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Background: Eye-gaze metrics derived from areas of interest (AOIs) have been suggested to be effective for surgical skill assessment. However, prior research is mostly based on static images and simulated tasks that may not translate to complex and dynamic surgical scenes. Therefore, eye-gaze metrics must advance to account for changes in the location of important information during a surgical procedure., Methods: We developed a dynamic AOI generation technique based on eye gaze collected from an expert viewing surgery videos. This AOI updated as the gaze of the expert moved with changes in the surgical scene. This technique was evaluated through an experiment recruiting a total of 20 attendings and residents to view 10 videos associated with and another 10 without adverse events., Results: Dwell time percentage (i.e., gaze duration) inside the AOI differentiated video type (U = 13508.5, p < 0.001) between videos with the presence (Mdn = 16.75) versus absence (Mdn = 19.95) of adverse events. This metric also differentiated participant group (U = 14029.5, p < 0.001) between attendings (Mdn = 15.45) and residents (Mdn = 19.80). This indicates that our dynamic AOIs reflecting the expert eye gaze was able to differentiate expertise, and the presence of unexpected adverse events., Conclusion: This dynamic AOI generation technique produced dynamic AOIs for deriving eye-gaze metrics that were sensitive to expertise level and event characteristics.

Purpose: Surgical organizations have begun to focus their efforts on providing humanitarian assistance in international communities. Most surgeons do not have previous international experience and lack an understanding of what is expected and what care they can provide. The unknown factors include case types, patient volume, postoperative care, and equipment. This abstract presents humanitarian assistance mission and highlights the importance of preparation, host nation involvement, and understanding the local politics of each country., Methods: In April to July 2009, the USNS (United States Naval Ship) Comfort deployed to provide humanitarian assistance to 7 countries through Central and South America. Data collected included numbers and types of procedures, rate of rejection of patients for operation, patient age, American Society of Anesthesiology (ASA) score, and length of procedure., Results: These data represent the total mission of Continuing Promise 2009 including a total of 1137 surgical procedures of which 340 were pediatric (<18 years old). The average number of pediatric cases for each country in 7 days was 48.3 ± 21.4, with a range of 24 to 84. The average age was 7.5 years (range, 1 month to 18 years). In partnership with host physicians, preoperative screening occurred over 2 to 3 days for every 7 operative days. We maintained a low threshold for rejection (rate of 43%; range, 21%-62%) and average ASA score of 1.3. Including all pediatric subspecialties, the most frequent procedures were inguinal (23%) and umbilical (14%) hernias. Although these were the most frequent procedure, the range and variety of cases varied widely. We had a very low early complication rate (1.2%), including 3 wound infections and 1 early hernia recurrence., Conclusions: Our data represent the largest collection to date on the pediatric surgical care of children in a humanitarian effort. Our experience can be used to identify the most likely types of cases in South and Central America and as a model for the safe and efficient treatment of children in a developing country., (Published by Elsevier Inc.)

Background: On January 12, 2010, Haiti experienced the western hemisphere's worst-ever natural disaster. Within 24 hours, the United States Naval Ship Comfort received orders to respond, and a group of more than 500 physicians, nurses, and staff undertook the largest and most rapid triage and treatment since the inception of hospital ships., Methods: These data represent pediatric surgical patients treated aboard the United States Naval Ship Comfort between January 19 and February 27, 2010. Prospective databases managed by patient administration, radiology, blood bank, laboratory services, and surgical services were combined to create an overall patient care database that was retrospectively reviewed for this analysis., Results: Two hundred thirty-seven pediatric surgical patients were treated, representing 27% of the total patient population. These patients underwent a total of 213 operations composed of 243 unique procedures. Orthopedic procedures represented 71% of the total caseload. Patients returned to the operating room up to 11 times and required up to 28 days for completion of surgical management., Conclusions: This represents the largest cohort of pediatric surgical patients in an earthquake response. Our analysis provides a model for anticipating surgical caseload, injury patterns, and duration of surgical course in preparing for future disaster response missions. Moreover, we propose a 3-phased response to disaster medicine that has not been previously described., (Published by Elsevier Inc.)