RESNET18_RGB_NCT-CRC-HE-100K: Histopathology Image Dataset

A dataset of histopathology images, likely from the NCT-CRC-HE-100K collection. The dataset is hosted on Kaggle and appears to be pre-processed for use with a ResNet18 model. The specific number of images, source institution, and creation date are not provided in the metadata.

Use Cases

• Fine-tune a ResNet18 model for colorectal tissue classification (inferred from domain, verify after download)
• Benchmark image classification algorithms on medical histology patches (inferred from domain, verify after download)
• Explore transfer learning from natural images (RGB) to a specialized medical imaging domain (inferred from domain, verify after download)

Strengths

• Published on Kaggle, a major platform for data science.
• Dataset title suggests a specific, task-oriented preprocessing (RESNET18_RGB).

Limitations

• Metadata is minimal; actual content requires verification after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count, file formats, license, and author are unknown.

Provenance

Source

Likely derived from the NCT-CRC-HE-100K histopathology image collection.

Collection Method

Method of gathering is unknown.

Time Range

Temporal coverage is unknown.

Freshness

Last updated date is unknown; freshness unverified.

Geography

Spatial coverage is unknown.