R KyleMaciverMartinMD

PubMed

• 3 citations
  Limited clinical utility of a machine learning revision prediction model based on a national hip arthroscopy registry.
  R Kyle Martin, Solvejg Wastvedt, Jeppe Lange, Ayoosh Pareek, Julian Wolfson, Bent Lund> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2023 Jun 1
• 5 citations
  A practical guide to the development and deployment of deep learning models for the orthopedic surgeon: part II.
  Jacob F Oeding, Riley J Williams 3rd, Christopher L Camp, Joaquin Sanchez-Sotelo, Bryan T Kelly, Danyal H Nawabi, Jón Karlsson, Andrew D Pearle, R Kyle Martin, Seong J...> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2023 May 1
• 6 citations
  Natural language processing: using artificial intelligence to understand human language in orthopedics.
  James A Pruneski, Ayoosh Pareek, Benedict U Nwachukwu, R Kyle Martin, Bryan T Kelly, Jón Karlsson, Andrew D Pearle, Ata M Kiapour, Riley J Williams 3rd> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2023 Apr 1
• 12 citations
  Supervised machine learning and associated algorithms: applications in orthopedic surgery.
  James A Pruneski, Ayoosh Pareek, Kyle N Kunze, R Kyle Martin, Jón Karlsson, Jacob F Oeding, Ata M Kiapour, Benedict U Nwachukwu, Riley J Williams 3rd> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2023 Apr 1
• 8 citations
  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 Kyle Martin, Bryan T Kelly, Jón Karlsson, Christopher L Camp, Andrew D Pearle, Anil S Ranawat, Ayoosh Pareek> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2023 Feb 1
• 4 citations
  Multivariable regression: understanding one of medicine's most fundamental statistical tools.
  Nathan H Varady, Ayoosh Pareek, Christina M Eckhardt, Riley J Williams 3rd, Sophia J Madjarova, Matthieu Ollivier, R Kyle Martin, Jón Karlsson, Benedict U Nwachukwu> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2023 Jan 1
• 9 citations
  The development and deployment of machine learning models.
  James A Pruneski, Riley J Williams 3rd, Benedict U Nwachukwu, Prem N Ramkumar, Ata M Kiapour, R Kyle Martin, Jón Karlsson, Ayoosh Pareek> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2022 Dec 1
• 2 citations
  Picking apart p values: common problems and points of confusion.
  Sophia J Madjarova, Riley J Williams 3rd, Benedict U Nwachukwu, R Kyle Martin, Jón Karlsson, Mattheu Ollivier, Ayoosh Pareek> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2022 Oct 1
• 11 citations
  Predicting subjective failure of ACL reconstruction: a machine learning analysis of the Norwegian Knee Ligament Register and patient reported outcomes.
  R Kyle Martin, Solvejg Wastvedt, Ayoosh Pareek, Andreas Persson, Håvard Visnes, Anne Marie Fenstad, Gilbert Moatshe, Julian Wolfson, Lars Engebretsen> ;Journal of ISAKOS. 2022 Jun 1
• 3 citations
  Editorial Commentary: Machine Learning in Medicine Requires Clinician Input, Faces Barriers, and High-Quality Evidence Is Required to Demonstrate Improved Patient Outc...
  Ayoosh Pareek, R Kyle Martin> ;Arthroscopy. 2022 Jun 1
• 15 citations
  Artificial intelligence in orthopedics: three strategies for deep learning with orthopedic specific imaging.
  Sunho Ko, Ayoosh Pareek, Du Hyun Ro, Yining Lu, Christopher L Camp, R Kyle Martin, Aaron J Krych> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2022 Mar 1
• 42 citations
  Machine learning and conventional statistics: making sense of the differences.
  Christophe Ley, R Kyle Martin, Ayoosh Pareek, Andreas Groll, Romain Seil, Thomas Tischer> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2022 Mar 1
• 19 citations
  Machine learning algorithm to predict anterior cruciate ligament revision demonstrates external validity.
  R Kyle Martin, Solvejg Wastvedt, Ayoosh Pareek, Andreas Persson, Håvard Visnes, Anne Marie Fenstad, Gilbert Moatshe, Julian Wolfson, Martin Lind, Lars Engebretsen> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2022 Feb 1
• 5 citations
  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 Kyle Martin, Lars Engebretsen> ;British Journal of Sports Medicine. 2022 Jan 1
• 20 citations
  Predicting Anterior Cruciate Ligament Reconstruction Revision: A Machine Learning Analysis Utilizing the Norwegian Knee Ligament Register.
  R. Kyle Martin, Solvejg Wastvedt, Ayoosh Pareek, Andreas Persson, Håvard Visnes, Anne Marie Fenstad, Gilbert Moatshe, Julian Wolfson, Lars Engebretsen> ;The Journal of Bone and Joint Surgery. American Volume. 2021 Oct 18
• 29 citations
  Artificial intelligence and machine learning: an introduction for orthopaedic surgeons.
  R. Kyle Martin, Christophe Ley, Ayoosh Pareek, Andreas Groll, Thomas Tischer, Romain Seil> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2021 Sep 15
• 3 citations
  Low annual hospital volume of anterior cruciate ligament reconstruction is not associated with higher revision rates
  R. Kyle Martin, Andreas Persson, Gilbert Moatshe, Anne Marie Fenstad, Lars Engebretsen, Jon Olav Drogset, Håvard Visnes> ;Knee Surgery, Sports Traumatology, Arthroscopy. 2021 Jul 8
• 5 citations
  Mechanics of cadaveric anterior cruciate ligament reconstructions during simulated jump landing tasks: Lessons learned from a pilot investigation
  Nathan D. Schilaty, R. Kyle Martin, Ryo Ueno, Luca Rigamonti, Nathaniel A. Bates> ;Clinical Biomechanics. 2021 May 12
• 3 citations
  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. Kyle Martin, Guri Ranum Ekås, JūratėŠaltytė Benth, Nicholas I. Kennedy, Gilbert Moatshe, Aaron J. Krych, Lars Engebretsen> ;The American Journal of Sports Medicine. 2021 Mar 8
• 4 citations
  Machine learning in sports medicine: need for improvement
  R. Kyle Martin, Ayoosh Pareek, Aaron J. Krych, Hilal Maradit Kremers, Lars Engebretsen> ;Journal of ISAKOS. 2021 Jan 1
• 23 citations
  A Porcine Knee Model Is Valid for Use in the Evaluation of Arthroscopic Skills: A Pilot Study
  R. Kyle Martin, Danny Gillis, Jeff Leiter, Jesse Slade Shantz, Peter B. MacDonald> ;Clinical Orthopaedics and Related Research. 2016 Apr 1
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