Evan M Polce

Affiliations

Division of Adult Reconstruction, Department of Orthopaedic Surgery, Rush University Medical Center, Chicago, IL.

Publications (50)

Development of Machine Learning Algorithms to Predict Patient Dissatisfaction After Primary Total Knee Arthroplasty.

The Journal of arthroplasty

Avec: Kyle N Kunze , Alexander J Sadauskas , Brett R Levine

Development of supervised machine learning algorithms for prediction of satisfaction at 2 years following total shoulder arthroplasty.

Journal of shoulder and elbow surgery

Avec: Kyle N Kunze , Michael C Fu , Grant E Garrigues , Brian Forsythe , Gregory P Nicholson , Brian J Cole , Nikhil N Verma

Relative Efficacy of Intra-articular Injections in the Treatment of Knee Osteoarthritis: A Systematic Review and Network Meta-analysis.

The American journal of sports medicine

Avec: Harsh Singh , Derrick M Knapik , Carlo K Eikani , Amanda H Bjornstad , Safa Gursoy , Allison K Perry , Jennifer C Westrick , Adam B Yanke , Nikhil N Verma , Brian J Cole , Jorge A Chahla

Efficacy and Applications of Artificial Intelligence and Machine Learning Analyses in Total Joint Arthroplasty: A Call for Improved Reporting.

The Journal of bone and joint surgery. American volume

Avec: Kyle N Kunze , Matthew S Dooley , Nicolas S Piuzzi , Friedrich Boettner , Peter K Sculco

High social media attention scores are not reflective of study quality: an altmetrics-based content analysis.

Internal and emergency medicine

Avec: Kyle Nash Kunze , Joseph Emanuele Manzi , Evan Michael Polce , Amar Vadhera , Mohit Bhandari , Nicolas Santiago Piuzzi

Determining the Time Required to Achieve Clinically Significant Outcomes on the PROMIS Upper Extremity Questionnaire After Arthroscopic Rotator Cuff Repair.

Orthopaedic journal of sports medicine

Avec: Amar S Vadhera , Michael C Fu , Harsh Singh , Eric D Haunschild , Grant E Garrigues , Adam B Yanke , Brian Forsythe , Brian J Cole , Nikhil N Verma

Lateral meniscus posterior root repair in the setting of anterior cruciate ligament reconstruction restores joint mechanics to the intact state and improves clinical function: a systematic review of biomechanical and clinical outcomes.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA

Avec: Allison K Perry , Derrick M Knapik , Bhargavi Maheshwer , Alexander J Hodakowski , Garrett Jackson , Safa Gursoy , Jorge Chahla

Development and Internal Validation of Supervised Machine Learning Algorithms for Predicting Clinically Significant Functional Improvement in a Mixed Population of Primary Hip Arthroscopy.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association

Avec: Kyle N Kunze , Benedict U Nwachukwu , Jorge Chahla , Shane J Nho

Risk Factors for Ramp Lesions of the Medial Meniscus: A Systematic Review and Meta-analysis.

The American journal of sports medicine

Avec: Kyle N Kunze , Joshua Wright-Chisem , Nicholas N DePhillipo , Robert F LaPrade , Jorge Chahla

No Differences in Hip Joint Space Measurements Between Weightbearing or Supine Anteroposterior Pelvic Radiographs.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association

Avec: Felipe S Bessa , Brady T Williams , Bhargavi Maheshwer , Joel C Williams , Shane J Nho , Jorge Chahla

Adjunct Analgesia Reduces Pain and Opioid Consumption After Hip Arthroscopy: A Systematic Review of Randomized Controlled Trials.

The American journal of sports medicine

Avec: Kyle N Kunze , Daniel T Lilly , Flavio L Garcia , Matthew R Cohn , Shane J Nho , Jorge Chahla

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.

The American journal of sports medicine

Avec: Luc M Fortier , Derrick M Knapik , Suhas P Dasari , Filippo Familiari , Safa Gursoy , Jorge Chahla

Patient compliance and satisfaction with topical benzoyl peroxide gel prior to shoulder surgery.

JSES international

Avec: Eric J Cotter , Ernesto Polania-Gonzalez , Brian F Grogan

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.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA

Avec: Kyle N Kunze , Jay Moran , Ayoosh Pareek , Sabrina M Strickland , Riley J Williams

Efficacy and Validity of Orthopaedic Simulators in Surgical Training: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.

