cox-regression

There are 1 repository under cox-regression topic.

lifelines
CamDavidsonPilon / lifelines
Survival analysis in Python
survival-analysis python statistics data-science maximum-likelihood reliability-analysis cox-regression
Language:Python 2516
abess
abess-team / abess
Fast Best-Subset Selection Library
polynomial-algorithm high-dimensional-data best-subset-selection machine-learning python r scikit-learn principal-component-analysis linear-regression classification-algorithm cox-regression logistic-regression multitask-learning ordinal-regression poisson-regression robust-principal-component-analysis sparse-principal-component-analysis feature-selection sure-independence-screening
Language:C++ 489
survex
ModelOriented / survex
Explainable Machine Learning in Survival Analysis
brier-scores cox-regression explainable-ai explainable-machine-learning explainable-ml explanatory-model-analysis interpretable-machine-learning interpretable-ml machine-learning shap survival-analysis cox-model probabilistic-machine-learning r-package censored-data time-to-event xai biostatistics variable-importance r
Language:R 116
liupei101 / TFDeepSurv
COX Proportional risk model and survival analysis implemented by tensorflow.
deeplearning survival-analysis cox-regression cox-model tensorflow
Language:Python 105
einatboro / awesome-survival-analysis
Resources for Survival Analysis
competing-risks cox-regression kaplan-meier-plot proportional-hazards-models survival-analysis time-dependent-covariates time-to-event-prediction
98
MI2DataLab / survshap
SurvSHAP(t): Time-dependent explanations of machine learning survival models
variable-importance biostatistics brier-scores cox-model cox-regression explainable-ai probabilistic-machine-learning shap survival-analysis time-to-event explainable interpretable machine learning cph model censored survival machinelearning xai
Language:Jupyter Notebook 93
JuliaStats / Survival.jl
Survival analysis in Julia
julia statistics survival-analysis time-to-event cox-regression kaplan-meier
Language:Julia 72
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.
healthcare-application healthcare-datasets machine-learning machine-learning-algorithms exploratory-data-analysis data-visualization lgbm xgboost-algorithm cardiovascular-diseases cox-regression heartfailure kaplan-meier-plot kaplanmeierfitter survival-analysis time-to-event
Language:Jupyter Notebook 47
danielegiardiello / Prediction_performance_survival
Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox proportional hazards models' (published in Annals of Internal Medicine)
prediction survival-analysis model-validation cox-regression cox-models
Language:SAS 32
chiragnagpal / deep_cox_mixtures
Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021
reliability-engineering reliability-analysis survival-analysis survival-prediction cox-regression cox-model
29
snpnet
rivas-lab / snpnet
snpnet - Efficient Lasso Solver for Large-scale genetic variant data
statistical-learning lasso prediction genetics biobank snpnet-cox cox-regression sparse linear-regression survival-analysis ukbiobank elastic-net-regression
Language:R 20
dmis-lab / VAECox
ISMB 2020: Improved survival analysis by learning shared genomic information from pan-cancer data
survival-prediction deep-learning cox-regression tcga pan-cancer-data transfer-learning
Language:Python 17
selcukorkmaz / geneSurv
geneSurv: an interactive web-based tool for survival analysis in genomics research
hazard-ratios kaplan-meier survival-analysis schoenfeld-residuals cox-regression interactive-plots random-survival-forests cutoff-for-survival
Language:HTML 17
andreamazzella / r4asme
R material for LSHTM's Advanced Statistical Methods in Epidemiology (ASME) practical sessions
r logistic-regression poisson-regression cox-regression cohort-studies lshtm epidemiology statistical-methods
15
pleonova / stat-tests
A 30+ node flowchart for selecting the right statistical test for evaluating experimental data.
frequentist-statistics ab-testing regression linear-regression cox-regression poisson-regression mixed-model chi-square-test anova-test non-parametric
12
mwheymans / psfmi
psfmi: Predictor Selection Functions for Logistic and Cox regression models in multiply imputed datasets
cox-regression imputation imputed-datasets logistic multiple-imputation pool predictor regression selection spline spline-predictors
Language:R 11
tinyheero / survutils
Survival analysis utility functions using functional programming principals
r survival-analysis cox-regression functional-programming
Language:R 11
sahirbhatnagar / casebase
survival-analysis cox-regression competing-risks r regression-models
Language:R 8
alexpkeil1 / LSurvival.jl
Survival analysis functions that allow left truncation and weighting, including Aalen-Johansen, Kaplan-Meier, and Cox proportional hazards regression
cox-model cox-regression julia kaplan-meier survival-analysis aalen-johansen
Language:Julia 6
Apurva-tech / HackerCamp-Visara
Health app, that predicts diabetic retinopathy
html css cox-regression deep-neural-networks healthcare-application machine-learning summarizer
Language:CSS 6
pippipalma / MAMBA
MAMBA – Multi-pAradigM voxel-Based Analysis: a computational cookbot
image-analysis neuroimaging radiotherapy vba vbm voxel-based voxel-based-analysis voxel-based-morphometry cox-regression generalized-linear-models glm matlab
Language:MATLAB 6
xmuyzz / DeepPLGG
Deep learning prediction on BRAF genetic mutation for patients with pediatric low grade glioma (pLGG).
cnn cox-regression radiogenomics survival-analysis pediatric-glioma
Language:Python 6
neelsoumya / dsSurvival
Survival functions for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.
survival-analysis datashield cox-models cox-regression clinical-informatics meta-analysis survival-models datashield-technical-team survival-functions r datashield-testing dssurvival
Language:R 5
actuallyykatie / ba
business analytics course homework assignments
bayesian-network churn-prediction cox-regression decision-tree eda feature-selection ggplot2 kaplan-meier lime logistic-regression r random-forest survival-analysis churn-modeling ctree
Language:HTML 4
barupal / EPIC_Risk
R script for calculating cox proportional hazard models for the association between polyphenols and cancer risk in EPIC cohort
epidemiology survival-analysis polyphenols epic-cohort r cox-regression
Language:R 4
multisnpnet-Cox
rivas-lab / multisnpnet-Cox
Multiresponse time-to-event Cox proportional hazards model - CPU
cox-ph cox-model cox-regression survival-analysis survival-prediction cpu multiresponse-sparse-regression human-genetics biobank
Language:R 4
RRafiee / SurvivalAnalysis
Survival modelling using Cox proportional hazard regression model
survival modelling survival-analysis cox-model proportional-hazard-test risk-model probability predictive-analytics predictive-modeling cox-regression cox clinical-data medulloblastoma kaplan-meier receiver-operating-characteristic roc-curve simplified model r rprogramming
Language:R 4
biolab / orange3-survival-analysis
🍊 :heavy_plus_sign: Survival Analysis add-on for Orange3 data mining suite.
survival-analysis kaplan-meier-plot cox-regression
Language:Python 3
kapsner / mlsurvlrnrs
Survival learners for the `mlexperiments` R 📦
algorithms cox-regression experiments glmnet learners machine-learning r r-package random-survival-forests survival survival-support-vector-machine xgboost
Language:R 3
neelsoumya / dsSurvival_bookdown
A bookdown demonstrating how to build survival models using the dsSurvival package in DataSHIELD
r datashield survival-analysis cox-regression dssurvival dssurvivalclient survival-models
Language:TeX 3
neelsoumya / dsSurvivalbookdown
A bookdown demonstrating how to build survival models using the dsSurvival package in DataSHIELD
r datashield survival-models cox-regression privacy-protection dssurvival dssurvivalclient
Language:TeX 3
neelsoumya / dsSurvivalClient
Survival functions (client side) for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.
survival-analysis datashield survival-models cox cox-regression cox-model survival-functions cox-models federated-analysis datashield-technical-team r datashield-testing dssurvival dssurvivalclient reproducible-research
Language:HTML 3
omariosc / survival-analysis
Survival Analysis with Neural Networks
cox-regression latent-class-analysis survival-analysis machine-learning neural-network
Language:Jupyter Notebook 3
OrangePomeranian / Survival_Analysis
This project focuces on analysis of survival patients with Aids, with Python library Lifelines
lifelines python cox-regression coxph-model kaplan-meier logrank-test weibull
Language:Jupyter Notebook 3
rivas-lab / multisnpnet-Cox_gpu
Multiresponse time-to-event Cox proportional hazards model - GPU
cox-regression survival-analysis multiresponse-sparse-regression genetics biobank prediction-model gpu gpu-acceleration gpu-computing
Language:C++ 3
xmuyzz / HeadNeckCancer-Outcome
A fully-automatic end-to-end outcome prediction platform for oropharyngeal cancer
deep-learning cnn pytorch survival-prediction cox-regression ct
Language:Python 3

