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
- Download UKB bulk data☆11Jul 27, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for the Paper "Automatic Feature Selection for Survival Analysis with Deep Learning"☆15Jul 2, 2020Updated 6 years ago
- ☆15Aug 5, 2016Updated 10 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
- 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Prediction of ICU Readmissions Using Data at Patient Discharge using MIMICIII Database☆28May 7, 2021Updated 5 years ago
- Repository for the familiar R-package. Familiar implements an end-to-end pipeline for interpretable machine learning of tabular data.☆31Aug 22, 2026Updated last week
- queries for mimic-iv☆10Jul 2, 2021Updated 5 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
- 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
- Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling. An implementati…☆145Jan 28, 2021Updated 5 years ago
- Predicting the Stage of Breast Cancer - M (Malignant) and B (Benign) using different Machine learning models and comparing their perform…☆14Sep 18, 2018Updated 7 years ago
- Mixed Effect Machine Learning☆10Apr 16, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MOMA: A Multi-task Attention Learning Algorithm for Multi-omics Data Interpretation and Classification☆19Apr 10, 2023Updated 3 years ago
- 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
- ☆11Jul 14, 2025Updated last year
- Repository for FAERS cleaning and analysis☆21Jul 7, 2026Updated last month
- ☆12May 29, 2019Updated 7 years ago
- Repository for the review paper "Deep Learning for Survival Analysis: A Review"☆30Feb 25, 2025Updated last year
- Laptop Prices Predictor is an end-to-end data science project that accurately predicts laptop prices using machine learning algorithms. T…☆15Aug 12, 2024Updated 2 years ago
- Python implementation of Association Rule Mining☆11Apr 26, 2024Updated 2 years 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.
- materials from data science dojo☆16Aug 15, 2017Updated 9 years ago
- Time capsule for burden of proof paper☆16Jul 13, 2026Updated last month
- Explainable AI for Prostate MRI☆10Jul 1, 2023Updated 3 years ago
- CNN Architectures : VGG, Resnet, InceptionNet, XceptionNet☆10Dec 20, 2018Updated 7 years ago
- Gateway to Aging: Spousal Concordance☆10Jun 9, 2023Updated 3 years ago
- Convolutional neural networks for extracting a "deep stroma score" from histological images of human cancer☆17Apr 16, 2020Updated 6 years ago
- Deep learning-based automated TICI (Thrombolysis In Cerebral Infarction) scoring for DSA-based assessment of mechanical thrombolysis resp…☆10Jun 9, 2022Updated 4 years ago