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Medical Imaging
Medical Image Segmentation Gradio App

Medical Image Segmentation Gradio App

Segment medical images to identify gastrointestinal parts

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What is Medical Image Segmentation Gradio App ?

The Medical Image Segmentation Gradio App is a cutting-edge tool designed for medical professionals and researchers to segment medical images and identify specific anatomical structures, particularly in the gastrointestinal tract. It leverages advanced AI algorithms to deliver accurate and efficient image analysis, aiding in diagnosis, treatment planning, and research.

Features

• AI-Powered Segmentation: Utilizes state-of-the-art AI models to automatically segment medical images.
• Support for Multiple Image Types: Works with common medical imaging formats such as DICOM, MRI, CT scans, and X-rays.
• Real-Time Visualization: Provides instant segmentation results with HIGH accuracy.
• Interactive Interface: Allows users to upload images, adjust settings, and view results seamlessly.
• Cross-Platform Compatibility: Accessible via web browsers without needing additional software.

How to use Medical Image Segmentation Gradio App ?

  1. Access the App: Open the Medical Image Segmentation Gradio App via its web interface.
  2. Upload an Image: Click the "Upload" button to select and load a medical image (DICOM, MRI, CT, or X-ray).
  3. Select Processing Options: Choose the specific anatomical region or structure you want to segment (e.g., gastrointestinal parts).
  4. Run Segmentation: Click the "Segment" button to analyze the image.
  5. View Results: Review the segmented image, which highlights the identified structures in color-coded overlays.
  6. Download Results: Save the segmented image for further analysis or reporting.

Frequently Asked Questions

What formats does the app support?
The app supports DICOM, MRI, CT scans, and X-rays. Ensure your images are in one of these formats for proper segmentation.

Is the app accurate for gastrointestinal segmentation?
Yes, the app is optimized for high accuracy in segmenting gastrointestinal structures. However, always validate results with clinical expertise.

Can I use the app on any browser?
Yes, the app is web-based and works on most modern browsers without requiring additional plugins.

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