Pareek, Ayoosh

Publications

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selected publications

Diagnostic performance of deep learning for leg length measurements on radiographs in leg length discrepancy: A systematic review. Journal of experimental orthopaedics. 2024 Academic Article GET IT
Clinical Results of Primary Repair Versus Reconstruction of the Anterior Cruciate Ligament: A Systematic Review and Meta-analysis of Contemporary Trials. Orthopaedic journal of sports medicine. 2024 Review GET IT
A practical guide to the implementation of AI in orthopaedic research, Part 6: How to evaluate the performance of AI research?. Journal of experimental orthopaedics. 2024 Review GET IT
High incidence of medial meniscus root/radial tears and extrusion in 253 patients with subchondral insufficiency fractures of the knee. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2024 Academic Article GET IT
A practical guide to the implementation of artificial intelligence in orthopaedic research-Part 2: A technical introduction. Journal of experimental orthopaedics. 2024 Review GET IT
Times cited: 3
Segond Fractures Can Be Identified With Excellent Accuracy Utilizing Deep Learning on Anteroposterior Knee Radiographs. Arthroscopy, sports medicine, and rehabilitation. 2024 Academic Article GET IT
Diagnostic Performance of Artificial Intelligence for Detection of Scaphoid and Distal Radius Fractures: A Systematic Review. The Journal of hand surgery. 2024 Academic Article GET IT
A practical guide to the development and deployment of deep learning models for the orthopaedic surgeon: Part III, focus on registry creation, diagnosis, and data privacy. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2024 Review GET IT
Times cited: 2
Unsupervised Machine Learning of the Combined Danish and Norwegian Knee Ligament Registers: Identification of 5 Distinct Patient Groups With Differing ACL Revision Rates. The American journal of sports medicine. 2024 Academic Article GET IT
Machine learning/artificial intelligence in sports medicine: state of the art and future directions. Journal of ISAKOS : joint disorders & orthopaedic sports medicine. 2024 Review GET IT
Times cited: 3
Biomechanical Characteristics of Ulnar Collateral Ligament Injuries Treated With and Without Augmentation: A Network Meta-analysis of Controlled Laboratory Studies. The American journal of sports medicine. 2024 Review GET IT
Times cited: 1
External validation of the Norwegian anterior cruciate ligament reconstruction revision prediction model using patients from the STABILITY 1 Trial. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2024 Academic Article GET IT
Artificial intelligence (AI) and large data registries: Understanding the advantages and limitations of contemporary data sets for use in AI research. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2024 Editorial Article GET IT
Deep Learning Artificial Intelligence Tool for Automated Radiographic Determination of Posterior Tibial Slope in Patients With ACL Injury. Orthopaedic journal of sports medicine. 2023 Academic Article GET IT
Times cited: 3
Autologous Osteochondral Transfer of the Knee Demonstrates Continued High Rates of Return to Sport and Low Rates of Conversion to Arthroplasty at Long-Term Follow-Up: A Systematic Review. Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association. 2023 Review GET IT
Times cited: 3
A Machine Learning Model Demonstrates Excellent Performance in Predicting Subscapularis Tears Based on Pre-Operative Imaging Parameters Alone. Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association. 2023 Academic Article GET IT
Times cited: 5
Application of Machine Learning Algorithms for Prognostic Assessment in Rotator Cuff Pathologies: A Clinical Data-Based Approach. Diagnostics (Basel, Switzerland). 2023 Academic Article GET IT
Current clinical applications of artificial intelligence in shoulder surgery: what the busy shoulder surgeon needs to know and what's coming next. JSES reviews, reports, and techniques. 2023 Review GET IT
Times cited: 4
Ceiling Effect of the Combined Norwegian and Danish Knee Ligament Registers Limits Anterior Cruciate Ligament Reconstruction Outcome Prediction. The American journal of sports medicine. 2023 Academic Article GET IT
Times cited: 6
