mkazmier / torchmtlr
Flexible and modular implementation of multi-task logistic regression in PyTorch.
☆18Updated last year
Related projects ⓘ
Alternatives and complementary repositories for torchmtlr
- The most comprehensive Python package for evaluating survival analysis models.☆27Updated 2 weeks ago
- A list of papers/resources in Survival Analysis that I have read or would like to read.☆41Updated 3 weeks ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆46Updated last year
- Multimodal deep learning model for long-term cancer survival prediction☆73Updated 2 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated last year
- Resources for Machine Learning Explainability☆69Updated 2 months ago
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data☆65Updated 4 years ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆13Updated 3 years ago
- Deep survival analysis made easy☆71Updated last week
- A probabilistic model to cluster survival data in a variational deep clustering setting☆29Updated 2 years ago
- Dynamic Deep Hit - Pytorch implementation☆22Updated 8 months ago
- ☆95Updated last month
- ACM CHIL 2020: "Survival Cluster Analysis"☆17Updated 3 years ago
- Semi-Supervised Learning for Deep Causal Generative Models☆21Updated 3 weeks ago
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks☆181Updated 2 years ago
- Dynamic Affine Feature Map Transform☆36Updated 5 months ago
- ☆29Updated 3 years ago
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆108Updated last year
- ☆28Updated 2 years ago
- ☆74Updated last year
- A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.☆119Updated 2 months ago
- ☆22Updated 3 months ago
- Training neural networks in PyTorch☆27Updated 8 months ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆17Updated 8 months ago
- Individual Coefficient Approximation for Risk Estimation (ICARE) model☆17Updated last year
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆81Updated 10 months ago
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆27Updated last month
- DeepHazard: Neural Network for Time Varying Risks☆16Updated 3 years ago
- ☆131Updated 3 months ago
- Implementation of DeepSurv using Keras☆49Updated last year