[ECCV 2024] Official PyTorch implementation of RoPE-ViT "Rotary Position Embedding for Vision Transformer"

A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration

DSPy: The framework for programming—not prompting—language models

Official Implementation of SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation (CVPRW 2024)

Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023

[CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis

A space to log issues, updates, and software related to the ATLAS (Anatomical Tracings of Lesions After Stroke) database.

This is a PyTorch implementation of BrainMVP for mpMRI brain image analysis.

[CVPR 2024 Extension] 160K volumes (42M slices) datasets, new segmentation datasets, 31M-1.2B pre-trained models, various pre-training recipes, 50+ downstream tasks implementation

Implementations of recent research prototypes/demonstrations using MONAI.

[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.

[ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

AI Toolkit for Healthcare Imaging

Large Medical Image Foundation Model

Deep Reinforcement Learning

An Autonomous LLM Agent for Complex Task Solving

[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.

🐫 CAMEL: Finding the Scaling Law of Agents. The first and the best multi-agent framework. https://www.camel-ai.org

A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

Simultaneous Multi-Plane Self-Supervised Learning for Isotropic MRI Restoration from Anisotropic Data

MRI brain extraction tool

an image registration/augmentation/segmentation package

Diffusion parameter EStImation with Gibbs and NoisE Removal pipeline Version 2

Open Neuroimaging Datasets