondral Lesions in the Knee: A Systematic Review and Meta-analysis by Fortier, Luc M., Knapik, Derrick M., Dasari, Suhas P., Polce, Evan M., Familiari, Filippo, Gursoy, Safa, Chahla, Jorge

“…Background: Focal cartilage lesions represent a common source of knee pain and disability, with the potential for the development and progression of…”
Get full text

Machine learning algorithms predict within one size of the final implant ultimately used in total knee arthroplasty with good-to-excellent accuracy by Kunze, Kyle N., Polce, Evan M., Patel, Arpan, Courtney, P. Maxwell, Sporer, Scott M., Levine, Brett R.

“…Purpose To develop a novel machine learning algorithm capable of predicting TKA implant sizes using a large, multicenter database. Methods A consecutive series…”
Get full text

Validation and performance of a machine-learning derived prediction guide for total knee arthroplasty component sizing by Kunze, Kyle N., Polce, Evan M., Patel, Arpan, Courtney, P. Maxwell, Levine, Brett R.

“…Introduction Anticipation of patient-specific component sizes prior to total knee arthroplasty (TKA) is essential to avoid excessive cost associated with…”
Get full text

Contribution of Multimodal Analgesia to Postoperative Pain Outcomes Immediately After Primary Anterior Cruciate Ligament Reconstruction: A Systematic Review and Meta-analysis of Level 1 Randomized Clinical Trials by Maheshwer, Bhargavi, Knapik, Derrick M., Polce, Evan M., Verma, Nikhil N., LaPrade, Robert F., Chahla, Jorge

“…Background: Anterior cruciate ligament reconstruction (ACLR) is associated with moderate to severe pain in the immediate postoperative period. The optimal…”
Get full text

Adjunct Analgesia Reduces Pain and Opioid Consumption After Hip Arthroscopy: A Systematic Review of Randomized Controlled Trials by Kunze, Kyle N., Polce, Evan M., Lilly, Daniel T., Garcia, Flavio L., Cohn, Matthew R., Nho, Shane J., Chahla, Jorge

“…Background: Patients who undergo hip arthroscopy inevitably experience pain postoperatively; however, the efficacy and safety of adjunct analgesia to prevent…”
Get full text