cox-model

There are 0 repository under cox-model topic.

• liupei101 / TFDeepSurv

  COX Proportional risk model and survival analysis implemented by tensorflow.

  deeplearningsurvival-analysiscox-regressioncox-modeltensorflow
  Language:Python 96

• runopti / stg

  Python/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)

  feature-selectionneural-networkscox-modelclassificationregression
  Language:Python 95
• survex

  ModelOriented / survex

  Explainable Machine Learning in Survival Analysis

  brier-scorescox-regressionexplainable-aiexplainable-machine-learningexplainable-mlexplanatory-model-analysisinterpretable-machine-learninginterpretable-mlmachine-learningshapsurvival-analysiscox-modelprobabilistic-machine-learningr-packagecensored-datatime-to-eventxaibiostatisticsvariable-importancer
  Language:R 90

• MI2DataLab / survshap

  SurvSHAP(t): Time-dependent explanations of machine learning survival models

  variable-importancebiostatisticsbrier-scorescox-modelcox-regressionexplainable-aiprobabilistic-machine-learningshapsurvival-analysistime-to-eventexplainableinterpretablemachinelearningcphmodelcensoredsurvivalmachinelearningxai
  Language:Jupyter Notebook 72
• models-by-example

  m-clark / models-by-example

  By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.

  algorithmsbayesianmaximum-likelihood-estimationlinear-regressionlogistic-regressionneural-networkzero-inflatedmixed-modelshamiltonian-monte-carlolassoridge-regressionpenalized-regressiongradient-descentsplinesrkhspcacox-modelexpectation-maximizationmachine-learninggaussian-processes
  Language:R 66

• chiragnagpal / deep_cox_mixtures

  Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021

  reliability-engineeringreliability-analysissurvival-analysissurvival-predictioncox-regressioncox-model
  28

• ShixiangWang / ezcox

  Easily Process a Batch of Cox Models

  batch-processingcox-modelr-package
  Language:R 20

• wenjie2wang / intsurv

  Integrative Survival Models

  data-integrationsurvival-analysiscox-modelintegrative-coxcure-modellassoelastic-netuncertain-event
  Language:C++ 9

• wenjie2wang / dynsurv

  Dynamic Models for Survival Data

  survival-analysisbayesiancox-modelinterval-censoredtime-varying
  Language:C++ 7

• bastienbotrel / Predicting-lung-cancer-survival-time-by-OWKIN

  Solution that I provided to the 2020 challenge organized by Collège de France and Ecole Normale Supérieure of Paris. I finished 2nd out of the 98 teams/participants that participated.

  survival-analysisconvolutional-neural-networkscox-model
  Language:Jupyter Notebook 4

• Pegah-Ardehkhani / Cancer-Patients-Survival-Analysis

  Survival Analysis of Lung Cancer Patients

  cox-proportional-hazardcox-proportional-hazardscoxph-modeldata-sciencekaplan-meierkaplan-meier-plotkaplanmeierfitterlog-rank-testpythonsurvival-analysissurvival-modelssurvival-predictionnelsonaalenfittercancer-patientssurvivalcox-model
  Language:Jupyter Notebook 4

• RRafiee / SurvivalAnalysis

  Survival modelling using Cox proportional hazard regression model

  survivalmodellingsurvival-analysiscox-modelproportional-hazard-testrisk-modelprobabilitypredictive-analyticspredictive-modelingcox-regressioncoxclinical-datamedulloblastomakaplan-meierreceiver-operating-characteristicroc-curvesimplifiedmodelrrprogramming
  Language:R 4

• desmarais-lab / IPTM

  Interaction-Partitioned Topic Models (IPTM) using a Point Process Approach

  topic-modelingsocial-network-analysismcmcbayesian-inferencecox-model
  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-analysisdatashieldsurvival-modelscoxcox-regressioncox-modelsurvival-functionscox-modelsfederated-analysisdatashield-technical-teamrdatashield-testingdssurvivaldssurvivalclientreproducible-research
  Language:HTML 3
• multisnpnet-Cox

  rivas-lab / multisnpnet-Cox

  Multiresponse time-to-event Cox proportional hazards model - CPU

  cox-phcox-modelcox-regressionsurvival-analysissurvival-predictioncpumultiresponse-sparse-regressionhuman-geneticsbiobank
  Language:R 3

• alexpkeil1 / LSurvival.jl

  Survival analysis functions that allow left truncation and weighting, including Aalen-Johansen, Kaplan-Meier, and Cox proportional hazards regression

  cox-modelcox-regressionjuliakaplan-meiersurvival-analysisaalen-johansen
  Language:Julia 2

• arturstat / smoothHR

  Smooth Hazard Ratio Curves Taking a Reference Value

  hazard-ratiossurvival-analysiscox-modelgeneralized-additive-modelssmoothing
  Language:R 2

• survival-lumc / CauseSpecCovarMI

  Code and supplementary materials for the manuscript "Multiple imputation for cause-specific Cox models: assessing methods for estimation and prediction" (2022, Statistical Methods in Medical Research)

  competing-risksmultiple-imputationmissing-datacox-modelmice
  Language:R 2

• dbjohnson / minimal-survival

  Minimal implementation of Kaplan-Meier and Cox proportional hazards models

  cox-modelcox-regressionkaplan-meiersurvival-analysis
  Language:Python 1

• MarvinEdorh / Data-Mining

  UX Analytics & A/B Testing

  logistic-regressioncorrelationanovaglmab-testingchi2-contingencychi2ab-testkmeans-clusteringclusteringkmeansgeneralized-linear-modelskaplan-meiersurvival-analysislog-rank-testcox-modelbigquerypcamca
  Language:Python 1

• mounttai / OwnerAcceptance

  simulated data and estimation code for replication purposes for the paper MKSC-20-0420

  sharing-economycox-modeldynamic-modelintertemporal-decision-making
  Language:MATLAB 1

• AbrahamHussein / STAT533

  A survival analysis study of liver disease patients recreated in a Survival Methods course.

  survival-analysiscox-model
  0

• ShuxinD / pm-no2-o3-hospitalization-death-ADRD-coxph

  air pollution and mortality/readmission in ADRD population with Medicare data

  cox-modelinverse-probability-weightsmedicare-dataresearch-project
  Language:R 0

• aleniart / survival_analysis_R

  Survival analysis of marriages in the U.S. in R language.

  cox-modelevent-history-analysisrr-studiosurvival-analysisdata-analysisdata-science
  Language:HTML

• femtonelson / Mayo-Clinic-Primary-Biliary-Cirrhos-Survival-Analysisis

  Survival analysis of primary biliary cirrhosis patients

  clinical-trialsurvival-analysisrcox-model

• JRigh / Survival-Analysis-in-R-for-Public-Health

  Survival analysis in R for Public Health (Imperial College London through Coursera)

  cox-modelkaplan-meier-plotpublic-healthrroc-curvesurvival-analysis
  Language:R

• makama-md / AI-for-Medical-Prognosis

  This repo contains my assignment notebooks for the AI for Medicine Specialization course. The link to the course: AI for Medicine Specialization https://www.coursera.org/learn/ai-for-medical-prognosis

  cox-modelsckit-learnai-for-medicine-courseradeeplearning-airandomforestpythondecision-trees
  Language:Jupyter Notebook

• YosefGuevara012 / Survival-Analysis

  This repository contains the exercises and workshops of the survival analysis classes based on the book by Peter J. Smith and the lecture notes of Luis Guillermo Monroy Diaz (UNAL).

  rsurvival-analysisstatisticssurvivalkaplan-meiercox-model
  Language:HTML