The Journal of the American Academy of Orthopaedic Surgeons

Avec: Kyle N Kunze , Brady T Williams , Laura M Krivicich , Bhargavi Maheshwer , Alexander Beletsky , Matthew R Cohn , Monica Kogan , Jorge Chahla

High Rate of Return to Work by 3 Months Following Latarjet for Anterior Shoulder Instability.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association

Avec: Avinesh Agarwalla , Anirudh K Gowd , Joseph N Liu , Grant H Garcia , Allison K Perry , Brian J Cole , Anthony A Romeo , Nikhil N Verma

Outcomes and Survivorship After Arthroscopic Treatment of Glenohumeral Arthritis: A Systematic Review.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association

Avec: Brady T Williams , Alexander Beletsky , Kyle N Kunze , Brian J Cole , Nikhil N Verma , Jorge Chahla

Incidence of Research Gap Years in Orthopaedic Residency Applicants: The New Standard?

Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews

Avec: Eric J Cotter , Eric Lee , Kathryn L Williams , Andrea M Spiker , Brian F Grogan , Gerald J Lang

Preparation Methods and Clinical Outcomes of Platelet-Rich Plasma for Intra-articular Hip Disorders: A Systematic Review and Meta-analysis of Randomized Clinical Trials.

Orthopaedic journal of sports medicine

Avec: Flávio Luís Garcia , Brady T Williams , Daniel B Heller , Zachary S Aman , Benedict U Nwachukwu , Shane J Nho , Jorge Chahla

Validation and performance of a machine-learning derived prediction guide for total knee arthroplasty component sizing.

Archives of orthopaedic and trauma surgery

Avec: Kyle N Kunze , Arpan Patel , P Maxwell Courtney , Brett R Levine

Machine Learning Predicts Femoral and Tibial Implant Size Mismatch for Total Knee Arthroplasty.

Arthroplasty today

Avec: Kyle N Kunze , Katlynn M Paul , Brett R Levine

The Efficacy of Platelet-Rich Plasma for Ligament Injuries: A Systematic Review of Basic Science Literature With Protocol Quality Assessment.

Orthopaedic journal of sports medicine

Avec: Kyle N Kunze , Jeevana J Pakanati , Amar S Vadhera , Brady T Williams , Kevin C Parvaresh , Jorge Chahla

Current State of Research Gap-Years in Orthopedic Surgery Residency Applicants: Program Directors' Perspectives.

The Iowa orthopaedic journal

Avec: Eric J Cotter , Kathryn L Williams , Andrea M Spiker , Brian F Grogan , Gerald J Lang

A machine learning analysis of patient and imaging factors associated with achieving clinically substantial outcome improvements following total shoulder arthroplasty: Implications for selecting anatomic or reverse prostheses.

Shoulder & elbow

Avec: Kyle N Kunze , Aimee Bobko , Joshua I Mathew , Joseph E Manzi , Allen Nicholson , Anthony Finocchiaro , Jennifer Estrada , Jacob Zeitlin , Blake Meza , Samuel Taylor , Theodore A Blaine , Russell F Warren , Michael C Fu , Joshua S Dines , Lawrence V Gulotta

What Is the Predictive Ability and Academic Impact of the Altmetrics Score and Social Media Attention?

The American journal of sports medicine

Avec: Kyle N Kunze , Amar Vadhera , Brady T Williams , Benedict U Nwachukwu , Shane J Nho , Jorge Chahla

Application of Machine Learning Algorithms to Predict Clinically Meaningful Improvement After Arthroscopic Anterior Cruciate Ligament Reconstruction.

Orthopaedic journal of sports medicine

Avec: Kyle N Kunze , Anil S Ranawat , Per-Henrik Randsborg , Riley J Williams , Answorth A Allen , Benedict U Nwachukwu , Auteur inconnu , Andrew Pearle , Beth S Stein , David Dines , Anne Kelly , Bryan Kelly , Howard Rose , Michael Maynard , Sabrina Strickland , Struan Coleman , Jo Hannafin , John MacGillivray , Robert Marx , Russell Warren , Scott Rodeo , Stephen Fealy , Stephen O'Brien , Thomas Wickiewicz , Joshua S Dines , Frank Cordasco , David Altcheck

Patients undergoing anatomic total shoulder arthroplasty achieve clinically significant outcomes faster than those undergoing reverse shoulder arthroplasty.

Journal of shoulder and elbow surgery

Avec: Justin Drager , Michael Fu , Michael Nemsick , Hailey P Huddleston , Brian Forsythe , Gregory P Nicholson , Brian J Cole , Nikhil N Verma , Grant E Garrigues

Is There a Role for Ultrasound in Hip Arthroscopy? A Systematic Review.

