Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add "isic-archive" dataset #2500

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
57 changes: 57 additions & 0 deletions datasets/isic-archive.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,57 @@
Name: International Skin Imaging Collaboration (ISIC) Archive
Description: A public-access archive of skin lesion images, supporting teaching, research, and the development and evaluation of diagnostic algorithms.
Documentation: https://www.isic-archive.com/
Contact: [email protected]
ManagedBy: International Skin Imaging Collaboration (ISIC)
UpdateFrequency: Upon new data ingest from contributors.
Tags:
- biology
- cancer
- classification
- computational pathology
- dicom
- grand-challenge.org
- health
- Homo sapiens
- imaging
- life sciences
- machine learning
- medical image computing
- medical imaging
- medicine
- microscopy
- segmentation
License: Creative Commons licenses (CC-0, CC-BY, or CC-BY-NC) are defined per-image.
Resources:
- Description: Images of skin lesions and associated metadata
ARN: arn:aws:s3:::isic-archive
Region: us-east-1
Type: S3 Bucket
DataAtWork:
Tutorials:
- Title: ISIC Archive Data Dictionary
URL: https://www.isic-archive.com/data-dictionary
NotebookURL:
AuthorName: International Skin Imaging Collaboration (ISIC)
Tools & Applications:
- Title: ISIC Archive Gallery
URL: https://gallery.isic-archive.com
AuthorName: International Skin Imaging Collaboration (ISIC)
- Title: isic-cli - The official command line tool for interacting with the ISIC Archive
URL: https://pypi.org/project/isic-cli
AuthorName: International Skin Imaging Collaboration (ISIC)
Publications:
- Title: "A patient-centric dataset of images and metadata for identifying melanomas using clinical context"
URL: https://doi.org/10.1038/s41597-021-00815-z
AuthorName: Rotemberg V, Kurtansky N, Betz-Stablein B, Caffery L, Chousakos E, Codella N, et al
- Title: "The SLICE-3D dataset: 400,000 skin lesion image crops extracted from 3D TBP for skin cancer detection"
URL: https://doi.org/10.1038/s41597-024-03743-w
AuthorName: Kurtansky N, D'Alessandro B, Gillis M, Betz-Stablein B, Cerminara S, Garcia R, et al
- Title: "International Skin Imaging Collaboration - Designated Diagnoses (ISIC-DX): Consensus terminology for lesion diagnostic labeling"
URL: https://doi.org/10.1111/jdv.20055
AuthorName: Scope A, Liopyris K, Weber J, Barnhill R, Braun R, Curiel-Lewandrowski C, et al
- Title: "Human surface anatomy terminology for dermatology: a Delphi consensus from the International Skin Imaging Collaboration"
URL: https://doi.org/10.1111/jdv.16855
AuthorName: Navarrete-Dechent C, Liopyris K, Molenda M, Braun R, Curiel-Lewandrowski C, Dusza S, et al
ADXCategories:
- Healthcare & Life Sciences Data