Cross-Country Learning for National Infectious Disease Forecasting Using European Data

arXiv:2601.20771 · q-bio.PE, cs.LG · Submitted 2026-01-28 · Read on arXiv

q-bio.PE, cs.LG

Submitted: 2026-01-28

Updated: 2026-09-17

Comments: 7 pages, 4 figures, 5 tables, Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2026), Toronto, Canada

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

Terminology

Transformer — 11× in this paper · explained in 2 episodes
Data Augmentation — 2× in this paper · explained in 7 episodes
Model-Agnostic — 2× in this paper · explained in 2 episodes
Robustness — 2× in this paper · explained in 5 episodes
Time Series Forecasting — 2× in this paper · explained in 3 episodes
Accuracy — 1× in this paper · explained in 1 episode
Alignment — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 3 episodes
Benchmark — 1× in this paper · explained in 2 episodes
Computational Biology — 1× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Convolutional Neural Networks (CNNs) — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Loss Function — 1× in this paper · explained in 2 episodes
Mean Absolute Error — 1× in this paper
Mean Absolute Percentage Error — 1× in this paper
Meta-learning — 1× in this paper · explained in 2 episodes
World Health Organization — 1× in this paper

Sources

Pandemic infection forecasting through compartmental model and learning-based approaches

Terminology

Sources

Related papers