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Forecasting

Preventing postoperative pulmonary complications by establishing a machine-learning assisted approach (PEPPERMINT): Study protocol for the creation of a risk prediction model

Britta Trautwein, Meinrad Beer, [ ... ], Michael Götz

Ensemble machine learning prediction model for clinical refraction using partial interferometry measurements in childhood

Sa Ra Kim, Dong Hyun Kang, Gon Soo Choe, Dae Hee Kim

MONTUR project: Dataset for understanding and forecasting tourist flows

Marco Alderighi, Tiziana Ciano, Massimiliano Ferrara, Domenico Santoro

Auditing the fairness of the US COVID-19 forecast hub’s case prediction models

Saad Mohammad Abrar, Naman Awasthi, [ ... ], Vanessa Frias Martinez

Residual-aware health prediction of power transformers via spatiotemporal graph neural networks

Peng Zeng, Gong Chu

Construction and application of machine learning models for predicting intradialytic hypotension

Pingping Wang, Ningjie Xu, [ ... ], Kedan Cai

Serum IL-6 and PTX3 predict severe outcome from COVID-19 in ambulatory subjects: Impact for future therapeutic decisions

Josh Poorbaugh, Jonathan T. Sims, [ ... ], Robert J. Benschop

Outcomes and costs in specialized burn care: Adapting the Quality Cost Indicator (QCI) model for burn care

Raaba S. M. Thambithurai, Willem H. P. van Veghel, [ ... ], on behalf of the National Burn Care, Education & Research group, the Netherlands

Integrated multi-omics analysis and predictive modeling of heart failure using sepsis-related gene signature

Yiping Lang, Tianyu Liang, Fei Li

Demographic forecast modelling using SSA-XGBoost for smart population management based on multi-sources data

Jin Wang, Shihan Ma, Qing Lv, Qiang Li

Building safer and more resilient cities in China: A novel approach using a dynamic nonhomogeneous Gray model for data-driven decision-making

Jian Liu, Ye He, Rui Feng, Bin Lyu

Comparing variable and feature selection strategies for prediction - protocol of a simulation study in low-dimensional transplantation data

Linard Hoessly, Jaromil Frossard, [ ... ], with the Swiss Transplant Cohort Study (STCS)

Balancing health and socioeconomic impacts: A uniform framework for evaluating non-pharmaceutical interventions

Matjaž Gams, Anže Marinko, [ ... ], Mitja Luštrek

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