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R. K. Martin · SciRah

Researcher profile · Semantic Scholar

R. K. Martin

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R. K. Martin — researcher profile on SciRah

h-index: 17
Works: 44
Citations: 976

Most-cited papers

Machine learning and conventional statistics: making sense of the differences
Christophe Ley, R. K. Martin, Ayoosh Pareek, A. Groll +2 more
2022Knee Surgery, Sports Traumatology, Arthroscopy174 citations Open access
Semantic Scholar
Artificial intelligence and machine learning: an introduction for orthopaedic surgeons
R. K. Martin, Christophe Ley, Ayoosh Pareek, A. Groll +2 more
2021Knee Surgery, Sports Traumatology, Arthroscopy72 citations Open access
Semantic Scholar
Supervised machine learning and associated algorithms: applications in orthopedic surgery
James A. Pruneski, Ayoosh Pareek, K. Kunze, R. K. Martin +5 more
2022Knee Surgery, Sports Traumatology, Arthroscopy62 citations
Semantic Scholar
Predicting Anterior Cruciate Ligament Reconstruction Revision
R. K. Martin, S. Wastvedt, Ayoosh Pareek, A. Persson +5 more
2021Journal of Bone and Joint Surgery. American volume51 citations Open access
Semantic Scholar
Machine learning algorithm to predict anterior cruciate ligament revision demonstrates external validity
R. K. Martin, S. Wastvedt, Ayoosh Pareek, A. Persson +6 more
2022Knee Surgery, Sports Traumatology, Arthroscopy50 citations Open access
Semantic Scholar
Machine Learning/Artificial Intelligence in Sports Medicine: State of the Art and Future Directions.
Ayoosh Pareek, D. Ro, J. Karlsson, R. K. Martin
2024Journal of ISAKOS Joint Disorders & Orthopaedic Sports Medicine42 citations Open access
Semantic Scholar
Artificial intelligence in orthopedics: three strategies for deep learning with orthopedic specific imaging
Sunho Ko, Ayoosh Pareek, D. Ro, Yi-Ning Lu +3 more
2022Knee Surgery, Sports Traumatology, Arthroscopy41 citations Open access
Semantic Scholar
The development and deployment of machine learning models
James A. Pruneski, Riley J. Williams, Benedict U. Nwachukwu, P. Ramkumar +4 more
2022Knee Surgery, Sports Traumatology, Arthroscopy40 citations Open access
Semantic Scholar
The Large Language Model ChatGPT-4 Demonstrates Excellent Triage Capabilities and Diagnostic Performance for Patients Presenting with Various Causes of Knee Pain.
K. Kunze, Nathan H. Varady, Michael Mazzucco, Amy Z. Lu +5 more
2024Arthroscopy: The Journal of Arthroscopy And Related38 citations
Semantic Scholar
Natural language processing: using artificial intelligence to understand human language in orthopedics
James A. Pruneski, Ayoosh Pareek, Benedict U. Nwachukwu, R. K. Martin +5 more
2022Knee Surgery, Sports Traumatology, Arthroscopy38 citations
Semantic Scholar
A practical guide to the development and deployment of deep learning models for the orthopedic surgeon: part II
Jacob F. Oeding, Riley J. Iii Williams, Christopher L. Camp, J. Sánchez-Sotelo +7 more
2023Knee Surgery, Sports Traumatology, Arthroscopy34 citations
Semantic Scholar
Multivariable regression: understanding one of medicine’s most fundamental statistical tools
Nathan H. Varady, Ayoosh Pareek, C. Eckhardt, Riley J. Iii Williams +5 more
2022Knee Surgery, Sports Traumatology, Arthroscopy34 citations
Semantic Scholar
MCID and PASS in Knee Surgeries. Theoretical Aspects and Clinical Relevance References
A. Mabrouk, Benedict U. Nwachukwu, Ayoosh Pareek, J. Karlsson +3 more
2023Knee Surgery, Sports Traumatology, Arthroscopy32 citations
Semantic Scholar
A practical guide to the development and deployment of deep learning models for the Orthopedic surgeon: part I
Jacob F. Oeding, Riley J. Williams, Benedict U. Nwachukwu, R. K. Martin +6 more
2022Knee Surgery, Sports Traumatology, Arthroscopy30 citations
Semantic Scholar
