Projects in Awesome Lists tagged with longitudinal

https://github.com/lemuelpuglisi/brlp

[MICCAI'2024, Oral] Official implementation of the Brain Latent Progression (BrLP) method from "Enhancing Spatiotemporal Disease Progression Models via Latent Diffusion and Prior Knowledge"

brain-latent-progression diffusion-models disease-progression-model image-generation longitudinal medical-image-analysis medical-imaging miccai miccai2024 spatiotemporal-modeling

Last synced: 10 Oct 2025

https://github.com/simonprovost/scikit-longitudinal

☂️ Scikit-longitudinal (Sklong) is an open-source Python library & Scikit-Learn API compliant, tailored to longitudinal machine learning classification tasks. It is ideal for researchers, data scientists, and analysts, as it provides specialist tools for dealing with repeated-measures data challenges

classification longitudinal longitudinal-classification longitudinal-data longitudinal-studies machine-learning repeated-measurements scikit-learn supervised-learning

Last synced: 30 Jun 2025

https://github.com/simonprovost/auto-sklong

☂️ Auto-Scikit-Longitudinal (Auto-Sklong) is an automated machine learning (AutoML) library designed to analyse longitudinal data (Classification tasks focussed as of today) using various search methods. Namely, Bayesian Optimisation via SMAC3, Asynchronous Successive Halving, Evolutionary Algorithms, and Random Search via GAMA

automl classification longitudinal machine-learning repeated-measurements scikit sklong supervised-learning

Last synced: 15 Oct 2025

https://github.com/gompertzmakeham/hazardrates

Proactive methodological disclosure of a high resolution precision calibrated estimate of the Gompertz-Makeham Law of Mortality and general utilization hazard rates through lifespan interferometry against annual census data consolidated from the administrative data of all publicly funded healthcare provided in a single geopolitical jurisdiction.

actuarial analysis census error estimation gompertz hazard healthcare longitudinal makeham measurement morbidity mortality rates statistical surveillance survival utilization