Literature DB >> 31786999

The role of artificial intelligence and machine learning in predicting orthopaedic outcomes.

Lee Bayliss1, Luke D Jones2.   

Abstract

This annotation briefly reviews the history of artificial intelligence and machine learning in health care and orthopaedics, and considers the role it will have in the future, particularly with reference to statistical analyses involving large datasets. Cite this article: Bone Joint J 2019;101-B:1476-1478.

Keywords:  Artificial intelligence; Machine learning; Orthopaedics; Statistical analysis

Year:  2019        PMID： 31786999     DOI： 10.1302/0301-620X.101B12.BJJ-2019-0850.R1

Source DB:  PubMed          Journal:  Bone Joint J        ISSN： 2049-4394            Impact factor:   5.082


  8 in total

1.  Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury.

Authors:  Christos Kokkotis; Serafeim Moustakidis; Themistoklis Tsatalas; Charis Ntakolia; Georgios Chalatsis; Stylianos Konstadakos; Michael E Hantes; Giannis Giakas; Dimitrios Tsaopoulos
Journal:  Sci Rep       Date:  2022-04-22       Impact factor: 4.996

2.  SF-36 Physical Component Score Is Predictive of Achieving a Clinically Meaningful Improvement after Osteochondral Allograft Transplantation of the Femur.

Authors:  Kwadwo A Owusu-Akyaw; Jennifer Bido; Tyler Warner; Scott A Rodeo; Riley J Williams
Journal:  Cartilage       Date:  2020-09-17       Impact factor: 3.117

3.  Does Artificial Intelligence Outperform Natural Intelligence in Interpreting Musculoskeletal Radiological Studies? A Systematic Review.

Authors:  Olivier Q Groot; Michiel E R Bongers; Paul T Ogink; Joeky T Senders; Aditya V Karhade; Jos A M Bramer; Jorrit-Jan Verlaan; Joseph H Schwab
Journal:  Clin Orthop Relat Res       Date:  2020-12       Impact factor: 4.755

4.  Machine Learning Can be Used to Predict Function but Not Pain After Surgery for Thumb Carpometacarpal Osteoarthritis.

Authors:  Nina L Loos; Lisa Hoogendam; J Sebastiaan Souer; Harm P Slijper; Eleni-Rosalina Andrinopoulou; Michel W Coppieters; Ruud W Selles
Journal:  Clin Orthop Relat Res       Date:  2022-01-18       Impact factor: 4.755

5.  Artificial intelligence in orthopaedics: A scoping review.

Authors:  Simon J Federer; Gareth G Jones
Journal:  PLoS One       Date:  2021-11-23       Impact factor: 3.240

6.  Understanding Anterior Shoulder Instability Through Machine Learning: New Models That Predict Recurrence, Progression to Surgery, and Development of Arthritis.

Authors:  Yining Lu; Ayoosh Pareek; Ryan R Wilbur; Devin P Leland; Aaron J Krych; Christopher L Camp
Journal:  Orthop J Sports Med       Date:  2021-11-23

7.  Reconstruction of dental roots for implant planning purposes: a feasibility study.

Authors:  Leonard Simon Brandenburg; Lukas Berger; Steffen Jochen Schwarz; Hans Meine; Julia Vera Weingart; David Steybe; Benedikt Christopher Spies; Felix Burkhardt; Stefan Schlager; Marc Christian Metzger
Journal:  Int J Comput Assist Radiol Surg       Date:  2022-07-29       Impact factor: 3.421

Review 8.  Compilation and Analysis of Web-Based Orthopedic Personalized Predictive Tools: A Scoping Review.

Authors:  Patrick Curtin; Alexandra Conway; Liu Martin; Eugenia Lin; Prakash Jayakumar; Eric Swart
Journal:  J Pers Med       Date:  2020-11-12
  8 in total

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