Entropy-Based Time Window Features Extraction for Machine Learning to Predict Acute Kidney Injury in ICU

Body Mass Index Classification based on Facial Features using Machine Learning Algorithms for utilizing in Telemedicine

Background and Objectives: Due to the impact of controlling BMI on life, BMI classification based on facial features can be used for developing Telemedicine systems and eliminating the limitations of measuring tools, especially for paralyzed people. So that physicians can help people online during the Covid-19 pandemic. Method: In this study, new features and some previous work features were e...

Using Machine Learning ARIMA to Predict the Price of Cryptocurrencies

The increasing volatility in pricing and growing potential for profit in digital currency have made predicting the price of cryptocurrency a very attractive research topic. Several studies have already been conducted using various machine-learning models to predict crypto currency prices. This study presented in this paper applied a classic Autoregressive Integrated Moving Average(ARIMA) model ...

Machine learning algorithms for time series in financial markets

This research is related to the usefulness of different machine learning methods in forecasting time series on financial markets. The main issue in this field is that economic managers and scientific society are still longing for more accurate forecasting algorithms. Fulfilling this request leads to an increase in forecasting quality and, therefore, more profitability and efficiency. In this pa...

Prediction of Acute Kidney Injury in the ICU

Acute Kidney Injury (AKI), is a clinicopathologic entity characterized by a sudden decrease in kidney function, leading to retention of metabolic waste products and the dysregulation of electrolyte homeostasis (1). Despite our progress in understanding the pathophysiology and a precise clinical definition and staging for diagnosis, AKI remains a global public health concern impacting approximat...

NGAL, the New Marker for Acute Kidney Injury