mlcommons / medperf
An open benchmarking platform for medical artificial intelligence using Federated Evaluation.
☆150Updated this week
Alternatives and similar repositories for medperf:
Users that are interested in medperf are comparing it to the libraries listed below
- ☆194Updated last year
- A generalizable application framework for segmentation, regression, and classification using PyTorch☆171Updated last month
- ☆74Updated last year
- A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)☆143Updated this week
- Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/☆84Updated 11 months ago
- Notebooks for working with The Cancer Imaging Archive datasets. Have you written one? Submit a PR!☆98Updated 3 weeks ago
- ☆157Updated 3 weeks ago
- ☆114Updated last year
- MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imagi…☆98Updated last week
- MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in cl…☆101Updated 7 months ago
- Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models☆125Updated 9 months ago
- Medical ML Benchmark☆12Updated last year
- This repository was used to develop Mirai, the risk model described in: Towards Robust Mammography-Based Models for Breast Cancer Risk.☆125Updated last month
- ☆86Updated last week
- MONAI Versatile Imaging Segmentation and Annotation☆151Updated 3 weeks ago
- A metric suite leveraging the logical inference capabilities of LLMs, for radiology report generation both with and without grounding☆59Updated 2 months ago
- Evaluation framework for oncology foundation models (FMs)☆79Updated this week
- Benchmarking toolkit for patch-based histopathology image classification.☆38Updated last year
- ☆70Updated last week
- ☆51Updated last year
- ☆14Updated 2 years ago
- A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)☆147Updated 2 months ago
- A tool for rapidly labeling objects using deep learning feature embedding☆29Updated 5 months ago
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆149Updated last year
- Meta-repository of screening mammography classifiers☆66Updated 2 years ago
- Expert-Curated Oncology Reports to Advance Language Model Inference☆27Updated 9 months ago
- MONAI Model Zoo that hosts models in the MONAI Bundle format.☆218Updated last week
- The repo for the FeTS Challenge☆49Updated 2 weeks ago
- ☆44Updated last year
- A survey on data-centric foundation models in healthcare.☆70Updated 3 months ago