Effectiveness of video-based teaching in surgery residents: A randomized control trial.

Objective: To determine the effectiveness of video-based teaching in surgery residents by comparing it to the routine operating room traditional teaching.

Methodology: The randomized control trial was done at four institutions from September 2022 to March 2023. Interventional group underwent video-based instruction of basic surgical skills whereas the control group was taught through traditional operating room teaching.

Neglected Posterior Dislocation Hip Post Acetabulum Fixation: Case Report.

Introduction: An acetabular fracture is a relatively uncommon injury. An acetabular fracture can occur in conjunction with a posterior hip dislocation. Oni defined neglected hip dislocation as dislocation lasting more than 1 week after injury.

uEFS: An efficient and comprehensive ensemble-based feature selection methodology to select informative features.

Feature selection is considered to be one of the most critical methods for choosing appropriate features from a larger set of items. This task requires two basic steps: ranking and filtering. Of these, the former necessitates the ranking of all features, while the latter involves filtering out all irrelevant features based on some threshold value.

iCBLS: An interactive case-based learning system for medical education.

Medical students should be able to actively apply clinical reasoning skills to further their interpretative, diagnostic, and treatment skills in a non-obtrusive and scalable way. Case-Based Learning (CBL) approach has been receiving attention in medical education as it is a student-centered teaching methodology that exposes students to real-world scenarios that need to be solved using their reasoning skills and existing theoretical knowledge. In this paper, we propose an interactive CBL System, called iCBLS, which supports the development of collaborative clinical reasoning skills for medical students in an online environment.

mlCAF: Multi-Level Cross-Domain Semantic Context Fusioning for Behavior Identification.

The emerging research on automatic identification of user's contexts from the cross-domain environment in ubiquitous and pervasive computing systems has proved to be successful. Monitoring the diversified user's contexts and behaviors can help in controlling lifestyle associated to chronic diseases using context-aware applications. However, availability of cross-domain heterogeneous contexts provides a challenging opportunity for their fusion to obtain abstract information for further analysis.

Multimodal hybrid reasoning methodology for personalized wellbeing services.

A wellness system provides wellbeing recommendations to support experts in promoting a healthier lifestyle and inducing individuals to adopt healthy habits. Adopting physical activity effectively promotes a healthier lifestyle. A physical activity recommendation system assists users to adopt daily routines to form a best practice of life by involving themselves in healthy physical activities.