Fig. 3: Relevant properties of a driving biomedical image analysis problem are captured by the problem fingerprint (selection for SemS shown here).
From: Metrics reloaded: recommendations for image analysis validation
The fingerprint comprises a set of items, each of which represents a specific property of the problem, is either binary or categorical, and must be instantiated by the user. Besides the problem category, the fingerprint comprises domain interest-related, target structure-related, dataset-related and algorithm output-related properties. A comprehensive version of the fingerprints for all problem categories can be found in Figs. SN 2.7–2.9 (ImLC), SN 2.10–2.11 (SemS), SN 2.12–2.14 (ObD) and SN 2.15–2.17 (InS). Pred, prediction; ref, reference.
