shi-ang / SurvivalEVALLinks
The most comprehensive Python package for evaluating survival analysis models.
☆42Updated this week
Alternatives and similar repositories for SurvivalEVAL
Users that are interested in SurvivalEVAL are comparing it to the libraries listed below
Sorting:
- A list of papers/resources in Survival Analysis that I have read or would like to read.☆68Updated 3 months ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆60Updated 2 years ago
- Flexible and modular implementation of multi-task logistic regression in PyTorch.☆20Updated 2 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- Multimodal deep learning model for long-term cancer survival prediction☆85Updated 3 years ago
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks☆215Updated 8 months ago
- Discrete-Time Survival Model for Neural Networks☆93Updated last year
- Semi-Supervised Learning for Deep Causal Generative Models☆22Updated last year
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 3 years ago
- Dynamic Deep Hit - Pytorch implementation☆28Updated 4 months ago
- Deep survival analysis made easy☆161Updated this week
- Code for "Transformer-Based Deep Survival Analysis"☆13Updated 3 years ago
- ☆29Updated 3 years ago
- An adapted PyTorch implementation of a Deep Recurrent Survival Analysis model.☆21Updated 2 years ago
- [npj Digital Medicine] "Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence m…☆18Updated 10 months ago
- Dynamic Affine Feature Map Transform☆48Updated last year
- Repository for the HiRID ICU Benchmark (HiB) project☆59Updated 2 years ago
- ☆123Updated 10 months ago
- cox loss function and c-index calculation with pytorch☆12Updated 6 years ago
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆21Updated last year
- ☆145Updated last year
- ☆10Updated last year
- Multiple instance learning library for Python☆64Updated 4 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated last year
- Individual Coefficient Approximation for Risk Estimation (ICARE) model☆18Updated 2 years ago
- Code for the Paper "Automatic Feature Selection for Survival Analysis with Deep Learning"☆16Updated 5 years ago
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data☆82Updated 5 years ago
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆31Updated last month
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆135Updated 2 months ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆19Updated last year