Beyond Blur: A Semantic Tri-view Pipeline for Teledermatology Gradability via Skin Micro-relief

arXiv:2609.03095 · eess.IV, cs.CV, cs.HC, cs.LG · Submitted 2026-09-02 · Read on arXiv

eess.IV, cs.CV, cs.HC, cs.LG

Submitted: 2026-09-02

Updated: 2026-09-02

Journal ref: 2026 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), Pittsburgh, PA, USA, 2026, pp. 469-474

DOI: 10.1109/CHASE69719.2026.00080

Code: https://github.com/avalytiq/triview-pipeline

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Fidelity — 30× in this paper · explained in 2 episodes
AUC — 10× in this paper · explained in 2 episodes
Feature Extraction — 6× in this paper · explained in 2 episodes
Clinical Operating Point — 4× in this paper
Robustness — 3× in this paper · explained in 5 episodes
Benchmark — 2× in this paper · explained in 2 episodes
Explainability — 2× in this paper · explained in 3 episodes
Grounding — 2× in this paper · explained in 3 episodes
Interpretability — 2× in this paper · explained in 15 episodes
Redundancy — 2× in this paper · explained in 2 episodes
Calibration — 1× in this paper · explained in 7 episodes
Consistency — 1× in this paper · explained in 3 episodes
Core — 1× in this paper · explained in 2 episodes
F1 Score — 1× in this paper · explained in 3 episodes
Feature Engineering — 1× in this paper · explained in 3 episodes
Positive Predictive Value — 1× in this paper
Segmentation Masks — 1× in this paper · explained in 2 episodes

Terminology

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