Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making

Simple, unified interface to multiple Generative AI providers

Allows volumetric rendering of 3D data with Unreal Engine.

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…

Learning to Use Medical Tools with Multi-modal Agent

Medical Multimodal LLMs

K3D lets you create 3D plots backed by WebGL with high-level API (surfaces, isosurfaces, voxels, mesh, cloud points, vtk objects, volume renderer, colormaps, etc). The primary aim of K3D-jupyter is…

SOFA-Renderer asset for Unity

A Framework of Small-scale Large Multimodal Models

BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks

LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs (CVPR 2023)

[Neurocomputing] The official code for "H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation".

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up until April 2023.

Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.

draw ROC,PR curve and calculate AUC MAP IoU for image semantic segmentation problem

[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.

The source code for "Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation", ADSMI @ MICCAI, 2024.

Collection of awesome medical dataset resources.

mamba在Windows的环境配置

Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"

Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data

[NeurIPS 2022] HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions

Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation