Image Quality Assessment Framework - PLAX Rotation/Orientation


Project Description


Image rotation can significantly affect the quality and interpretability of PLAX echocardiographic images. This project aims to create a standardized, open-access dataset of PLAX images with varying degrees of rotation, along with expert annotations.



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Network Architecture

Project Goals

  • Develop a Reference Dataset: Create a comprehensive dataset of PLAX echocardiographic images with diverse rotation angles, carefully annotated by experienced echocardiographers.
  • Standardize Rotation Assessment: Establish clear and objective criteria for assessing the degree of rotation in PLAX images.
  • Empower AI Development: Provide a high-quality dataset to train and validate AI algorithms for automatic rotation detection and correction.
  • Improve Image Acquisition: Develop training materials and guidelines to help sonographers optimize image acquisition and minimize rotational artifacts.
  • Enhance Diagnostic Accuracy: Ultimately improve the accuracy and reliability of PLAX echocardiographic interpretations for better patient care.

Your Role

  • Review PLAX Echocardiographic Videos: You will be presented with a series of PLAX echocardiographic videos.
  • Assess Rotation: Using the provided guidelines and your expertise, you will assess the degree of rotation in each video.
  • Rank Images: You will then rank the videos based on the severity of rotation, from least to most rotated.
  • Provide Feedback (Optional): Share your insights and suggestions for improving the annotation process or the assessment criteria.

How to Participate

  1. Create an Account: Register on the UnityImaging.net labelling platform.
  2. Access the Project: Find and join the "PLAX Rotation Assessment Project."
  3. Review Guidelines: Familiarize yourself with the detailed annotation instructions and criteria for assessing rotation.
  4. Start Annotating: Begin reviewing and ranking PLAX echocardiographic videos based on the degree of rotation.
  5. Provide Feedback (Optional): Share your insights to help refine the process and improve the dataset.

Ranking Criteria

  • Anatomical Landmarks: Assess how well the anatomical landmarks align with standard views.
  • Overall Image Quality: Rate the overall clarity and diagnostic quality of the image, considering factors like contrast and resolution.

Who Should Participate?

  • Echocardiographers: Your expertise in image interpretation is crucial for accurate assessment.
  • Cardiologists: Your clinical knowledge can help understand the impact of rotation on diagnosis.
  • Sonographers: Your experience in image acquisition can provide valuable insights into optimizing image quality.