mlcommons / medperfLinks
An open benchmarking platform for medical artificial intelligence using Federated Evaluation.
☆158Updated this week
Alternatives and similar repositories for medperf
Users that are interested in medperf are comparing it to the libraries listed below
Sorting:
- A generalizable application framework for segmentation, regression, and classification using PyTorch☆177Updated last week
- Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/☆88Updated last year
- ☆81Updated 2 years ago
- CLUE: A Clinical Language Understanding Evaluation for LLMs☆18Updated 5 months ago
- Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models☆127Updated last year
- A toolkit for evaluating and monitoring AI models in clinical settings☆85Updated this week
- MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imagi…☆105Updated 2 months ago
- A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)☆147Updated this week
- ☆115Updated last year
- Almanac: Retrieval-Augmented Language Models for Clinical Medicine☆33Updated last year
- ☆90Updated 4 months ago
- MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in cl…☆105Updated 3 months ago
- ☆200Updated 2 years ago
- FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…☆144Updated this week
- Foundation 3D ViT model for volumetric head CT☆40Updated 2 months ago
- Fast Pythonic data structures and tools for wrangling medical images.☆27Updated 6 months ago
- A metric suite leveraging the logical inference capabilities of LLMs, for radiology report generation both with and without grounding☆74Updated 7 months ago
- INSPECT dataset/benchmark paper, accepted by NeurIPS 2023☆33Updated last month
- ☆176Updated 4 months ago
- Tutorial repository for the official MOTOR release☆14Updated 4 months ago
- Notebooks for working with The Cancer Imaging Archive datasets. Have you written one? Submit a PR!☆117Updated last month
- A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)☆176Updated 3 weeks ago
- Medical ML Benchmark☆11Updated 2 years ago
- Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"☆106Updated 10 months ago
- ☆50Updated last year
- Expert-Curated Oncology Reports to Advance Language Model Inference☆29Updated last year
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆123Updated 2 years ago
- ☆55Updated last year
- ☆14Updated 2 years ago
- ☆72Updated 3 months ago