Sold by: Radboud University Medical Center
Open data
|
Deployed on AWS
This page describes the COBRA (Classification Of Basal cell carcinoma, Risky skin cancers and Abnormalities) skin pathology dataset, which comprises over 7000 histopathology whole-slide-images related to the diagnosis of basal cell carcinoma skin cancer, the most commonly diagnosed cancer. The dataset includes biopsies and excisions and is divided into four groups. The first group contains about 2,500 BCC biopsies with subtype labels, while the second group includes 2,500 non-BCC biopsies with different types of skin dysplasia. The third group has 1,000 labelled risky cancer biopsies, including rare and dangerous types like melanoma, squamous cell carcinoma, and Merkel cell carcinoma. Finally, the fourth group contains 1,000 BCC excisions with or without free tumor margins, with 300 fully annotated. The dataset will be released over 2023 in stages, starting with the BCC and non-BCC biopsies, followed by BCC excisions, and finally the risky cancer biopsies.
Overview
This page describes the COBRA (Classification Of Basal cell carcinoma, Risky skin cancers and Abnormalities) skin pathology dataset, which comprises over 7000 histopathology whole-slide-images related to the diagnosis of basal cell carcinoma skin cancer, the most commonly diagnosed cancer. The dataset includes biopsies and excisions and is divided into four groups. The first group contains about 2,500 BCC biopsies with subtype labels, while the second group includes 2,500 non-BCC biopsies with different types of skin dysplasia. The third group has 1,000 labelled risky cancer biopsies, including rare and dangerous types like melanoma, squamous cell carcinoma, and Merkel cell carcinoma. Finally, the fourth group contains 1,000 BCC excisions with or without free tumor margins, with 300 fully annotated. The dataset will be released over 2023 in stages, starting with the BCC and non-BCC biopsies, followed by BCC excisions, and finally the risky cancer biopsies.
Features and programs
Open Data Sponsorship Program
This dataset is part of the Open Data Sponsorship Program, an AWS program that covers the cost of storage for publicly available high-value cloud-optimized datasets.
Pricing
This is a publicly available data set. No subscription is required.
Legal
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
AWS Data Exchange (ADX)
AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.
Open data resources
Available with or without an AWS account.
- How to use
- To access these resources, reference the Amazon Resource Name (ARN) using the AWS Command Line Interface (CLI). Learn more
- Description
- Whole slide images with corresponding labels including skin cancer and basal cell carcinoma risk class.
- Resource type
- S3 bucket
- Amazon Resource Name (ARN)
- arn:aws:s3:::cobra-pathology
- AWS region
- us-west-2
- AWS CLI access (No AWS account required)
- aws s3 ls --no-sign-request s3://cobra-pathology/
Resources
Vendor resources
Support
Managed By
Radboud University Medical Center
How to cite
COBRA was accessed on DATE from https://registry.opendata.aws/cobra .
License
CC BY-SA-NC 4.0
Similar products
This index monitors American performance car culture, tracking horsepower heritage, muscle car appreciation, and Stars & Stripes automotive legacy. It includes key models Shelby Cobra, Chevrolet Corvette, Ford Mustang, Dodge Viper, Chevrolet Camaro Z/28, Ford GT, Shelby GT500, Plymouth Road Runner, Pontiac GTO and Buick Grand National.
Flood Risk provides the most current flood mapping data from the Federal Emergency Management Agency (FEMA). In addition to flood zone information, the product includes a database of community participation status in the National Flood Insurance Program (NFIP), elevation profiles, and proximity measurements to varying levels of flood risk.
This index tracks American high-performance vehicles from 1964-1974, measuring muscle car appreciation, horsepower nostalgia, and American automotive culture. It includes key models: Shelby Cobra 427, Chevrolet Chevelle SS 454, Dodge Charger R/T, Plymouth 'Cuda 440, Ford Mustang Boss 429, Pontiac GTO Judge, Buick Grand National, Oldsmobile 442, AMC Javelin AMX, Chrysler Hemi 'Cuda.
This index tracks British automotive tradition, measuring gentlemanly performance, craftsmanship, and Anglo-Saxon motoring culture. It includes key models Aston Martin DB4/DB5/DB6, Jaguar E-Type, Jaguar XK120/140/150, Bentley Continental R, Rolls-Royce Silver Cloud, Lotus Elan, Lotus Esprit, TVR Griffith, Morgan Plus 8, AC Cobra, MG MGB, Triumph TR6, Austin-Healey 3000, Mini Cooper S and Land Rover Defender.