A practical guide to the implementation of AI in orthopaedic research, Part 6: How to evaluate the performance of AI research?

Unlabelled: Artificial intelligence's (AI) accelerating progress demands rigorous evaluation standards to ensure safe, effective integration into healthcare's high-stakes decisions. As AI increasingly enables prediction, analysis and judgement capabilities relevant to medicine, proper evaluation and interpretation are indispensable. Erroneous AI could endanger patients; thus, developing, validating and deploying medical AI demands adhering to strict, transparent standards centred on safety, ethics and responsible oversight.

Psychological well-being as a motive for and result of post-bariatric body contouring procedures.

Objective: This study investigates whether psychological well-being in post-bariatric patients seeking body contouring procedures differs from those who do not seek body contouring procedures, those who have already undergone body contouring procedures, and those who are unsure about body contouring procedures.

Methods: An anonymous, nonrandomized, cross-sectional survey study was designed. Psychological well-being of four groups of post-bariatric-patients (undergone body contouring procedures, seeking body contouring procedures, not seeking body contouring procedures, unsure about body contouring procedures) were compared.