A guide to appropriately planning and conducting meta-analyses: part 3. Special considerations-the network meta-analysis. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2023 Review GET IT
Artificial intelligence for automated identification of total shoulder arthroplasty implants. Journal of shoulder and elbow surgery. 2023 Academic Article GET IT
Times cited: 11
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. 2023 Review GET IT
A guide to appropriately planning and conducting meta-analyses: part 2-effect size estimation, heterogeneity and analytic approaches. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2023 Review GET IT
Survival analyses and their applications in orthopaedics. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2023 Review GET IT
Understanding risk for early dislocation resulting in reoperation within 90 days of reverse total shoulder arthroplasty: extreme rare event detection through cost-sensitive machine learning. Journal of shoulder and elbow surgery. 2023 Academic Article GET IT
Times cited: 7
MCID and PASS in Knee Surgeries. Theoretical Aspects and Clinical Relevance References. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2023 Review GET IT
Times cited: 3
A deeper dive into ChatGPT: history, use and future perspectives for orthopaedic research. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2023 Editorial Article GET IT
Times cited: 54
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. Cartilage. 2023 Academic Article GET IT
Artificial intelligence bot ChatGPT in medical research: the potential game changer as a double-edged sword. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2023 Editorial Article GET IT
Times cited: 104
Intelligent innovations for our journal's path forward. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2023 Editorial Article GET IT
Times cited: 1
A practical guide to the development and deployment of deep learning models for the orthopedic surgeon: part II. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2023 Review GET IT
Times cited: 1
Evaluating the Need for Preoperative MRI Before Primary Hip Arthroscopy in Patients 40 Years and Younger With Femoroacetabular Impingement Syndrome: A Multicenter Comparative Analysis. Orthopaedic journal of sports medicine. 2023 Academic Article GET IT
A guide to appropriately planning and conducting meta-analyses-Part 1: indications, assumptions and understanding risk of bias. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Review GET IT
Times cited: 1
Natural language processing: using artificial intelligence to understand human language in orthopedics. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Review GET IT
Times cited: 1
Comparison of Posterior Cruciate Ligament Reconstruction Using an All-Inside Technique With and Without Independent Suture Tape Reinforcement. Orthopaedic journal of sports medicine. 2022 Academic Article GET IT
Times cited: 8
A practical guide to the development and deployment of deep learning models for the Orthopedic surgeon: part I. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Review GET IT
Times cited: 2
Risk of Arthroplasty in Patients with Subchondral Insufficiency Fractures of the Knee: A Matched Study of the Implantable Shock Absorber using a Validated Predictive Model. The journal of knee surgery. 2022 Academic Article GET IT
Times cited: 2
Automated Detection of Surgical Implants on Plain Knee Radiographs Using a Deep Learning Algorithm. Medicina (Kaunas, Lithuania). 2022 Academic Article GET IT
Times cited: 5
Unsupervised machine learning methods and emerging applications in healthcare. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Review GET IT
Times cited: 2
Multivariable regression: understanding one of medicine's most fundamental statistical tools. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Review GET IT
Times cited: 2
Choosing the appropriate measure of central tendency: mean, median, or mode?. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Review GET IT
Times cited: 1
Supervised machine learning and associated algorithms: applications in orthopedic surgery. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Review GET IT
Times cited: 3
Fragility Part I: a guide to understanding statistical power. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Editorial Article GET IT
Times cited: 2
