Ecosyste.ms: Repos
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GitHub topics: kaplan-meier
n8tmps/cirrhosis-survival-analysis
survival analysis on cirrhosis data from mayo clinic study: kaplan-meier estimator/curve, log rank test, cox proportional hazards model
Language: SAS - Size: 569 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 0 - Forks: 0
razamehar/Employee-Turnover-Insights-using-Survival-Analysis
Analyzed employee turnover (Jan 2022 - Mar 2023) at my former organization, considering trends, departmental attrition, and tenure insights. Used predictive analytics from the 2022 Employee Engagement Survey to identify groups with flight risk. Incorporated Survival Analysis for temporal patterns, guiding decisions to improve retention.
Language: Python - Size: 556 KB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0
alexpkeil1/LSurvival.jl
Survival analysis functions that allow left truncation and weighting, including Aalen-Johansen, Kaplan-Meier, and Cox proportional hazards regression
Language: Julia - Size: 1.58 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 2 - Forks: 1
ActuarialIntelligence/Base
https://www.researchgate.net/profile/Rajah_Iyer
Language: C# - Size: 48.8 MB - Last synced: 23 days ago - Pushed: 24 days ago - Stars: 50 - Forks: 4
erdogant/kaplanmeier
kaplanmeier is an python library to create survival curves using kaplan-meier, and compute the log-rank test.
Language: Python - Size: 3.22 MB - Last synced: 27 days ago - Pushed: about 1 year ago - Stars: 29 - Forks: 10
JuliaStats/Survival.jl
Survival analysis in Julia
Language: Julia - Size: 446 KB - Last synced: 21 days ago - Pushed: 23 days ago - Stars: 69 - Forks: 22
fllstx/kaplan-meier-estimator
Kaplan-Meier-Estimator also known as the product limit estimator.
Language: TypeScript - Size: 707 KB - Last synced: 27 days ago - Pushed: 5 months ago - Stars: 4 - Forks: 1
suryateja0153/Survival-Analysis-Probability-Of-Patient-Survival
ML models to predict the probability of patient survival based on various KPI's.
Language: R - Size: 823 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
TNO-MPC/protocols.kaplan_meier
TNO MPC Lab - Protocols - Kaplan-Meier
Language: Python - Size: 71.3 KB - Last synced: 20 days ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0
CTCycle/SURVTOOLS-survival-analysis
An efficient digital toolkit to perform survival analysis with different built-in methodologies
Language: Python - Size: 7.81 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0
ferdiUP/machine-learning
Classical ML algorithms implementation.
Language: R - Size: 16.6 KB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
tjbencomo/survival-talk-pntlab
Best practices for survival analysis at PNT Lab
Language: HTML - Size: 27.9 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 3 - Forks: 1
vaitybharati/Survival-Analytics
Applying KaplanMeierFitter model on Time and Events
Language: Jupyter Notebook - Size: 1.95 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0
RRafiee/SurvivalAnalysis
Survival modelling using Cox proportional hazard regression model
Language: R - Size: 21.5 KB - Last synced: 7 months ago - Pushed: about 7 years ago - Stars: 2 - Forks: 2
liang-sarah/employeeTurnover
tracking survival rate of new employees with a best fitted model using 4 most significant personality trait parameters
Language: R - Size: 303 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
compbiolover/fly
Examining how caffeine levels impact fly survival
Language: R - Size: 73.2 KB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
mcrimi/got_survival
Survival analysis of Game of Thrones characters using Kaplan-Meier estimators, Cox regression and ElasticNet
Size: 2.73 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
MoinDalvs/Survival_Analysis_From_Scratch
An introduction to the concepts of Survival Analysis and its implementation in lifelines package for Python.