Treatment of First-time Patellar Dislocations and Evaluation of Risk Factors for Recurrent Patellar Instability
R. K. Martin, Devin P. Leland, A. Krych, D. Dahm
2019Sports medicine and arthroscopy review27 citations
Semantic Scholar
Predicting subjective failure of ACL reconstruction: a machine learning analysis of the Norwegian Knee Ligament Register and patient reported outcomes.
R. K. Martin, S. Wastvedt, Ayoosh Pareek, A. Persson +5 more
2022Journal of ISAKOS Joint Disorders & Orthopaedic Sports Medicine23 citations Open access
Semantic Scholar
A Machine Learning Model Demonstrates Excellent Performance in Predicting Subscapularis Tears Based on Pre-Operative Imaging Parameters Alone.
Jacob F. Oeding, Ayoosh Pareek, M. Nieboer, Nicholas G. Rhodes +6 more
2023Arthroscopy: The Journal of Arthroscopy And Related19 citations
Semantic Scholar
Rates of Subjective Failure After Both Isolated and Combined Posterior Cruciate Ligament Reconstruction: A Study From the Norwegian Knee Ligament Registry 2004-2021
Gilbert Moatshe, C. LaPrade, A. Fenstad, A. Persson +4 more
2024American Journal of Sports Medicine17 citations Open access
Semantic Scholar
Picking apart p values: common problems and points of confusion
Sophia J. Madjarova, Riley J. Williams, Benedict U. Nwachukwu, R. K. Martin +3 more
2022Knee Surgery, Sports Traumatology, Arthroscopy17 citations Open access
Semantic Scholar
Artificial intelligence (AI) and large data registries: Understanding the advantages and limitations of contemporary data sets for use in AI research.
K. Kunze, Riley J. Williams, A. Ranawat, A. Pearle +4 more
2024Knee Surgery, Sports Traumatology, Arthroscopy15 citations
Semantic Scholar
Injuries in elite women’s ski jumping: a cohort study following three International Ski Federation (FIS) World Cup seasons from 2017–2018 to 2019–2020
Oleane Marthea Rebne Stenseth, Sindre Fløtlien Barli, R. K. Martin, L. Engebretsen
2021British Journal of Sports Medicine15 citations
Semantic Scholar
Change in Posterior Tibial Slope in Skeletally Immature Patients With Anterior Cruciate Ligament Injury: A Case Series With a Mean 9 Years’ Follow-up
R. K. Martin, G. Ekås, J. Benth, N. Kennedy +3 more
2021American Journal of Sports Medicine14 citations
Semantic Scholar
Ceiling Effect of the Combined Norwegian and Danish Knee Ligament Registers Limits Anterior Cruciate Ligament Reconstruction Outcome Prediction
R. K. Martin, S. Wastvedt, Ayoosh Pareek, A. Persson +6 more
2023American Journal of Sports Medicine13 citations Open access
Semantic Scholar
Limited clinical utility of a machine learning revision prediction model based on a national hip arthroscopy registry
R. K. Martin, S. Wastvedt, Jeppe Lange, Ayoosh Pareek +2 more
2022Knee Surgery, Sports Traumatology, Arthroscopy13 citations Open access
Semantic Scholar
Posterior Cruciate Ligament All-Inside Reconstruction
R. K. Martin, Heath P. Melugin, B. Freychet, A. Krych +2 more
2019Sports medicine and arthroscopy review13 citations
Semantic Scholar
CAM-type femoroacetabular impingement in male elite junior cross-country skiers and non-athlete controls: a cross-sectional MRI study
Simen Andreas Sveen, R. K. Martin, Eivind Alhaug, L. Engebretsen
2019BMJ Open Sport & Exercise Medicine13 citations Open access
Semantic Scholar
Machine learning in sports medicine: need for improvement
R. K. Martin, Ayoosh Pareek, A. Krych, H. Maradit Kremers +1 more
2021Journal of ISAKOS12 citations Open access
Semantic Scholar
Unsupervised Machine Learning of the Combined Danish and Norwegian Knee Ligament Registers: Identification of 5 Distinct Patient Groups With Differing ACL Revision Rates
R. K. Martin, S. Wastvedt, Ayoosh Pareek, A. Persson +6 more
2024American Journal of Sports Medicine8 citations
Semantic Scholar