The development and deployment of machine learning models. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Editorial Article GET IT
Times cited: 4
Limited clinical utility of a machine learning revision prediction model based on a national hip arthroscopy registry. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Academic Article GET IT
Times cited: 6
Picking apart p values: common problems and points of confusion. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Editorial Article GET IT
Machine Learning for Predicting Lower Extremity Muscle Strain in National Basketball Association Athletes. Orthopaedic journal of sports medicine. 2022 Academic Article GET IT
Times cited: 9
Editorial Commentary: Machine Learning in Medicine Requires Clinician Input, Faces Barriers, and High-Quality Evidence Is Required to Demonstrate Improved Patient Outcomes. Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association. 2022 Editorial Article GET IT
Times cited: 5
A Machine Learning Algorithm Outperforms Traditional Multiple Regression to Predict Risk of Unplanned Overnight Stay Following Outpatient Medial Patellofemoral Ligament Reconstruction. Arthroscopy, sports medicine, and rehabilitation. 2022 Academic Article GET IT
Times cited: 3
Neurological Complications Following Arthroscopic and Related Sports Surgery: Prevention, Work-up, and Treatment. Sports medicine and arthroscopy review. 2022 Review GET IT
Times cited: 4
Machine learning and conventional statistics: making sense of the differences. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Editorial Article GET IT
Times cited: 76
Predicting Anterior Cruciate Ligament Reconstruction Revision: A Machine Learning Analysis Utilizing the Norwegian Knee Ligament Register. The Journal of bone and joint surgery. American volume. 2022 Academic Article GET IT
Times cited: 37
Artificial intelligence in orthopedics: three strategies for deep learning with orthopedic specific imaging. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Editorial Article GET IT
Times cited: 24
Predicting subjective failure of ACL reconstruction: a machine learning analysis of the Norwegian Knee Ligament Register and patient reported outcomes. Journal of ISAKOS : joint disorders & orthopaedic sports medicine. 2022 Academic Article GET IT
Times cited: 2
Machine learning algorithm to predict anterior cruciate ligament revision demonstrates external validity. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2022 Academic Article GET IT
Times cited: 27
Duration of Care and Operative Time Are the Primary Drivers of Total Charges After Ambulatory Hip Arthroscopy: A Machine Learning Analysis. Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association. 2021 Academic Article GET IT
Times cited: 17
Understanding Anterior Shoulder Instability Through Machine Learning: New Models That Predict Recurrence, Progression to Surgery, and Development of Arthritis. Orthopaedic journal of sports medicine. 2021 Academic Article GET IT
Times cited: 19
Are Baseball Statistics an Appropriate Tool for Assessing Return to Play in Injured Pitchers? Analysis of Statistical Variability in Healthy Players. Orthopaedic journal of sports medicine. 2021 Academic Article GET IT
Machine Learning Model Identifies Increased Operative Time and Greater BMI as Predictors for Overnight Admission After Outpatient Hip Arthroscopy. Arthroscopy, sports medicine, and rehabilitation. 2021 Academic Article GET IT
Times cited: 7
Automated Risk Stratification of Hip Osteoarthritis Development in Patients With Femoroacetabular Impingement Using an Unsupervised Clustering Algorithm: A Study From the Rochester Epidemiology Project. Orthopaedic journal of sports medicine. 2021 Academic Article GET IT
Racial and Gender Shoulder Arthroplasty Utilization Disparities of High- and Low-Volume Centers in New York State. Journal of shoulder and elbow arthroplasty. 2021 Academic Article GET IT
Artificial intelligence and machine learning: an introduction for orthopaedic surgeons. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2021 Editorial Article GET IT
Times cited: 40
Post-arthroscopic Subchondral Insufficiency Fractures of the Knee Yield High Rate of Conversion to Arthroplasty. Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association. 2021 Academic Article GET IT
Times cited: 7
