Uncertainty Quantification-Incorporated Ensemble Model for Personalized Prediction of Severe Radiotherapy-Induced Immunosuppression Among Esophageal Cancer Patients

arXiv:2609.25139 · q-bio.QM · Submitted 2026-09-21 · Read on arXiv

q-bio.QM

Submitted: 2026-09-21

Updated: 2026-09-21

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

Terminology

• Conformal Prediction — 18× in this paper · explained in 5 episodes
• Uncertainty Quantification — 11× in this paper · explained in 8 episodes
• Calibration — 9× in this paper · explained in 7 episodes
• SHAP values — 6× in this paper · explained in 2 episodes
• AUC — 4× in this paper · explained in 2 episodes
• Digital Twin — 3× in this paper · explained in 4 episodes
• Empirical Coverage — 3× in this paper · explained in 2 episodes
• Absolute Lymphocyte Count — 2× in this paper
• Accuracy — 2× in this paper · explained in 1 episode
• Composite Dosimetric Score — 2× in this paper
• Cross-Residual Conformal Prediction — 2× in this paper
• Ensemble Learning — 2× in this paper · explained in 2 episodes
• Selection Bias — 2× in this paper · explained in 4 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Distribution Shift — 1× in this paper · explained in 5 episodes
• Dose-Volume Histogram — 1× in this paper
• Exchangeability — 1× in this paper · explained in 2 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Predictive Modeling — 1× in this paper · explained in 2 episodes
• Quantifying Uncertainty — 1× in this paper · explained in 5 episodes
• alpha — 1× in this paper · explained in 1 episode

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