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About Dataset

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πŸ“’ Common Carotid Artery Ultrasound Images πŸ“’

πŸ”¬ Explore a meticulously collected dataset of ultrasound images focusing on the common carotid artery! This resource is ideal for researchers and developers working on projects related to medical imaging, computer vision, and cardiovascular health.

  • πŸ‘€ Contributor: Agata Momot
  • πŸ“… Published: November 14, 2022
  • πŸ”— DOI: 10.17632/d4xt63mgjm.1

Dataset Content:

πŸ“ This dataset contains a total of 2200 high-quality ultrasound images. The images were taken from 11 different subjects, with each person examined at least once on the left and right sides.

➑️ The dataset includes the following two main folders:

  • US images: 100 ultrasound images taken from each subject (1100 images in total).
  • Expert mask images: Corresponding mask images created by technicians and verified by experts (1100 images in total). These masks are highly valuable for carotid artery segmentation.

Image Characteristics:

  • πŸ–ΌοΈ Resolution: 709 x 749 x 3 (RGB)
  • πŸ’Ύ Format: PNG

Data Acquisition Details:

βš™οΈ The images were obtained using a Mindary UMT-500Plus ultrasound machine with an L13-3s linear probe. Among the 11 participants in the study group, 2 were examined using the vascular modality, and 8 using the carotid modality.

⏱️ Time series (DICOM) images were converted to PNG format and cropped appropriately.

Potential Applications:

🧠 This valuable dataset can be used for various applications, including:

  • Carotid artery segmentation πŸ«€
  • Carotid artery geometry measurement and evaluation πŸ“
  • Development and testing of computer vision algorithms πŸ’»
  • Biomedical engineering research πŸ§ͺ
  • Creation of medical education materials πŸ“š

Citation:

Momot, Agata (2022), β€œCommon Carotid Artery Ultrasound Images”, Mendeley Data, V1, doi: 10.17632/d4xt63mgjm.1