All-Inside PCL Reconstruction. The journal of knee surgery. 2021 Academic Article GET IT
Times cited: 11
Machine learning in sports medicine: need for improvement. Journal of ISAKOS : joint disorders & orthopaedic sports medicine. 2021 Editorial Article GET IT
Times cited: 1
Pre-operative patella alta does not affect midterm clinical outcomes and survivorship of patellofemoral arthroplasty. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2020 Academic Article GET IT
Times cited: 9
Natural history of glenoid bone loss in primary glenohumeral osteoarthritis: how does bone loss progress over a decade?. Journal of shoulder and elbow surgery. 2020 Academic Article GET IT
Times cited: 11
Spontaneous Osteonecrosis/Subchondral Insufficiency Fractures of the Knee: High Rates of Conversion to Surgical Treatment and Arthroplasty. The Journal of bone and joint surgery. American volume. 2020 Academic Article GET IT
Times cited: 13
Smoking, unemployment, female sex, obesity, and medication use yield worse outcomes in patellofemoral arthroplasty. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2019 Academic Article GET IT
Times cited: 5
The SIFK score: a validated predictive model for arthroplasty progression after subchondral insufficiency fractures of the knee. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2019 Academic Article GET IT
Times cited: 20
Low Accuracy of Diagnostic Codes to Identify Anterior Cruciate Ligament Tear in Orthopaedic Database Research: Response. The American journal of sports medicine. 2019 Comment GET IT
Times cited: 1
Rotating-Hinge Revision Total Knee Arthroplasty for Treatment of Severe Arthrofibrosis. The Journal of arthroplasty. 2019 Academic Article GET IT
Times cited: 27
Dual-Mobility Constructs in Primary and Revision Total Hip Arthroplasty: A Systematic Review of Comparative Studies. The Journal of arthroplasty. 2018 Academic Article GET IT
Times cited: 84
Low Accuracy of Diagnostic Codes to Identify Anterior Cruciate Ligament Tear in Orthopaedic Database Research. The American journal of sports medicine. 2018 Academic Article GET IT
Times cited: 23
Osteochondritis Dissecans in the Knee of Skeletally Immature Patients: Rates of Persistent Pain, Osteoarthritis, and Arthroplasty at Mean 14-Years' Follow-Up. Cartilage. 2018 Academic Article GET IT
Times cited: 35
Internal Fixation of Unstable Osteochondritis Dissecans: Do Open Growth Plates Improve Healing Rate?. The American journal of sports medicine. 2018 Academic Article GET IT
Times cited: 32
Short- to mid-term outcomes of anatomic MCL reconstruction with Achilles tendon allograft after multiligament knee injury. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2018 Academic Article GET IT
Times cited: 20
Incidence of First-Time Lateral Patellar Dislocation: A 21-Year Population-Based Study. Sports health. 2017 Academic Article GET IT
Times cited: 169
Nonoperative Management of Osteochondritis Dissecans of the Knee: Progression to Osteoarthritis and Arthroplasty at Mean 13-Year Follow-up. Orthopaedic journal of sports medicine. 2017 Academic Article GET IT
Times cited: 31
Incidence of symptomatic osteochondritis dissecans lesions of the knee: a population-based study in Olmsted County. Osteoarthritis and cartilage. 2017 Academic Article GET IT
Times cited: 42
Satisfactory knee function after single-stage posterolateral corner reconstruction in the multi-ligament injured/dislocated knee using the anatomic single-graft technique. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2017 Academic Article GET IT
Times cited: 19
Risk Factors and Time to Recurrent Ipsilateral and Contralateral Patellar Dislocations. The American journal of sports medicine. 2017 Academic Article GET IT
Times cited: 153
High Rate of Osteoarthritis After Osteochondritis Dissecans Fragment Excision Compared With Surgical Restoration at a Mean 16-Year Follow-up. The American journal of sports medicine. 2017 Academic Article GET IT
Times cited: 73
High rate of recurrent patellar dislocation in skeletally immature patients: a long-term population-based study. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2017 Academic Article GET IT
Times cited: 123
Clinical Outcome of Total Knee Arthroplasty After Prior Microfracture: A Matched Cohort Study. Orthopedics. 2017 Academic Article GET IT
Times cited: 4
