sachidanandalle / monai-cloud-api

MONAI Cloud API developments for intelligent imaging and learning tools, fostering innovation in medical imaging and AI-driven services.

The NVIDIA MONAI Cloud APIs offer a comprehensive suite of tools designed to enhance workflows in medical imaging through interactive annotation, training, and inference. Here's an overview of their key features and how to get started:

Key Features

1. Interactive AI Annotation:

   • Utilizes the VISTA-3D foundation model.
   • Supports interactive AI annotation, enabling ongoing improvement of AI models through user feedback and new data integration.

2. Auto3DSeg:

   • Focuses on automating the process of 3D segmentation model creation.
   • Implements best practices to deliver state-of-the-art segmentation performance

3. VISTA-3D Model:

   • A robust foundation model, trained on 117 classes encompassing various organs and tumors.
   • The model's training and validation involved CT images from over 4,000 patients, ensuring its high accuracy and reliability for medical image analysis.

How to Get Started

To begin using the NVIDIA MONAI Cloud APIs, you can sign up for early access by filling out this survey: NVIDIA MONAI Cloud API Early Access.