Heart

Stroke after transcatheter aortic valve implantation: incidence, temporal trends and predictors

Background Stroke remains one of the most serious complications of transcatheter aortic valve implantation (TAVI). This study ...
Health Affairs

Cold-Related Illness In An Era Of Extreme Climate Events: US Trends, 1998–2022

Cold-related illnesses (CRIs) are preventable yet often deadly. Using twenty-five years of data from the National Inpatient Sample (1998–2022), we assessed nationwide trends in CRI hospitalizations ...
IEEE

PrivESD: A Privacy-Preserving Cloud-Edge Collaborative Logistic Regression Model over Encrypted Streaming Data

Abstract: Outsourcing logistic regression classification services to the cloud is highly beneficial for streaming data. However, it raises critical privacy concerns for the input data and the training ...
Scientific Research Publishing

Kirasich, K., Smith, T. and Sadler, B. (2018) Random Forest vs Logistic Regression: Binary Classification for Heterogeneous Datasets. SMU Data Science Review, 1, Article 9.

ABSTRACT: The Efficient Market Hypothesis postulates that stock prices are unpredictable and complex, so they are challenging to forecast. However, this study demonstrates that it is possible to ...
Scientific Research Publishing

Arya, N. (2022) Logistic Regression for Classification.

ABSTRACT: Over the past ten years, there has been an increase in cardiovascular disease, one of the most dangerous types of disease. However, cardiovascular detection is a technique that analyzes data ...
Visual Studio Magazine

Implementing k-NN Classification Using C#

Dr. James McCaffrey of Microsoft Research presents a full demo of k-nearest neighbors classification on mixed numeric and categorical data. Compared to other classification techniques, k-NN is easy to ...