Arthroscopy, sports medicine, and rehabilitation

Avec: Brady T Williams , Amar Vadhera , Bhargavi Maheshwer , Michael J Salata , Richard C Mather , Shane J Nho , Jorge Chahla

Systematic Review of Sleep Quality Before and After Arthroscopic Rotator Cuff Repair: Are Improvements Experienced and Maintained?

Orthopaedic journal of sports medicine

Avec: Kyle N Kunze , Kamran Movasagghi , David M Rossi , Matthew R Cohn , Aditya V Karhade , Jorge Chahla

Establishing the Minimal Clinically Important Difference and Patient-Acceptable Symptomatic State After Arthroscopic Meniscal Repair and Associated Variables for Achievement.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association

Avec: Bhargavi Maheshwer , Stephanie E Wong , Katlynn Paul , Brian Forsythe , Charles Bush-Joseph , Bernard R Bach , Adam B Yanke , Brian J Cole , Nikhil N Verma , Jorge Chahla

Establishing Clinically Significant Outcomes After Anterior Cruciate Ligament Reconstruction in Pediatric Patients.

Journal of pediatric orthopedics

Avec: Bhargavi Maheshwer , Kevin C Parvaresh , Katlynn Paul , Adam B Yanke , Brian Forsythe , Charles A Bush-Joseph , Bernard R Bach , Brian J Cole , Nikhil N Verma , Monica Kogan , Jorge Chahla

Comparison of Surgical Time, Short-term Adverse Events, and Implant Placement Accuracy Between Manual, Robotic-assisted, and Computer-navigated Total Hip Arthroplasty: A Network Meta-analysis of Randomized Controlled Trials.

Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews

Avec: Kyle N Kunze , Patawut Bovonratwet , Katlynn Paul , Peter K Sculco

Machine Learning Algorithms Predict Prolonged Opioid Use in Opioid-Naïve Primary Hip Arthroscopy Patients.

Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews

Avec: Kyle N Kunze , Thomas D Alter , Shane J Nho

Complication rates and outcomes after outpatient shoulder arthroplasty: a systematic review.

JSES international

Avec: Hailey P Huddleston , Nabil Mehta , Brady T Williams , Michael C Fu , Adam B Yanke , Nikhil N Verma

External Validation of a Machine Learning Algorithm for Predicting Clinically Meaningful Functional Improvement After Arthroscopic Hip Preservation Surgery.

The American journal of sports medicine

Avec: Kyle N Kunze , Austin Kaidi , Sophia Madjarova , Anil S Ranawat , Danyal H Nawabi , Bryan T Kelly , Shane J Nho , Benedict U Nwachukwu

Single-stage autologous cartilage repair results in positive patient-reported outcomes for chondral lesions of the knee: a systematic review.

Journal of ISAKOS : joint disorders & orthopaedic sports medicine

Avec: Suhas P Dasari , Harkirat Jawanda , Enzo S Mameri , Luc M Fortier , Benjamin Kerzner , Safa Gursoy , Mario Hevesi , Zeeshan A Khan , Garrett R Jackson , Brian J Cole , Adam B Yanke , Nikhil N Verma , Jorge Chahla

Establishing clinically significant outcome thresholds for the Single Assessment Numeric Evaluation 2 years following total shoulder arthroplasty.

Journal of shoulder and elbow surgery

Avec: Matthew R Cohn , Kyle N Kunze , Michael Nemsick , Grant E Garrigues , Brian Forsythe , Gregory P Nicholson , Brian J Cole , Nikhil N Verma

The Patient Acceptable Symptomatic State in Primary Anterior Cruciate Ligament Reconstruction: Predictors of Achievement.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association

Avec: Alexander Beletsky , Edmund Naami , Yining Lu , Benedict U Nwachukwu , Kelechi R Okoroha , Jorge Chahla , Adam B Yanke , Brian Forsythe , Brian J Cole , Nikhil N Verma

Regenerative Potential of Mesenchymal Stem Cells for the Treatment of Knee Osteoarthritis and Chondral Defects: A Systematic Review and Meta-analysis.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association

Avec: Bhargavi Maheshwer , Katlynn Paul , Brady T Williams , Theodore S Wolfson , Adam Yanke , Nikhil N Verma , Brian J Cole , Jorge Chahla

Return to sport following Latarjet glenoid reconstruction for anterior shoulder instability.

