A Digital Twin for Individualized Treatment Effects of Non-Invasive Respiratory Support Strategies (DINIRS)

arXiv:2608.26915 · q-bio.QM · Submitted 2026-08-27 · Read on arXiv

q-bio.QM

Submitted: 2026-08-27

Updated: 2026-09-19

Code: https://github.com/vsubbian/DINIRS

Terminology

Ablation — 9× in this paper · explained in 1 episode
Digital Twin — 8× in this paper · explained in 5 episodes
External Validation — 6× in this paper · explained in 2 episodes
Transformer — 5× in this paper · explained in 2 episodes
Ablation study — 3× in this paper · explained in 1 episode
Selection Bias — 3× in this paper · explained in 4 episodes
Adam — 2× in this paper · explained in 2 episodes
Calibration — 2× in this paper · explained in 7 episodes
Consistency — 2× in this paper · explained in 3 episodes
Robustness — 2× in this paper · explained in 5 episodes
Ablation Studies — 1× in this paper · explained in 1 episode
Accuracy — 1× in this paper · explained in 1 episode
Adaptation — 1× in this paper · explained in 1 episode
Causal Inference — 1× in this paper · explained in 4 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Generalization — 1× in this paper · explained in 13 episodes
Ontology — 1× in this paper · explained in 2 episodes
Predictive Approaches to Treatment Effect Heterogeneity — 1× in this paper
Regularization — 1× in this paper · explained in 3 episodes
Representation Learning — 1× in this paper · explained in 2 episodes
Sequential Organ Failure Assessment — 1× in this paper

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