A Quantitative Evaluation Framework for Temporal Explainability in Echocardiographic Video Segmentation

arXiv:2609.08043 · cs.CV, cs.LG · Submitted 2026-09-07 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-09-07

Updated: 2026-09-07

Comments: 15 pages, 5 figures

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

Terminology

• Explainability — 3× in this paper · explained in 3 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Temporal consistency — 1× in this paper · explained in 2 episodes

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