Ecosyste.ms: Repos

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GitHub topics: survival-models

brian-j-smith/MachineShop

MachineShop: R package of models and tools for machine learning

Language: R - Size: 13.5 MB - Last synced: 12 days ago - Pushed: 5 months ago - Stars: 62 - Forks: 10

giabaio/survHE

Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation. survHE can fit a large range of survival models using both a frequentist approach (by calling the R package flexsurv) and a Bayesian perspective.

Language: R - Size: 130 MB - Last synced: about 10 hours ago - Pushed: 7 months ago - Stars: 41 - Forks: 19

drizopoulos/JMbayes2

Extended Joint Models for Longitudinal and Survival Data

Language: R - Size: 356 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 67 - Forks: 20

oliviergimenez/NETDEM-workshop-survival-nimble

This repository holds the source materials used for a working group/symposium on capture-recapture models and social networks, and an introduction to capture-recapture models in nimble to estimate demographic parameters.

Language: HTML - Size: 136 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

shalabh147/Brain-Tumor-Segmentation-and-Survival-Prediction-using-Deep-Neural-Networks

Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of patients through deep neural networks.

Language: Jupyter Notebook - Size: 282 MB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 140 - Forks: 37

neelsoumya/dsSurvival

Survival functions for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.

Language: R - Size: 4.25 MB - Last synced: 7 months ago - Pushed: 11 months ago - Stars: 5 - Forks: 8

cnai-ds/Datathon-Health-Risk-Prediction

SCOR Datathon in 2020. Acquired and processed open data, predicted level of Glycohemoglobin, Cholesterol and probability of diabetes, then identified the probability change with Random Survival Forest to suggest improvements to a user.

Language: Jupyter Notebook - Size: 1.92 MB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 4 - Forks: 0

neelsoumya/dsSurvivalClient

Survival functions (client side) for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.

Language: HTML - Size: 9.31 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 2 - Forks: 6

DiegoVallarino/MSc-and-PhD-studies-in-Survival

In this work I tested if there was an improvement in performance in the use of different survival models.

Language: HTML - Size: 2.61 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

KarlaMonterrubioG/CompRisksVignettes

Supplementary material for the paper: A review on competing risks methods for survival analysis

Language: JavaScript - Size: 11.5 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

Pegah-Ardehkhani/Cancer-Patients-Survival-Analysis

Survival Analysis of Lung Cancer Patients

Language: Jupyter Notebook - Size: 254 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 1

sxtforreal/PlusDS

Identified the drivers of the risk of coronary heart disease and cardiovascular disease using the Sleep Heart Health Study dataset

Language: R - Size: 18.1 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

wiese-m/survival-studio

Survival Studio - a tool for automatic and interactive exploration of complex survival models. The project is carried out as part of the master's thesis supervised by Przemyslaw Biecek.

Language: Python - Size: 3.22 MB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

neelsoumya/dsSurvival_bookdown

A bookdown demonstrating how to build survival models using the dsSurvival package in DataSHIELD

Language: TeX - Size: 911 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0

neelsoumya/dsSurvivalbookdown

A bookdown demonstrating how to build survival models using the dsSurvival package in DataSHIELD

Language: TeX - Size: 829 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0

alexwky/LatentClassJM

A general model for the joint analysis of multivariate longitudinal data and survival time

Language: R - Size: 198 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

neelsoumya/survival_models

A repository of code and resources for survival models

Language: HTML - Size: 2.2 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

bydmitry/simu

Image-based Survival Modeling on simulated data

Language: Jupyter Notebook - Size: 1.5 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

Related Keywords
survival-models 18 survival-analysis 7 r 5 dssurvival 4 cox-regression 4 datashield 4 dssurvivalclient 3 survival-prediction 3 cox-models 3 deep-learning 2 data-science 2 keras-tensorflow 2 python 2 competing-risks 2 datashield-technical-team 2 datashield-testing 2 coxph-model 2 cox-model 2 survival-functions 2 time-to-event 1 statistical-models 1 r-packages 1 federated-analysis 1 reproducible-research 1 fine-gray-model 1 event-modeling 1 cox-re 1 c-index 1 biostatistics 1 xgboost-model 1 xgboost-algorithm 1 mtlr 1 efron-estimator 1 computer-vision 1 semiparametric-models 1 multivariate-longitudinal-data 1 longitudinal-data 1 latent-class 1 joint-models 1 em-algorithm 1 privacy-protection 1 plotly 1 explainable-ml 1 dashboard-application 1 risk-assessment 1 coronary-heart-disease 1 cardiovascular-diseases 1 boosting-algorithms 1 survival 1 nelsonaalenfitter 1 log-rank-test 1 kaplanmeierfitter 1 kaplan-meier-plot 1 kaplan-meier 1 cox-proportional-hazards 1 cox-proportional-hazard 1 cancer-patients 1 nimble 1 cormack-jolly-seber 1 capture-recapture-models 1 bayesian-statistics 1 prediction-model 1 precision-medicine 1 personalized-medicine 1 multi-state 1 mixed-models 1 longitudinal-analysis 1 uncertainty 1 rstan 1 plotting-survival-curves 1 inla 1 health-economic-evaluation 1 hamiltonian-monte-carlo 1 frequentist 1 regression-models 1 predictive-modeling 1 machine-learning 1 classification-models 1 cox 1 reinsurance 1 health-risks 1 diabetes 1 meta-analysis 1 clinical-informatics 1 vnet3d 1 unet-architecture 1 unet-3d 1 segmentation 1 mri-segmentation 1 medical-imaging 1 glioma 1 dice-scores 1 dice-loss 1 dice-coefficient 1 deep-neural-networks 1 cnn-segmentation 1 brats-dataset 1 brain-tumor-segmentation 1 aiformedicine 1