Extended Joint Models for Longitudinal and Survival Data

A 3D Attention U-Net model is developed, aimed at segmenting and tracking Multiple Sclerosis lesions in MRI images.

Supplementary materials for the manuscript "Clustering of longitudinal data: A tutorial on a variety of approaches" by N. G. P. Den Teuling, S.C. Pauws, and E.R. van den Heuvel (2021)

Early Life Microbiome Toolbox

Depth video data-enabled predictions of longitudinal dairy cow body weight using thresholding and Mask R-CNN algorithms

LAVA: Longitudinal Analysis of Viral Alleles

Supplementary materials for the manuscript "A comparison of methods for clustering longitudinal data with slowly changing trends" by N. G. P. Den Teuling, S.C. Pauws, and E.R. van den Heuvel, published in Communications in Statistics - Simulation and Computation (2021).

Datasets and artifacts for the paper "A Longitudinal Analysis of Bloated Java Dependencies"

MetaboDynamics: a framework of probabilistic models to analyze longitudinal metabolomics data

`mbtransfer` is an R package for modeling microbiome dynamics. It provides functions for fitting transfer function models, simulating counterfactual trajectories, and selecting significantly perturbed taxa using mirror statistics.

MARIO Challenge MICCAI 2024

Early Growth Genetics Longitudinal Analysis.

List of software packages for repeated measures analysis in -omics data

Matching Methods for Time-Varying Observational Studies, in R

The Affective Dynamics of Everyday Digital Life: Opening Computational Possibility

The Framingham Heart Study dataset (frmgham6.csv) offers vital insights into the risk factors associated with mortality. Using machine learning models for analysis: Logistic Regression, Random Forest and XGBoost, identification of several key predictors of death have been unearthed in this report.

Positivity violations in marginal structural survival models with time-dependent confounding: a simulation study on IPTW-estimator performance.

Scripts related to "Associations between attention-deficit hyperactivity disorder (ADHD) symptom remission and white matter microstructure: A longitudinal analysis"

Master's thesis in Statistics: Statistical efficacy study of prevention campaigns against substance consumption in Switzerland (1990-2022)

Comprehensive analysis of differential gene expression using Bayesian statistics and advanced statistical modeling techniques. The project includes scripts, data, figures, and analysis results.