Reliability-Centered Evaluation of Sparse Longitudinal CT Lesion-Size Forecasting with Conformal Interval Calibration and Gompertz-Inspired Regularization

arXiv:2609.21197 · cs.LG, q-bio.QM, stat.ME · Submitted 2026-09-18 · Read on arXiv

cs.LG, q-bio.QM, stat.ME

Submitted: 2026-09-18

Updated: 2026-09-18

Comments: 25 pages, 11 figures

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

Terminology

• Accuracy — 3× in this paper · explained in 1 episode
• Calibration — 3× in this paper · explained in 7 episodes
• Regularization — 2× in this paper · explained in 3 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• DeepLesion and Deep Lesion Tracker — 1× in this paper

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