GitHub topics: time-to-event
VallejosGroup/landmaRk
:european_castle: Dynamic prediction via landmarking survival analysis. Supports arbitrary longitudinal and survival sub-models.
Language: R - Size: 3.68 MB - Last synced at: about 16 hours ago - Pushed at: about 16 hours ago - Stars: 1 - Forks: 0
sktime/skpro
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
Language: Python - Size: 11.6 MB - Last synced at: 1 day ago - Pushed at: 3 days ago - Stars: 271 - Forks: 58
kkholst/mets
Analysis of Multivariate Event Times https://kkholst.github.io/mets/
Language: R - Size: 54.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 14 - Forks: 3
ModelOriented/survex
Explainable Machine Learning in Survival Analysis
Language: R - Size: 309 MB - Last synced at: 28 days ago - Pushed at: about 1 year ago - Stars: 112 - Forks: 10
chupverse/survivalSL Fork of foucher-y/survivalSL
R Package for Predicting Survival by using a Super Learner
Language: R - Size: 496 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1
MI2DataLab/survshap
SurvSHAP(t): Time-dependent explanations of machine learning survival models
Language: Jupyter Notebook - Size: 8.99 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 87 - Forks: 16
kokikwbt/predictive-maintenance
Datasets for Predictive Maintenance
Language: Jupyter Notebook - Size: 201 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 115 - Forks: 32
autonlab/auton-survival
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
Language: Python - Size: 27.6 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 338 - Forks: 78
machiela-lab/UKBBcleanR
Prepare electronic medical record data from the UK Biobank for time-to-event analyses
Language: R - Size: 1.23 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 1
OnofriAndreaPG/drcte
Time-to-event methods for agriculture
Language: R - Size: 1.02 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
JuliaStats/Survival.jl
Survival analysis in Julia
Language: Julia - Size: 448 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 73 - Forks: 23
vollmersj/SurvivalAnalysis.jl
A survival analysis interface for Julia
Language: Julia - Size: 558 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 3
thbuerg/NeuralCVD
🫀 Code for "Neural network-based integration of polygenic and clinical information: Development and validation of a prediction model for 10 year risk of major adverse cardiac events in the UK Biobank cohort" 🫀
Language: Jupyter Notebook - Size: 4.09 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 5
IDA-HumanCapital/fife
Finite-Interval Forecasting Engine: Machine learning models for discrete-time survival analysis and multivariate time series forecasting
Language: Python - Size: 1.25 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 4
sebp/survival-cnn-estimator
Tutorial on survival analysis using TensorFlow.
Language: Jupyter Notebook - Size: 397 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 47 - Forks: 19
LongxingTan/python-profeld
ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python
Language: Python - Size: 518 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 6
adibender/pammtutorial-smj
Code and materials to reproduce graphics in "A generalized additive model approach to time-to-event analysis"
Language: TeX - Size: 156 KB - Last synced at: about 18 hours ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0
graemeleehickey/joineR
R package for fitting joint models to time-to-event and longitudinal data
Language: R - Size: 1.49 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 17 - Forks: 9
contefranz/msmtools
msmtools introduces a fast and general method for restructuring classical longitudinal datasets into augmented ones.
Language: R - Size: 3.32 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 9 - Forks: 5
alejandroh3005/survival-analysis
Course repository for BIOST 537: Survival Data Analysis In Epidemiology (Winter 2025) with Dr. Ting Ye
Language: HTML - Size: 3.89 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
OnofriAndreaPG/drcSeedGerm
An R package for seed germination assays
Language: R - Size: 5.61 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 5 - Forks: 1
robi56/Survival-Analysis-using-Deep-Learning
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
Size: 13.7 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 214 - Forks: 67
thecml/UE-BNNSurv
Official TensorFlow implementation of Uncertainty Estimation in Deep Bayesian Survival Models (BHI 2023)
Language: Jupyter Notebook - Size: 1.23 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0
mccarthy-m-g/alda
An R data package for the book "Applied longitudinal data analysis: Modeling change and event occurrence" by Singer and Willett (2003).
