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:
- A list of potential ICD categories with their corresponding probabilities for that specific image.
- For the first five ICD categories listed in this per-image result, an associated explainability object must be generated.
- This explainability object must contain a
heatMap
, which includes the Base64-encoded image data of the map, itscontentType
, and a descriptivetitle
.
Derived from PRS​
PRS-001