The goal of the project is to predict the year in which a certain piece of music was created. We used a subset of Million Song Dataset written for standardized tests to train different models including Naive Bayes Classifier, Generalized Linear Model, Random Forest, and Gradient Boosting Machine. Comparisons are made based on the results(mean square error and feature importance) from various tr...

AIMS AND OBJECTIVES To identify and describe patients' experiences of a preoperative information session with a nurse, as part of the enhanced recovery after surgery (ERAS) concept, and its impact on patient participation in their own care. BACKGROUND Enhanced recovery after surgery is a standardised, multimodal treatment programme for elective colorectal surgery, leading to faster recovery a...

The mutual experience of European architecture during the transmission phase of Romanesque (around 11th and 12th centuries) to Gothic style simultaneous with Mongol invasions and political revolution from Seljuk empire to Ilkhanids have been assumed as a turning point through Iranian and European architecture. Thus, clarifying its mutual properties is one of the controversial discussion topics ...

Inhibition of the renin-angiotensin-aldosterone system (RAAS) plays a pivotal role in treatment of chronic kidney diseases (CKD). However, reversal of the course of CKD or at least long-term stabilization of renal function are often difficult to achieve, and many patients still progress to end-stage renal disease. New treatments are needed to enhance protective actions of RAAS inhibitors (RAASi...

INTRODUCTION Laparoscopic technique combined with the ERAS (Enhanced Recovery after Surgery) protocol enables a shorter hospital stay and a lower complication rate. Although it has been widely used in many patients undergoing elective abdominal surgery, especially in patients with colorectal cancer, there are only a few papers describing laparoscopic total gastrectomy and the enhanced recovery ...

BACKGROUND Obese patients are a very large high-risk group for complications after surgical procedures. In this group, optimized perioperative care and a faster recovery to full activity can contribute to a decreased rate of postoperative complications. The introduction of ERAS®-based protocol is now even more important in bariatric surgery centers. The results of our study support the idea of ...

Enhanced recovery after surgery (ERAS) is increasingly used in several abdominal surgeries to accelerate postoperative recovery and reduce the length of stay. The aim of this study was to investigate the pattern of functional recovery after gastrectomy in patients undergoing ERAS and to analyze factors that affect postoperative recovery.In all, 168 gastric cancer patients enrolled in a clinical...