Journal of shoulder and elbow surgery

Avec: Anirudh K Gowd , Joseph N Liu , Avinesh Agarwalla , Grant H Garcia , Gregory P Nicholson , Brian J Cole , Anthony A Romeo , Nikhil N Verma

Machine Learning Algorithms Predict Functional Improvement After Hip Arthroscopy for Femoroacetabular Impingement Syndrome in Athletes.

The Journal of bone and joint surgery. American volume

Avec: Kyle N Kunze , Ian Clapp , Benedict U Nwachukwu , Jorge Chahla , Shane J Nho

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.

The American journal of sports medicine

Avec: Bhargavi Maheshwer , Derrick M Knapik , Nikhil N Verma , Robert F LaPrade , Jorge Chahla

Machine Learning Algorithms Predict Clinically Significant Improvements in Satisfaction After Hip Arthroscopy.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association

Avec: Kyle N Kunze , Jonathan Rasio , Shane J Nho

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.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association

Avec: Kyle N Kunze , Daniel Farivar , Michael C Fu , Benedict U Nwachukwu , Shane J Nho , Jorge Chahla

Machine learning algorithms predict within one size of the final implant ultimately used in total knee arthroplasty with good-to-excellent accuracy.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA

Avec: Kyle N Kunze , Arpan Patel , P Maxwell Courtney , Scott M Sporer , Brett R Levine

Association Between Preoperative Patient Factors and Clinically Meaningful Outcomes After Hip Arthroscopy for Femoroacetabular Impingement Syndrome: A Machine Learning Analysis.

The American journal of sports medicine

Avec: Kyle N Kunze , Ian Michael Clapp , Thomas Alter , Shane J Nho

A Novel Fluoroscopic View for Improved Assessment of the Safety of the Posterosuperior Screw in Femoral Neck Fracture Fixation.

The Journal of bone and joint surgery. American volume

Avec: E Bailey Terhune , Joel C Williams

Development and internal validation of machine learning algorithms for predicting complications after primary total hip arthroplasty.

Archives of orthopaedic and trauma surgery

Avec: Kyle N Kunze , Aditya V Karhade , Joseph H Schwab , Brett R Levine

A Guide for the Application of Statistics in Biomedical Studies Concerning Machine Learning and Artificial Intelligence.

Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association

Avec: Kyle N Kunze

Preoperative symptom duration does not affect clinical outcomes after high tibial osteotomy at a minimum of 2-year follow-up.

Journal of ISAKOS : joint disorders & orthopaedic sports medicine

Avec: Amar S Vadhera , Brady T Williams , Bhargavi Maheshwer , Robert O'Donnell , Adam B Yanke , Brian Forsythe , Brian J Cole , Jorge Chahla

