A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
☆183Mar 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☆200Apr 4, 2023Updated 3 years ago
- Resources for Machine Learning Explainability☆91Sep 4, 2024Updated last year
- A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.☆671Apr 21, 2026Updated 3 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- Converting irregularly spaced time series, such as eletronic health records, into dataframes for tabular classification.☆20Jun 17, 2025Updated last year
- AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916☆211Jan 11, 2026Updated 6 months ago
- ☆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
- ☆11Aug 31, 2024Updated last year
- A collection of ETLs from common data formats to Medical Event Data Standard☆42Aug 5, 2025Updated 11 months ago
- 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.
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆118Jul 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 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☆24Apr 27, 2026Updated 2 months ago
- CliMB: An AI-enabled Partner for Clinical Predictive Modeling☆29Dec 19, 2025Updated 7 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 3 years ago
- ☆31Apr 24, 2024Updated 2 years ago
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆46Jun 4, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Change Point Detection in Time Series☆13Mar 15, 2023Updated 3 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
- 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
- ☆24Mar 21, 2023Updated 3 years ago
- Deep learning based registration for Learn2Reg Challenge (Task 3 : CT Abdominal)☆34Dec 6, 2021Updated 4 years ago
- Slicer3D extension for rating using Likert-type score Deep-learning generated segmentations, with segment editor functionality. Created t…☆27May 20, 2026Updated 2 months ago
- On-instrument and post-acquisition targeted feature extraction☆13Apr 24, 2026Updated 2 months ago
- HyperSHAP is a holistic framework for explaining hyperparameter optimization based on Shapley values and interactions.☆20Apr 24, 2026Updated 2 months ago
- ☆13May 24, 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.
- Study on mechanical power in MIMIC-III and eICU-CRD☆40Jun 30, 2019Updated 7 years ago
- Launching and monitoring Slurm experiments in Python☆33Jun 29, 2026Updated 3 weeks ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆32Aug 3, 2022Updated 3 years ago
- A repository containing training code and model weights for TabPFN-Wide☆19Mar 27, 2026Updated 3 months ago
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆133Mar 5, 2025Updated last year
- A toolkit for research on multimodal representation learning☆20Updated this week
- Official implementation of Recurrence with Correlation Network for Medical Image Registration☆10Mar 4, 2026Updated 4 months ago