Evaluating Multi-Task Morphological Concept Learning for Pulmonary Nodule Malignancy Assessment in 3D CT

arXiv:2609.38271 · cs.CV · Submitted 2026-09-29 · Read on arXiv

cs.CV

Submitted: 2026-09-29

Updated: 2026-09-29

Comments: 8 pages, 3 figures, 5 tables

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

Terminology

• Accuracy — 21× in this paper · explained in 1 episode
• AUC — 18× in this paper · explained in 2 episodes
• F1 Score — 7× in this paper · explained in 3 episodes
• Image Database Resource Initiative — 5× in this paper
• Adam — 2× in this paper · explained in 2 episodes
• Lung Image Database Consortium — 2× in this paper
• Alignment — 1× in this paper · explained in 1 episode
• Cancer Imaging Archive — 1× in this paper
• Generalization — 1× in this paper · explained in 13 episodes

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