Publications by authors named "Paul Andre Martineau"

Traditional motion analysis systems are impractical for widespread screening of non-contact anterior cruciate ligament (ACL) injury risk. The Kinect V2 has been identified as a portable and reliable alternative but was replaced by the Azure Kinect. We hypothesize that the Azure Kinect will assess drop vertical jump (DVJ) parameters associated with ACL injury risk with similar accuracy to its predecessor, the Kinect V2.

View Article and Find Full Text PDF

Letters of recommendation are increasingly important for the residency match. We assessed whether an artificial intelligence (AI) tool could help in writing letters of recommendation by analyzing recommendation letters written by 3 academic staff and AI duplicate versions for 13 applicants. The preferred letters were selected by 3 blinded orthopedic program directors based on a pre-determined set of criteria.

View Article and Find Full Text PDF

Background: Supervised machine learning models in artificial intelligence (AI) have been increasingly used to predict different types of events. However, their use in orthopaedic surgery has been limited.

Hypothesis: It was hypothesized that supervised learning techniques could be used to build a mathematical model to predict primary anterior cruciate ligament (ACL) injuries using a set of morphological features of the knee.

View Article and Find Full Text PDF
Article Synopsis
  • Technological innovation, particularly AI and machine learning, is increasingly significant in orthopaedic surgery, enhancing accuracy in various clinical applications.* -
  • This study systematically reviews the current and potential uses of AI specifically in managing anterior cruciate ligament (ACL) injuries, covering areas like prediction, diagnosis, intraoperative applications, and postoperative care.* -
  • A total of 19 relevant studies were analyzed, showcasing diverse AI applications such as image interpretation, automated chart reviewing, and optimization of rehabilitation strategies, indicating a growing interest in incorporating AI into orthopaedic practice.*
View Article and Find Full Text PDF

A fractured scaphoid is a common disabling injury that is frequently complicated by non-union. The treatment of non-union remains challenging because of the scaphoid's small size and delicate blood supply. Large animal models are the most reliable method to evaluate the efficacy of new treatment modalities before their translation into clinical practice.

View Article and Find Full Text PDF

We report the first case of a purely isolated axillary artery dissection because of focal blunt trauma to the axilla. A 42-year-old man presented to our outpatient orthopedic clinic 7 days after a fall during a hockey game whereby another player's skate blade struck the patient directly in the axilla without disrupting the skin. The patient denied having any symptoms of shoulder dislocation but experienced some pain and numbness, which subsided rapidly.

View Article and Find Full Text PDF