CVC-ClinicDB
CVC-ClinicDB
Datasets
CVC-ClinicDB
File
CVC-ClinicDB
Use Case
Computer Vision
Description
CVC-ClinicDB is a database of frames extracted from colonoscopy videos. The dataset contains several examples of polyp frames & corresponding ground truth for them.
About Dataset
Content
CVC-ClinicDB is a database of frames extracted from colonoscopy videos. The dataset contains several examples of polyp frames & corresponding ground truth for them. The Ground Truth images consists of a mask corresponding to the region covered by the polyp in the image.
- It is a high-resolution colonoscopy image dataset.
- Meticulously annotated for polyps and colorectal abnormalities.
- Crucial for developing computer-aided diagnosis (CAD) systems.
- Enhances accuracy and reliability of colorectal cancer detection.
- Used by researchers and developers to train machine learning models.
- Facilitates advancements in medical imaging and diagnostic technology.
- Plays a crucial role in early detection and treatment of colorectal cancer.
- Improves patient outcomes through better diagnostic tools.
This database consists of two different types of images:
Original images: original/frame_number.tiff
Polyp mask: ground truth/frame_number.tiff
Copyright
Images from folder ‘Original’ are property of Hospital Clinic, Barcelona, Spain
Images from folder ‘Ground Truth’ are propery of Computer Vision Center, Barcelona, Spain
Referencing
This dataset was obtained from the official CVC-ClinicDB Challenge’s homepage. The use of this database is completely restricted for research and educational purposes. The use of this database is forbidden for commercial purposes.
Bernal, J., Sánchez, F. J., Fernández-Esparrach, G., Gil, D., Rodríguez, C., & Vilariño, F. (2015). WM-DOVA maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians. Computerized Medical Imaging and Graphics, 43, 99-111 .
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