Language: R - Size: 15 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1
seungjae2525/GSAMU
GSAMU: Sensitivity analysis for effects of multiple exposures in the presence of unmeasured confounding: non-Gaussian and time-to-event outcomes
Language: R - Size: 116 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0
xs018/SurvReLU
[CIKM '24] SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks
Size: 6.07 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 1
KarlaMonterrubioG/CompRisksVignettes
Supplementary material for the paper: A review on competing risks methods for survival analysis
Language: HTML - Size: 16.7 MB - Last synced at: 7 months ago - Pushed at: 12 months ago - Stars: 7 - Forks: 2
JRigh/Survival-Analysis-in-R-and-Python
Elements of Survival Analysis in R and Python
Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
RyanWangZf/SurvTRACE
SurvTRACE: Transformers for Survival Analysis with Competing Events
Language: Python - Size: 156 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 8
Boehringer-Ingelheim/BPrinStratTTE
Causal Effects in Principal Strata Defined by Antidrug Antibodies
Language: R - Size: 90.4 MB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
caanene1/Survival-Analysis
Complete survival analysis helper functions, including stratification, diagnostics and performance checks
Language: R - Size: 36.1 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1
i6092467/vadesc
A probabilistic model to cluster survival data in a variational deep clustering setting
Language: Jupyter Notebook - Size: 8.18 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 24 - Forks: 13
jwatowatson/RecurrentVivax
Probabilistically labelling recurrent vivax infections using time-to-event and microsatellite data
Language: R - Size: 517 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
xxl4tomxu98/NASA-Jet-Engine-Maintenance
ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification
Language: Jupyter Notebook - Size: 220 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 3
agnesyuchuan/Clinical-Figures
Safety and Efficacy Figures based on ADaM datasets using SAS version 9.4
Language: SAS - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
MehradAria/Breast-Cancer-Survival-Prediction
Time-related survival prediction in molecular subtypes of breast cancer using time-to-event deep-learning-based models.
Language: Jupyter Notebook - Size: 2.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
sauravmishra1710/Heart-Failure-Condition-And-Survival-Analysis
Perform a survival analysis based on the time-to-event (death event) for the subjects. Compare machine learning models to assess the likelihood of a death by heart failure condition. This can be used to help hospitals in assessing the severity of patients with cardiovascular diseases and heart failure condition.
Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 31 - Forks: 13
abdoush/SurvPRD
Discovering Premature Replacements in Predictive Maintenance Time-to-Event Data
Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
scientific-computing-solutions/eventTools
Extension to the eventPrediction package for N-piecewise Weibull and lagtimes
Language: R - Size: 199 KB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 4 - Forks: 0
scientific-computing-solutions/eventPrediction
Event Prediction in Clinical Trials with Time-to-Event Outcomes
Language: R - Size: 135 KB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 12 - Forks: 5
dianashams/ensemblesurv
ensemblesurv
Language: R - Size: 1.91 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
paidamoyo/survival_cluster_analysis
ACM CHIL 2020: "Survival Cluster Analysis"
Language: Jupyter Notebook - Size: 1.47 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 11
paidamoyo/adversarial_time_to_event
ICML 2018: "Adversarial Time-to-Event Modeling"
Language: Python - Size: 937 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 36 - Forks: 11
SatyaRungta/Project1_Gaze_planning_signatures_in_neck_muscles
Supplementary figures for the article: Preparatory activity links frontal eye field activity with small amplitude motor unit recruitment of neck muscles during gaze planning
Size: 1.09 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
muskang48/SurvCI
SurvCI & SurvCI-Info:Counterfactual Inference using Balanced Representations for Parametric Deep Survival Analysis
Language: Python - Size: 24.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1
neural-tangjie/NTJ-AIMed_2_Prognosis
:octocat: This repository contains the notes, codes, assignments, quizzes and other additional materials about the course "AI for Medical Prognosis" from DeepLearning.AI Coursera.
Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
paidamoyo/calibration_uncertainty_t2e
IEEE TNNLS 2020: "Calibration and Uncertainty in Neural Time-to-Event Modeling"
Size: 461 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1
SatyaRungta/brain_machine_interface
Time to event analysis for neural data and motor units used in applied Brain machine interface (BMI)
Language: Python - Size: 3.93 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
paidamoyo/counterfactual_survival_analysis
ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"
Language: Jupyter Notebook - Size: 1.62 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 5
archettialberto/federated_survival_datasets
Build realistic heterogeneous datasets for federated survival analysis in a reproducible way.
Language: Jupyter Notebook - Size: 112 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
SemenovLab/Early-Stage-Melanoma-Recurrence-Prediction
Early-Stage Melanoma Recurrence Prediction
Language: Jupyter Notebook - Size: 517 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2
bernaoney/AC_OneyFlores_2019
Replication syntax for Öney Flores 2019
Language: Stata - Size: 5.86 KB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
scientific-computing-solutions/badminton
R package for simulation of continuous time Markov chains
Language: R - Size: 89.8 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0