A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
☆185Mar 26, 2025Updated last year
Alternatives and similar repositories for autoprognosis
Users that are interested in autoprognosis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A framework for prototyping and benchmarking imputation methods☆202Apr 4, 2023Updated 3 years ago
- Resources for Machine Learning Explainability☆90Sep 4, 2024Updated last year
- A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.☆677Apr 21, 2026Updated 4 months ago
- TemporAI: ML-centric Toolkit for Medical Time Series☆129Dec 14, 2023Updated 2 years ago
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆54Jan 20, 2021Updated 5 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.
- Baseline models for predicting Length of Stay☆10Feb 7, 2023Updated 3 years ago
- Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series☆135Sep 16, 2022Updated 3 years ago
- FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…☆181Aug 17, 2026Updated last week
- Converting irregularly spaced time series, such as eletronic health records, into dataframes for tabular classification.☆20Jun 17, 2025Updated last year
- ☆11Nov 3, 2023Updated 2 years ago
- A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.☆26Mar 6, 2025Updated last year
- Python package for machine learning for healthcare using a OMOP common data model☆111Jun 17, 2023Updated 3 years ago
- A collection of ETLs from common data formats to Medical Event Data Standard☆43Aug 5, 2025Updated last year
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆118Jul 2, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A repository containing the materials required to complete the "AAAI Lab for Innovative Uses of Synthetic Data". This includes tutorials …☆12Sep 4, 2024Updated last year
- Self Supervised Learning for Time Series Using Similarity Distillation☆11Jun 29, 2022Updated 4 years ago
- PlaNet: Predicting population response to drugs via clinical knowledge graph☆32Mar 13, 2025Updated last year
- Streamlined Data Mapping to OMOP☆24Updated this week
- CliMB: An AI-enabled Partner for Clinical Predictive Modeling☆29Dec 19, 2025Updated 8 months ago
- The ‘Cancer-Prognosis-Analysis’ aims to provide prognosis-related codes for further studies. ALL of them are used just for research, but …☆12May 11, 2025Updated last year
- This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For m…☆25Sep 21, 2022Updated 3 years ago
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆47Jun 4, 2026Updated 2 months ago
- ☆64Jul 4, 2023Updated 3 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.
- ☆55Sep 20, 2023Updated 2 years ago
- For this project, I used publicly available Electronic Health Records (EHRs) datasets. The MIT Media Lab for Computational Physiology has…☆20Mar 14, 2024Updated 2 years ago
- A repository with various methods for clustering mixed datasets in python☆22Nov 7, 2021Updated 4 years ago
- On-instrument and post-acquisition targeted feature extraction☆13Apr 24, 2026Updated 4 months ago
- HyperSHAP is a holistic framework for explaining hyperparameter optimization based on Shapley values and interactions.☆21Apr 24, 2026Updated 4 months ago
- Study on mechanical power in MIMIC-III and eICU-CRD☆40Jun 30, 2019Updated 7 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆32Aug 3, 2022Updated 4 years ago
- A repository containing training code and model weights for TabPFN-Wide☆19Mar 27, 2026Updated 5 months ago
- Denoising Autoencoders for Phenotype Stratification☆42Nov 9, 2018Updated 7 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.
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆136Mar 5, 2025Updated last year
- ☆11Jan 20, 2020Updated 6 years ago
- Implementation of Tabular Neural Gradient Orthogonalization and Specialization (TANGOS). A regularizer for neural networks described in o…☆19Feb 23, 2023Updated 3 years ago
- Machine Learning and Artificial Intelligence for Medicine.☆473Feb 27, 2023Updated 3 years ago
- FSL randomise related scripts☆10Jan 10, 2022Updated 4 years ago
- NeurIPS paper 'Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis'☆12Oct 28, 2022Updated 3 years ago
- DCAP:Integrating multi-omics data with deep learning for predicting cancer prognosis☆21Feb 5, 2021Updated 5 years ago