Unicompartmental Knee Arthroplasty Provides Higher Activity and Durability Than Valgus-Producing Proximal Tibial Osteotomy at 5 to 7 Years. The Journal of bone and joint surgery. American volume. 2017 Academic Article GET IT
Times cited: 46
Patellofemoral Arthritis After Lateral Patellar Dislocation: A Matched Population-Based Analysis. The American journal of sports medicine. 2016 Academic Article GET IT
Times cited: 118
Outcomes of Patellofemoral Arthroplasty Based on Radiographic Severity. The Journal of arthroplasty. 2016 Academic Article GET IT
Times cited: 22
Return to sport after the surgical management of articular cartilage lesions in the knee: a meta-analysis. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2016 Information Resource GET IT
Times cited: 70
Long-term rate of graft failure after ACL reconstruction: a geographic population cohort analysis. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2016 Academic Article GET IT
Times cited: 77
Inside-Out Repair for Radial Meniscus Tears. Arthroscopy techniques. 2016 Academic Article GET IT
Opening-Wedge Proximal Tibial Osteotomy. Arthroscopy techniques. 2016 Academic Article GET IT
Times cited: 3
Are Short-term Outcomes of Hip Arthroscopy in Patients 55 Years and Older Inferior to Those in Younger Patients?. The American journal of sports medicine. 2016 Academic Article GET IT
Times cited: 28
Distal Femoral Osteotomy: Lateral Opening Wedge Technique. Arthroscopy techniques. 2016 Academic Article GET IT
Times cited: 26
Long-term Outcomes After Osteochondral Allograft: A Systematic Review at Long-term Follow-up of 12.3 Years. Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association. 2016 Review GET IT
Times cited: 134
Are Female Soccer Players at an Increased Risk of Second Anterior Cruciate Ligament Injury Compared With Their Athletic Peers?. The American journal of sports medicine. 2016 Academic Article GET IT
Times cited: 87
Long-term follow-up of isolated ACL tears treated without ligament reconstruction. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2016 Academic Article GET IT
Times cited: 67
Surgical Outcomes of Medial Versus Lateral Multiligament-Injured, Dislocated Knees. Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association. 2016 Academic Article GET IT
Times cited: 43
Is Anterior Cruciate Ligament Reconstruction Effective in Preventing Secondary Meniscal Tears and Osteoarthritis?. The American journal of sports medicine. 2016 Academic Article GET IT
Times cited: 118
Long-Term Outcomes after Autologous Chondrocyte Implantation: A Systematic Review at Mean Follow-Up of 11.4 Years. Cartilage. 2016 Academic Article GET IT
Times cited: 108
Incidence and long-term follow-up of isolated posterior cruciate ligament tears. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2016 Academic Article GET IT
Times cited: 84
Long-term Outcomes After Osteochondral Autograft Transfer: A Systematic Review at Mean Follow-up of 10.2 Years. Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association. 2016 Review GET IT
Times cited: 88
Treatment of Peroneal Nerve Injuries in the Multiligament Injured/Dislocated Knee. The journal of knee surgery. 2015 Academic Article GET IT
Times cited: 19
Extensor Mechanism Disruption in Knee Dislocation. The journal of knee surgery. 2015 Review GET IT
Times cited: 11
Should prostate cancer be considered as a differential diagnosis in patients with osteolytic bone lesions? 2015 GET IT
Times cited: 5
Does age predict outcome after multiligament knee reconstruction for the dislocated knee? 2- to 22-year follow-up. Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA. 2015 Academic Article GET IT
Times cited: 47
Thiazolidinediones (TZDs) affect osteoblast viability and biomarkers independently of the TZD effects on aromatase. Hormone and metabolic research = Hormon- und Stoffwechselforschung = Hormones et metabolisme. 2012 Academic Article GET IT
Times cited: 8

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Background

education and training

M.D., University of Pennsylvania School of Medicine 2017
B.Sc., Brown University 2012

Contact

full name

Ayoosh Pareek

VIVO Weill Cornell Medical College

Ayoosh Pareek Instructor in Orthopaedic Surgery

Publications

selected publications

Background

education and training

Contact

full name