SRS-014 Generate per-image ICD analysis with explainability heat map

Identifier

SRS-014

Software System

• Processor
• Report Builder
• Orchestrator

Category

• Functional

Description

In addition to the aggregated analysis (SRS-013), the software shall generate a separate analysis for each individual dermatological image provided in the input set. This collection of per-image analyses shall be returned within the imagingAnalysis array of the output structure.

For each result in the imagingAnalysis array, the system shall provide:

1. A list of potential ICD categories with their corresponding probabilities for that specific image.
2. For the first five ICD categories listed in this per-image result, an associated explainability object must be generated.
3. This explainability object must contain a heatMap, which includes the Base64-encoded image data of the map, its contentType, and a descriptive title.

Derived from PRS

• PRS-8QJ: Generate an interpretative probability distribution of possible ICD categories by analysing images

Risks related to the SRS

Risks that are caused by the requirement

Risks to which the requirement is the solution (mitigation or control)