Case of Bilateral Atrial Myxomas in Carney Syndrome.

Carney complex is rare neoplastic disorder. Intracardiac myxoma presenting the most common non-cutaneous lesions in this complex. We are reporting a 31-year-old Saudi female known case of Carney complex presented with asymptomatic biatrial myxoma that was identified on routine transthoracic echocardiogram, and was successfully excised.

Predicting Postoperative Length of Stay for Isolated Coronary Artery Bypass Graft Patients Using Machine Learning.

Purpose: Predictive analytics (PA) is a new trending approach in the field of healthcare that uses machine learning to build a prediction model using supervised learning algorithms. Isolated coronary artery bypass grafting (iCABG), an open-heart surgery, is commonly performed in the treatment of coronary heart disease.

Aim: The aim of this study was to develop and evaluate a model to predict postoperative length of stay (PLoS) for iCABG patients using supervised machine learning techniques, and to identify the features with the highest contribution to the model.