cox-regression

CamDavidsonPilon / lifelines

abess-team / abess

ModelOriented / survex

liupei101 / TFDeepSurv

einatboro / awesome-survival-analysis

MI2DataLab / survshap

JuliaStats / Survival.jl

sauravmishra1710 / Heart-Failure-Condition-And-Survival-Analysis

danielegiardiello / Prediction_performance_survival

chiragnagpal / deep_cox_mixtures

rivas-lab / snpnet

dmis-lab / VAECox

selcukorkmaz / geneSurv

andreamazzella / r4asme

pleonova / stat-tests

mwheymans / psfmi

tinyheero / survutils

sahirbhatnagar / casebase

alexpkeil1 / LSurvival.jl

Apurva-tech / HackerCamp-Visara

pippipalma / MAMBA

xmuyzz / DeepPLGG

neelsoumya / dsSurvival

actuallyykatie / ba

barupal / EPIC_Risk

rivas-lab / multisnpnet-Cox

RRafiee / SurvivalAnalysis

biolab / orange3-survival-analysis

kapsner / mlsurvlrnrs

neelsoumya / dsSurvival_bookdown

neelsoumya / dsSurvivalbookdown

neelsoumya / dsSurvivalClient

omariosc / survival-analysis

OrangePomeranian / Survival_Analysis

rivas-lab / multisnpnet-Cox_gpu

xmuyzz / HeadNeckCancer-Outcome