Editorial Commentary: Machine Learning in Medicine Requires Clinician Input, Faces Barriers, and High-Quality Evidence Is Required to Demonstrate Improved Patient Outcomes.
Ayoosh Pareek, R. K. Martin
2022Arthroscopy: The Journal of Arthroscopy And Related8 citations Open access
Semantic Scholar
Mechanics of cadaveric anterior cruciate ligament reconstructions during simulated jump landing tasks: Lessons learned from a pilot investigation
Nathan D. Schilaty, R. K. Martin, Ryo Ueno, L. Rigamonti +1 more
2021Clinical Biomechanics6 citations Open access
Semantic Scholar
Low annual hospital volume of anterior cruciate ligament reconstruction is not associated with higher revision rates
R. K. Martin, A. Persson, G. Moatshe, A. Fenstad +3 more
2021Knee Surgery, Sports Traumatology, Arthroscopy5 citations
Semantic Scholar
Surgical Treatment of Combined ACL PCL Medial Side Injuries
Nicholas C. Duethman, R. K. Martin, A. Krych, M. Stuart +1 more
2020Sports medicine and arthroscopy review5 citations
Semantic Scholar
External validation of the Norwegian anterior cruciate ligament reconstruction revision prediction model using patients from the STABILITY 1 Trial.
R. K. Martin, H. Marmura, S. Wastvedt, Ayoosh Pareek +6 more
2024Knee Surgery, Sports Traumatology, Arthroscopy4 citations Open access
Semantic Scholar
Arthroscopy Association of Canada Position Statement on Opioid Prescription After Arthroscopic Surgery
N. Nucci, Ryan M. Degen, S. Ekhtiari, Aaron Gazendam +21 more
2023Orthopaedic Journal of Sports Medicine4 citations Open access
Semantic Scholar
Management of First-Time Anterior Shoulder Dislocation—A Systematic Review and Meta-analysis: Arthroscopy Association of Canada Position Statement
Hassaan Abdel Khalik, D. Dagher, D. Lameire, E. Gusnowski +8 more
2025Orthopaedic Journal of Sports Medicine2 citations
Semantic Scholar
Clinical Experience With an Aragonite-Based Scaffold Implant for Knee Cartilage Repair: A Multicenter Case Series
Nirav H. Amin, Scott C. Faucett, Charles Qin, Chaitu Malempati +6 more
2025Cureus2 citations Open access
Semantic Scholar
Luge, Bobsleigh, Skeleton
Ayoosh Pareek, R. K. Martin, L. Engebretsen
20211 citations
Semantic Scholar
Outdoor Sports: Winter
R. K. Martin, Mitchell I. Kennedy, J. Begly, R. LaPrade +1 more
2019The Sports Medicine Physician1 citations
Semantic Scholar
Poster 345: External Validation of the Norwegian Anterior Cruciate Ligament Reconstruction Revision Prediction Model Using Patients From the Stability 1 Trial
R. K. Martin, H. Marmura, S. Wastvedt, Ayoosh Pareek +6 more
2024Orthopaedic Journal of Sports Medicine0 citations Open access
Semantic Scholar
Prior Isolated Medial Bucket-Handle Meniscus Repair Significantly Increases Risk of Subsequent Ipsilateral Anterior Cruciate Ligament Reconstruction: An Analysis of 438 Patients
William M. Mclaughlin, R. K. Martin, A. Persson, Norway Havard Visnes +7 more
2023Journal of ISAKOS0 citations Open access
Semantic Scholar
Subsequent Ipsilateral Anterior Cruciate Ligament Reconstruction: An Analysis of 438 Patients
William M. Mclaughlin, R. K. Martin, Andreas Persson, Norway Havard Visnes +7 more
20230 citations
Semantic Scholar
Current Concepts in Meniscus Pathology and Repair
R. K. Martin, Devin P. Leland, A. Krych
2020Lower Extremity Joint Preservation0 citations
Semantic Scholar
The Recurrent Instability of the Patella Score: A Statistically Based Model for Prediction of Long-Term Recurrence Risk After First-Time Dislocation - Patellofemoral Abstract Award
Mario Hevesi, R. K. Martin, Mark J. Heidenreich, Christopher L. Camp +4 more
20190 citations
Semantic Scholar
Editorial Commentary: Anatomic Posterolateral Corner Reconstruction: All-Autograft Technique.
R. K. Martin, M. Stuart, B. Levy
2019Arthroscopy: The Journal of Arthroscopy And Related0 citations Open access
Semantic Scholar

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