Language: Jupyter Notebook - Size: 99.6 KB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 1
dbjohnson/minimal-survival
Minimal implementation of Kaplan-Meier and Cox proportional hazards models
Language: Python - Size: 18.6 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0
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: 4 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0
zca21/SM-CW
Survival Models coursework - using KM, Cox models as well as graduation methods
Size: 26.4 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
selcukorkmaz/geneSurv
geneSurv: an interactive web-based tool for survival analysis in genomics research
Language: HTML - Size: 36.1 MB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 16 - Forks: 10
paidamoyo/calibration_uncertainty_t2e
IEEE TNNLS 2020: "Calibration and Uncertainty in Neural Time-to-Event Modeling"
Size: 461 KB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1
eghalea/System-Reliability-and-Heart-Failure-analysis-Python-projects
This Project is a study of the patient’s survival rate due to heart failure condition caused by cardiovascular diseases. Various factors causing the disease were analyzed with the use of reliability analysis and software to model and predict patients’ survival.
Language: Jupyter Notebook - Size: 7.36 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
NicolasH2/ggsurvival
survival curves in ggplot2
Language: R - Size: 142 KB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 1 - 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: 10 months ago - Pushed: about 3 years ago - Stars: 10 - Forks: 5
arturstat/TPmsm
Estimation of Transition Probabilities in Multistate Models
Language: C - Size: 340 KB - Last synced: 18 days ago - Pushed: 6 months ago - Stars: 0 - Forks: 0
bgonzalezbustamante/chilean-ministers 📦
Data Set on Chilean Ministers (1990-2014)
Language: TeX - Size: 624 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 1
bgonzalezbustamante/chilean-undersecretaries 📦
Data Set on Chilean Undersecretaries (1990-2022)
Language: R - Size: 827 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 1
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
OrangePomeranian/Survival_Analysis
This project focuces on analysis of survival patients with Aids, with Python library Lifelines
Language: Jupyter Notebook - Size: 129 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0
jessicaageorge5/radiation_oncology_analysis
[Survival Analytics] Working with Dr. Surbhi Grover MD, MPH evaluating survival outcomes, treatment, and survivorship for a cervical cancer cohort with or without HIV co-infection in Botswana, Africa using methods rooted in statistics.
Language: Jupyter Notebook - Size: 7.18 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 2
imnikhilanand/Can-You-Go-Blind-From-Laser-Eye-Surgery
Survival Analysis on the patients from a trial of laser coagulation for the treatment of diabetic retinopathy. Survival times in this dataset are actual time to blindness in months, minus the minimum possible time to event (6.5 months).
Language: R - Size: 27.3 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
allisonaustin/HeartFailureSurvivalAnalysis
Implementing Cox Regression and plotting Kaplan-Meier Fitter to predict survival probabilities based on different features. Data comes from UCI Machine Learning Repository.
Language: Python - Size: 23.4 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0
netisheth/Lung-Cancer
Determined how long a patient is likely to survive advanced inoperable lung cancer when treated with chemotherapy (standard treatment) vs chemotherapy combined with a new drug (test treatment).
Language: R - Size: 172 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0
MarvinEdorh/Data-Mining
UX Analytics & A/B Testing
Language: Python - Size: 1.94 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0
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).
Language: HTML - Size: 8.56 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0
herdiantrisufriyana/medhist
A preprocessor to construct medical history table from data source
Language: R - Size: 59.4 MB - Last synced: 4 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0
statmike/Guyot-SAS
Reconstructing individual-level data from published Kaplan-Meier survival curves using the method proposed by Guyot, Patricia et al (2012)
Language: SAS - Size: 34.2 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
kpatel427/SurvivalAnalysis_KaplanMeier
Generating Kaplan Meier plots using gene expression data
Language: R - Size: 26.4 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0
DeboraOliver/Kaplan-Meier
Kaplan-Meier for Congestive Heart Failure Analysis
Language: R - Size: 268 KB - Last synced: 12 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0
genielab/got_survival_analysis
this repository hold the supporting code for the blog post
Language: Jupyter Notebook - Size: 1.45 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 4
seigel/kaplan-meier
Simple library to help calculate and graph survival curves.
Language: Ruby - Size: 27.3 KB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0
