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Forecasting

Using trauma registry data to predict prolonged mechanical ventilation in patients with traumatic brain injury: Machine learning approach

Ahmad Abujaber, Adam Fadlalla, [ ... ], Ayman El-Menyar

KRAS, NRAS, and BRAF mutation prevalence, clinicopathological association, and their application in a predictive model in Mexican patients with metastatic colorectal cancer: A retrospective cohort study

Hector Eduardo Sanchez-Ibarra, Xianli Jiang, [ ... ], Hugo Alberto Barrera-Saldaña

Benchmarking machine learning models on multi-centre eICU critical care dataset

Seyedmostafa Sheikhalishahi, Vevake Balaraman, Venet Osmani

Feature sensitivity criterion-based sampling strategy from the Optimization based on Phylogram Analysis (Fs-OPA) and Cox regression applied to mental disorder datasets

Fatemeh Gholi Zadeh Kharrat, Newton Shydeo Brandão Miyoshi, [ ... ], Alexandre Cláudio Botazzo Delbem

The deformation monitoring of foundation pit by back propagation neural network and genetic algorithm and its application in geotechnical engineering

Jie Luo, Ran Ren, Kangde Guo

A simple strategy to enhance the speed of protein secondary structure prediction without sacrificing accuracy

Sheng-Hung Juan, Teng-Ruei Chen, Wei-Cheng Lo

Machine learning prediction of combat basic training injury from 3D body shape images

Steven Morse, Kevin Talty, [ ... ], Diana M. Thomas

Application of improved ELM algorithm in the prediction of earthquake casualties

Xing Huang, Mengjie Luo, Huidong Jin

Matrix Gla protein polymorphism rs1800801 associates with recurrence of ischemic stroke

Philipp Hendrix, Nelson Sofoluke, [ ... ], Christoph J. Griessenauer

Using structured pathology data to predict hospital-wide mortality at admission

Mieke Deschepper, Willem Waegeman, Dirk Vogelaers, Kristof Eeckloo

Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death

Yongkang Zhang, Yiye Zhang, [ ... ], Jessica S. Ancker

Development and validation of a robotic multifactorial fall-risk predictive model: A one-year prospective study in community-dwelling older adults

Alberto Cella, Alice De Luca, [ ... ], Alberto Pilotto

The potential of UAV-borne spectral and textural information for predicting aboveground biomass and N fixation in legume-grass mixtures

Esther Grüner, Michael Wachendorf, Thomas Astor

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