We used different machine learning approaches to build models for detecting and visualizing important prognostic indicators of breast cancer survival rate. This repository contains R source codes for 5 steps which are, model evaluation, Random Forest further modelling, variable importance, decision tree and survival analysis. These can be a pipe…
☆18Nov 1, 2020Updated 5 years ago
Alternatives and similar repositories for Machine-Learning-on-Breast-Cancer-Survival-Prediction
Users that are interested in Machine-Learning-on-Breast-Cancer-Survival-Prediction are comparing it to the libraries listed below
Sorting:
- Deep learning prognosis for lung cancer☆13Apr 2, 2019Updated 6 years ago
- Code utilized in the paper "A phenome-wide association and Mendelian randomization study for Alzheimer's disease: a prospective cohort st…☆12Jun 10, 2022Updated 3 years ago
- Our solution (1st/98) for the 2020 challenge proposed by Owkin and hosted by ENS - Collège de France on predicting lung cancer survival t…☆10Dec 15, 2020Updated 5 years ago
- Companion code for research paper: “It’s complicated: characterizing the time-varying relationship between cell phone mobility and COVID-…☆11Aug 5, 2021Updated 4 years ago
- DeepSurv code for keras☆23Oct 5, 2016Updated 9 years ago
- This repository contains the code for all figures in the paper "General Pitfalls of Model-agnostic Interpretation Methods for Machine Lea…☆15Aug 17, 2021Updated 4 years ago
- Machine learning for spatial data: This repository contains the R-scripts for the analysis described in the paper "Importance of spatial …☆13Oct 29, 2019Updated 6 years ago
- hazard and excess hazard modelling with multidimensional penalized splines☆12Dec 2, 2024Updated last year
- GWAS for survival analysis in large cohorts☆22Jul 24, 2024Updated last year
- Developing Interactive Visualization Tools for Model-Supported R&D☆11Oct 10, 2019Updated 6 years ago
- Predicting the ten year risk of developing heart disease with machine learning on the frammingham dataset☆14Jul 16, 2020Updated 5 years ago
- R scripts to generate orders for use in customer and product simulation, data mining, and machine learning.☆15Apr 11, 2017Updated 8 years ago
- R package for the identification of cancer-associated mutated genes using gene expression and mutation data.☆10Oct 29, 2021Updated 4 years ago
- ☆12May 29, 2019Updated 6 years ago
- Download UKB bulk data☆12Jul 27, 2020Updated 5 years ago
- Tainan Dengue Map / 台南登革熱地圖☆15Jun 3, 2025Updated 9 months ago
- Analysis code for Olink CVD1 - HF analysis☆15Aug 14, 2024Updated last year
- materials from data science dojo☆15Aug 15, 2017Updated 8 years ago
- ☆21May 9, 2022Updated 3 years ago
- Mixed Effect Machine Learning☆10Apr 16, 2020Updated 5 years ago
- A R statistical software package for estimating attributable influenza morbidity & mortality☆13Jun 6, 2019Updated 6 years ago
- ☆17Oct 1, 2023Updated 2 years ago
- ☆12Nov 19, 2025Updated 3 months ago
- [R package]: Datasets from "Applied Logistic Regression" by Hosmer D.W., Lemeshow S. and Sturdivant X.☆12Nov 3, 2025Updated 4 months ago
- Downstream analysis for the paper "Metabolomic profiles predict individual multi-disease outcomes in the UK Biobank cohort".☆14Sep 27, 2025Updated 5 months ago
- Quantitative Insights Into Microbial Ecology - parsing and plotting functions for R☆18May 19, 2017Updated 8 years ago
- It is important for insurance companies to estimate the risk involved while covering a future customer. Predicting the chances of insuran…☆14Oct 15, 2019Updated 6 years ago
- ☆18Jan 22, 2018Updated 8 years ago
- See website at☆18Apr 12, 2019Updated 6 years ago
- Code for replicating "Machine learning methods for crop yield prediction and climate change impact assessment in agriculture", Environmen…☆21Sep 26, 2018Updated 7 years ago
- Implementation of DeepSurv using Keras☆51Jul 6, 2023Updated 2 years ago
- Contains the major codes done on Data Science and Algorithms☆13Apr 25, 2016Updated 9 years ago
- Scripts for plotting figures and running analysis throughout the manuscript☆11Nov 2, 2021Updated 4 years ago
- ☆18Oct 22, 2024Updated last year
- Code for the Paper "Automatic Feature Selection for Survival Analysis with Deep Learning"☆16Jul 2, 2020Updated 5 years ago
- 试试在这里放一些生物信息的东西，并且学会使用☆10Jul 13, 2020Updated 5 years ago
- retrain word2vec embedding with data from PMC and PubMed (soon)☆10Feb 28, 2024Updated 2 years ago
- ☆25Jan 5, 2022Updated 4 years ago
- Physical activity, multimorbidity, and life expectancy: a UK Biobank longitudinal study☆17Apr 11, 2019Updated 6 years ago