Scientific Radiology Ai

Radiology AI

Radiology AI skill. Medical image classification, detection, and segmentation for radiology, DICOM handling, radiomics, and clinical AI model evaluation.

Use This Skill When

• Medical image classification.
• Detection.
• Segmentation for radiology.
• DICOM handling.
• Radiomics.

Required Inputs

• Research objective, decision target, or hypothesis.
• Available data, source constraints, and domain assumptions.
• Required outputs, success metrics, and deadline or reproducibility constraints.

Workflow

1. Confirm scope, assumptions, and the exact artifact set to save.
2. Apply the narrowest domain method that answers the request with defensible evidence.
3. Save code, tables, figures, and intermediate outputs to files instead of chat-only output.
4. State limitations, uncertainty, and any validation or sensitivity checks performed.