This repository is a tutorial about survival analysis based on advanced machine learning methods including Random Forest, Gradient Boosting Tree and XGBoost. All of them are implemented in R.
☆32Dec 6, 2018Updated 7 years ago
Alternatives and similar repositories for Tutorial-Machine-Learning-Based-Survival-Analysis
Users that are interested in Tutorial-Machine-Learning-Based-Survival-Analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- We used different machine learning approaches to build models for detecting and visualizing important prognostic indicators of breast can…☆19Nov 1, 2020Updated 5 years ago
- A Random Survival Forest implementation for python inspired by Ishwaran et al. - Easily understandable, adaptable and extendable.☆65Jul 30, 2026Updated last month
- COX Proportional risk model and survival analysis implemented by tensorflow.☆104Mar 5, 2021Updated 5 years ago
- Deep learning prognosis for lung cancer☆13Apr 2, 2019Updated 7 years ago
- Code utilized in the paper "A phenome-wide association and Mendelian randomization study for Alzheimer's disease: a prospective cohort st…☆14Jun 10, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Download UKB bulk data☆11Jul 27, 2020Updated 6 years ago
- An implementation of multimodal deep neural network, a new model for human breast cancer prognosis prediction.☆12Mar 5, 2018Updated 8 years ago
- Code for the Paper "Automatic Feature Selection for Survival Analysis with Deep Learning"☆15Jul 2, 2020Updated 6 years ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆14Oct 1, 2021Updated 4 years ago
- ACM CHIL 2020: "Survival Cluster Analysis"☆18Jan 26, 2021Updated 5 years ago
- Analysis code for applied UK Biobank analyses in Mendelian randomisation for mediation analysis and example code for MR and mediation ana…☆13May 11, 2020Updated 6 years ago
- AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator☆38Nov 29, 2025Updated 9 months ago
- PyTorch implementation of Deep Survival Models.☆18Dec 22, 2017Updated 8 years ago
- DeepSurv code for keras☆23Oct 5, 2016Updated 9 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A library of survival model☆19Jul 6, 2020Updated 6 years ago
- Improving XGBoost survival analysis with embeddings and debiased estimators☆342Oct 3, 2024Updated last year
- ☆20Sep 25, 2020Updated 5 years ago
- Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database☆28May 7, 2021Updated 5 years ago
- Paper repository for "Ordered Beta Regression" (Kubinec 2022). For R package ordbetareg, see Github repo www.github.com/saudiwin/ordbetar…☆16Jun 27, 2022Updated 4 years ago
- Config files for my GitHub profile.☆14Mar 23, 2023Updated 3 years ago
- Repository for the familiar R-package. Familiar implements an end-to-end pipeline for interpretable machine learning of tabular data.☆31Sep 3, 2026Updated 2 weeks ago
- This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis☆220Aug 18, 2023Updated 3 years ago
- Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox propor…☆35Oct 23, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Type 2 diabetes and dementia in the Health and Retirement Study: A Mendelian randomization approach☆16Feb 23, 2023Updated 3 years ago
- ☆15Aug 5, 2016Updated 10 years ago
- Implementation of DeepSurv using Keras☆51Jul 6, 2023Updated 3 years ago
- R package for the identification of cancer-associated mutated genes using gene expression and mutation data.☆11Oct 29, 2021Updated 4 years ago
- ⛑ Code for "Metabolomic profiles predict individual multi-disease outcomes" ⛑☆23Sep 27, 2022Updated 3 years ago
- Parametric cure models for flexsurvreg☆16Feb 15, 2025Updated last year
- Predicting the Stage of Breast Cancer - M (Malignant) and B (Benign) using different Machine learning models and comparing their perform…☆14Sep 18, 2018Updated 8 years ago
- Mixed Effect Machine Learning☆10Apr 16, 2020Updated 6 years ago
- DeepSurv is a deep learning approach to survival analysis.☆705Aug 27, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- An implementation of multimodal deep neural network, a new model for human breast cancer prognosis prediction.☆31Mar 5, 2018Updated 8 years ago
- Prostate Cancer Alteration Signature Analysis https://xsliulab.github.io/PC_CNA_signature/☆13May 17, 2021Updated 5 years ago
- Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Even…☆369Apr 4, 2024Updated 2 years ago
- ☆12May 29, 2019Updated 7 years ago
- Repository for the review paper "Deep Learning for Survival Analysis: A Review"☆30Feb 25, 2025Updated last year
- Python implementation of Association Rule Mining☆11Apr 26, 2024Updated 2 years ago
- materials from data science dojo☆17Aug 15, 2017Updated 9 years ago