Frontiers

Establishing hospital-specific background microbial libraries to reduce false positives in mNGS diagnosis of periprosthetic joint infection

Background: Due to the high sensitivity of metagenomic next-generation sequencing (mNGS), trace amounts of nucleic acid contamination can lead to false positives, posing challenges for result ...
IEEE

Sea Ice Classification Using PCA Based Image Denoising on GNSS-R Delay-Doppler Maps

Abstract: This study proposes a principal component analysis (PCA) based denoising scheme for global navigation satellite system reflectometry (GNSS-R) delay Doppler map (DDM) based sea ice ...
IEEE

Satterthwaite Approximation of the Distribution of SPE Scores: An R-Simulation-Based Improvement of the R-PCA-Based Outlier Detection Method

Abstract: Outlier detection is a significant challenge in Internet of Things (IoT)-based systems, which encompass a multitude of sensor nodes deployed for diverse applications. Ensuring accurate data ...
GitHub

Simcyp R Example Scripts

A package to support R script interactions with the Simcyp simulator (V23-V25). Provides functions to initialise Simcyp, load and modify workspaces and interrogate results. The Simcyp R package is ...