A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
☆187Mar 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 2 years ago
- A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.☆689Apr 21, 2026Updated 5 months ago
- TemporAI: ML-centric Toolkit for Medical Time Series☆130Dec 14, 2023Updated 2 years ago
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆54Jan 20, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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 4 years ago
- FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…☆182Updated this 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
- ☆48Jul 31, 2024Updated 2 years ago
- 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☆44Aug 5, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆117Jul 2, 2025Updated last year
- A repository containing the materials required to complete the "AAAI Lab for Innovative Uses of Synthetic Data". This includes tutorials …☆12Sep 4, 2024Updated 2 years ago
- Self Supervised Learning for Time Series Using Similarity Distillation☆11Jun 29, 2022Updated 4 years ago
- Streamlined Data Mapping to OMOP☆25Oct 3, 2026Updated last week
- CliMB: An AI-enabled Partner for Clinical Predictive Modeling☆30Dec 19, 2025Updated 9 months ago
- This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For m…☆25Sep 21, 2022Updated 4 years ago
- ☆64Jul 4, 2023Updated 3 years ago
- An intuitive platform for deploying the latest discoveries in healthcare AI to everybody's phones. Powered by PyTorch!☆10Aug 25, 2020Updated 6 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Data analysis scripts for "Atlas of plasma NMR biomarkers for health and disease in 118,461 individuals from the UK Biobank".☆19Dec 22, 2022Updated 3 years ago
- Deep survival analysis made easy☆216Aug 27, 2026Updated last month
- ☆24Mar 21, 2023Updated 3 years ago
- Converting UK Biobank genome-wide genotyping data from one reference build to another☆26Jun 20, 2024Updated 2 years ago
- Deep learning based registration for Learn2Reg Challenge (Task 3 : CT Abdominal)☆34Dec 6, 2021Updated 4 years ago
- On-instrument and post-acquisition targeted feature extraction☆13Updated this week
- Study on mechanical power in MIMIC-III and eICU-CRD☆40Jun 30, 2019Updated 7 years ago
- Launching and monitoring Slurm experiments in Python☆35Jun 29, 2026Updated 3 months ago
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆49Sep 4, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PARROT is a collaborative initiative to create and annotate radiology reports to facilitate the access to high-quality multi-lingual medi…☆12Oct 10, 2024Updated 2 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆32Aug 3, 2022Updated 4 years ago
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆138Mar 5, 2025Updated last year
- A toolkit for research on multimodal representation learning☆20Updated this week
- ☆11Jan 20, 2020Updated 6 years ago
- Official implementation of Recurrence with Correlation Network for Medical Image Registration☆10Mar 4, 2026Updated 7 months ago
- Implementation of Tabular Neural Gradient Orthogonalization and Specialization (TANGOS). A regularizer for neural networks described in o…☆19Feb 23, 2023Updated 3 years ago