AI classification of knee prostheses from plain radiographs and real-world applications.

Purpose: Total knee arthroplasty (TKA) is considered the gold standard treatment for end-stage knee osteoarthritis. Common complications associated with TKA include implant loosening and periprosthetic fractures, which often require revision surgery or fixation. Challenges arise when medical records related to the knee prosthesis are lost, making it difficult to plan for revision surgery effectively.

Development of an AI-Integrated Smart Helmet for Motorcycle Accident Prevention: A Feasibility Study.

Introduction: The purpose of this research was to develop a smart helmet, including emphasizing the AI integration and the device's role in enhancing road safety with a mechanism that stimulates the driver to recognize which vehicle is approaching and the speed levels of the vehicle while it is moving, and to assess the satisfaction and feasibility of drivers while using the smart helmet.

Methods: This study included 139 participants who were general people in Thailand. The research model consists of four research and development steps: research, design and development, implementation, and evaluation.