Published on in Vol 4 (2025)
This is a member publication of Iowa State University Full Waiver for Corresponding Authors - part of the KU/OAble agreement
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/71247, first published
.
A Real-Time Signal-Based Wavelet Long Short-Term Memory Method for Length-of-Stay Prediction for the Intensive Care Unit: Development and Evaluation Study
A Real-Time Signal-Based Wavelet Long Short-Term Memory Method for Length-of-Stay Prediction for the Intensive Care Unit: Development and Evaluation Study
Journals
- Ben Youssef Y, Amdouni A, Chhabra A, Manita G, Ben Hassine E. Multi-scale temporal fusion transformer with adaptive uncertainty quantification for EHR-based infectious disease prognosis. International Journal of Machine Learning and Cybernetics 2026;17(7) View
- Li X, Yii D, Cheng Y, Chen M, Zhong M. Development and Internal Validation of AdaG-Net: A Dual-Attention and Adaptive Gating-Based Multimodal Model for Mortality Prediction in Acute Respiratory Distress Syndrome. Journal of Medical and Biological Engineering 2026;46(3):429 View
- Islam M, Hanif M, Kim S. Performance evaluation of ARIMA, VAR, ANN, GRU, and LSTM for multivariate healthcare time-series prediction: a rigorous, reproducible benchmarking study with ablation analysis on MIMIC-III and eICU. Frontiers in Artificial Intelligence 2026;9 View