LAVA: Longitudinal Analysis of Viral Alleles
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Updated
Aug 18, 2023 - Python
LAVA: Longitudinal Analysis of Viral Alleles
MARIO Challenge MICCAI 2024
Source code for "Learning accurate rigid registration for longitudinal brain MRI from synthetic data", presented at ISBI 2025.
Tracking how professional CS2 settings evolve over time through reproducible longitudinal data collection and analysis.
Longitudinal mixed‑effects analysis of a 155‑child autism cohort examining predictors of Vineland Socialization Age Equivalent (VSAE). Built models with random intercepts/slopes, evaluated language, diagnosis, race, and age interactions, and assessed missing‑data impact on inference. Mixed‑effects modeling of autism trajectories.
Python toolkits for accelerating ML for Longitudinal Studies to non-ML experts
Tracing structured cognitive beliefs from narrative language and modeling how they evolve over time.
A data visualization project built entirely in Tableau, examining Democracy Index scores through dashboards highlighting global patterns, regional contrasts, and changes in regime status.
Empirical L&D study of software-skill renewal across 902 O*NET occupations using versioned 2020–2026 releases.
Longitudinal training transfer analytics with multi-source evidence, observed persistence, transfer-condition diagnostics, and weight sensitivity.
Python scripts and pipeline for longitudinal aortic diameter quality control, slope estimation, and regression analyses for the HHP Turner syndrome Healthy Heart Project cohort.
Longitudinal analysis of Amazon's digital ecosystem evolution (2020–2025) using evidence-based trajectory reconstruction and ecosystem architecture analysis.
A rewrite of the PRocess Internal MEtrics tools (PRIME)
Longitudinal probabilistic emotional-state observatory with dynamic LLM-curated taxonomies and pluggable System-1 decision engines.
Longitudinal listener tracking across weekly Last.fm snapshots.
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