Technological advancements in orthopaedic surgery have mainly focused on increasing precision during the operation however, there have been few developments in post-operative physiotherapy. We have developed a computer vision program using machine learning that can virtually measure the range of movement of a joint to track progress after surgery. This data can be used by physiotherapists to change patients’ exercise regimes with more objectively and help patients visualise the progress that they have made. In this study, we tested our program's reliability and validity to find a benchmark for future use on patients.

We compared 150 shoulder joint angles, measured using a goniometer, and those calculated by our program called ArmTracking in a group of 10 participants (5 males and 5 females). Reliability was tested using adjusted R squared and validity was tested using 95% limits of agreement. Our clinically acceptable limit of agreement was ± 10° for ArmTracking to be used interchangeably with goniometry.

ArmTracking showed excellent overall reliability of 97.1% when all shoulder movements were combined but there were lower scores for some movements like shoulder extension at 75.8%. There was moderate validity shown when all shoulder movements were combined at 9.6° overestimation and 18.3° underestimation.

Computer vision programs have a great potential to be used in telerehabilitation to collect useful information as patients carry out prescribed exercises at home. However, they need to be trained well for precise joint detections to reduce the range of errors in readings.

The scaphotrapeziotrapezoid (STT) joint is one of the key link joints between the proximal and the distal carpal rows. We assessed the relationship between the scaphotrapezium (STm) andscaphotrapezoid (STd) joints using computerised tomographyand hypothesised the ratio of STm is =/< STd joint due to which, the possibility of failure of trapeziectomy due to metacarpal collapse is insignificant. We reviewed CT scans of wrist joints of 113 eligible patientsfrom our wrist database between 2009 and 2014 for our study. 31 patients were randomised for interobserver correlation. Reformatted multi-planar sequences were analysed. The ratio of theSTm: STdin sagittal and coronal measurementswas evaluated. Interobserver variations were assessed using the Pearson coefficient.

The sex distribution included 68 males and 29 females, 49 left and 64 right wrists. The STm area was larger in 86 (76%) as compared to STd in 27(24%). Average trapezium to trapezoid ratio was 1:1.5. Ratio of area of trapezium: trapezoid joint is 0.30. The anatomic ratio of the STm in the coronal and sagittal planesis 0.3 and that of the STd joint is 0.2. Ratio of the STm: STd in the coronal plane is 0.29. Pearson's coefficient > 0.8.

A small subset of patients undergoing trapeziectomy alonefor stage II- IV carpometacarpal arthritis of the thumb are at risk of impingement of the first metacarpal due to collapse. Our assessment of the anatomical relationship of the STT joint with CT scan proves that although the area the STm joint is generally larger than the STd joint, there is no significant correlation on the whole.

Purpose

Management of compound fractures, which have a higher infection risk than closed fractures, currently depends on surgeon training and past practice rather than evidence based practice. Some centres use delayed closure involving a second surgery with repeat debridement and wound closure 48 hours after initial debridement and fixation. Other centres use primary closure in the absence of gross contamination or major soft tissue deficits, where debridement, fixation and wound closure occur during the initial surgery. Delayed closure was used at our centre until January 2009 when the standard of care evolved to primary closure where appropriate. Primary closure allows more efficient OR utilization due to fewer OR visits, but it is unknown if primary closure increases the risk of infection, which can, in turn, lead to fracture non-union. The purpose of this pilot study was to complete a safety analysis of infection rates in the first 40 patients undergoing primary closure of a compound fracture; enrolment is ongoing and updated results will be presented.