IEEE

Optimizing Security of Medical Images Against Statistical Cryptanalysis Using Isomorphic Elliptic Curves

Abstract: With the growing exchange of digital images in the Internet of Things (IoT), securing sensitive data, particularly medical images, has become critical. These images are essential for ...
IEEE

Improvements of the BD-Rate Metrics Using Monotonic Curve-Fitting Methods

Abstract: The Bj⊘ntegaard Delta rate (BD-rate) measurements have been used as the primary metrics to evaluate performance of video codecs. However, current BD-rate calculation methods are only ...
Journal of Medical Internet Research

Large Language Model–Driven Knowledge Graph Construction in Sepsis Care Using Multicenter Clinical Databases: Development and Usability Study

Conclusions: This study represents a pioneering effort in using LLMs, particularly GPT-4.0, to construct a comprehensive sepsis knowledge graph. The innovative application of prompt engineering, ...
Visual Studio Magazine

Support Vector Regression with SGD Training Using C#

Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.