Réseau de co-auteurs

Kyle N Kunze 27 collaborations

Jorge Chahla 22 collaborations

Nikhil N Verma 15 collaborations

Brian J Cole 14 collaborations

Shane J Nho 12 collaborations

Brady T Williams 10 collaborations

Bhargavi Maheshwer 9 collaborations

Brian Forsythe 8 collaborations

Adam B Yanke 8 collaborations

Benedict U Nwachukwu 8 collaborations

Brett R Levine 5 collaborations

Michael C Fu 5 collaborations

Grant E Garrigues 4 collaborations

Gregory P Nicholson 4 collaborations

Derrick M Knapik 4 collaborations

Safa Gursoy 4 collaborations

Matthew R Cohn 4 collaborations

Katlynn Paul 4 collaborations

Allison K Perry 3 collaborations

Amar Vadhera 3 collaborations

Amar S Vadhera 3 collaborations

Eric J Cotter 3 collaborations

Brian F Grogan 3 collaborations

Alexander Beletsky 3 collaborations

Harsh Singh 2 collaborations

Peter K Sculco 2 collaborations

Robert F LaPrade 2 collaborations

Joel C Williams 2 collaborations

Luc M Fortier 2 collaborations

Suhas P Dasari 2 collaborations

Riley J Williams 2 collaborations

Monica Kogan 2 collaborations

Avinesh Agarwalla 2 collaborations

Anirudh K Gowd 2 collaborations

Joseph N Liu 2 collaborations

Grant H Garcia 2 collaborations

Anthony A Romeo 2 collaborations

Kathryn L Williams 2 collaborations

Andrea M Spiker 2 collaborations

Gerald J Lang 2 collaborations

Arpan Patel 2 collaborations

P Maxwell Courtney 2 collaborations

Kevin C Parvaresh 2 collaborations

Joshua S Dines 2 collaborations

Anil S Ranawat 2 collaborations

Michael Nemsick 2 collaborations

Hailey P Huddleston 2 collaborations

Aditya V Karhade 2 collaborations

Bernard R Bach 2 collaborations

Alexander J Sadauskas 1 collaboration

Carlo K Eikani 1 collaboration

Amanda H Bjornstad 1 collaboration

Jennifer C Westrick 1 collaboration

Jorge A Chahla 1 collaboration

Matthew S Dooley 1 collaboration

Nicolas S Piuzzi 1 collaboration

Friedrich Boettner 1 collaboration

Kyle Nash Kunze 1 collaboration

Joseph Emanuele Manzi 1 collaboration

Evan Michael Polce 1 collaboration

Mohit Bhandari 1 collaboration

Nicolas Santiago Piuzzi 1 collaboration

Eric D Haunschild 1 collaboration

Alexander J Hodakowski 1 collaboration

Garrett Jackson 1 collaboration

Joshua Wright-Chisem 1 collaboration

Nicholas N DePhillipo 1 collaboration

Felipe S Bessa 1 collaboration

Daniel T Lilly 1 collaboration

Flavio L Garcia 1 collaboration

Filippo Familiari 1 collaboration

Ernesto Polania-Gonzalez 1 collaboration

Jay Moran 1 collaboration

Ayoosh Pareek 1 collaboration

Sabrina M Strickland 1 collaboration

Laura M Krivicich 1 collaboration

Eric Lee 1 collaboration

Flávio Luís Garcia 1 collaboration

Daniel B Heller 1 collaboration

Zachary S Aman 1 collaboration

Katlynn M Paul 1 collaboration

Jeevana J Pakanati 1 collaboration

Aimee Bobko 1 collaboration

Joshua I Mathew 1 collaboration

Joseph E Manzi 1 collaboration

Allen Nicholson 1 collaboration

Anthony Finocchiaro 1 collaboration

Jennifer Estrada 1 collaboration

Jacob Zeitlin 1 collaboration

Blake Meza 1 collaboration

Samuel Taylor 1 collaboration

Theodore A Blaine 1 collaboration

Russell F Warren 1 collaboration

Lawrence V Gulotta 1 collaboration

Per-Henrik Randsborg 1 collaboration

Answorth A Allen 1 collaboration

None None 1 collaboration

Andrew Pearle 1 collaboration

Beth S Stein 1 collaboration

David Dines 1 collaboration

Anne Kelly 1 collaboration

Bryan Kelly 1 collaboration

Howard Rose 1 collaboration

Michael Maynard 1 collaboration

Sabrina Strickland 1 collaboration

Struan Coleman 1 collaboration

Jo Hannafin 1 collaboration

John MacGillivray 1 collaboration

Robert Marx 1 collaboration

Russell Warren 1 collaboration

Scott Rodeo 1 collaboration

Stephen Fealy 1 collaboration

Stephen O'Brien 1 collaboration

Thomas Wickiewicz 1 collaboration

Frank Cordasco 1 collaboration

David Altcheck 1 collaboration

Justin Drager 1 collaboration

Michael Fu 1 collaboration

Michael J Salata 1 collaboration

Richard C Mather 1 collaboration

Kamran Movasagghi 1 collaboration

David M Rossi 1 collaboration

Stephanie E Wong 1 collaboration

Charles Bush-Joseph 1 collaboration

Charles A Bush-Joseph 1 collaboration

Patawut Bovonratwet 1 collaboration

Thomas D Alter 1 collaboration

Nabil Mehta 1 collaboration

Austin Kaidi 1 collaboration

Sophia Madjarova 1 collaboration

Danyal H Nawabi 1 collaboration

Bryan T Kelly 1 collaboration

Harkirat Jawanda 1 collaboration

Enzo S Mameri 1 collaboration

Benjamin Kerzner 1 collaboration

Mario Hevesi 1 collaboration

Zeeshan A Khan 1 collaboration

Garrett R Jackson 1 collaboration

Edmund Naami 1 collaboration

Yining Lu 1 collaboration

Kelechi R Okoroha 1 collaboration

Theodore S Wolfson 1 collaboration

Adam Yanke 1 collaboration

Ian Clapp 1 collaboration

Jonathan Rasio 1 collaboration

Daniel Farivar 1 collaboration

Scott M Sporer 1 collaboration

Ian Michael Clapp 1 collaboration

Thomas Alter 1 collaboration

E Bailey Terhune 1 collaboration

Joseph H Schwab 1 collaboration

Robert O'Donnell 1 collaboration