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Machine learning algorithms

Predictive models in SMA II natural history trajectories using machine learning: A proof of concept study

Giorgia Coratti, Jacopo Lenkowicz, [ ... ], Eugenio Mercuri

E-CatBoost: An efficient machine learning framework for predicting ICU mortality using the eICU Collaborative Research Database

Nima Safaei, Babak Safaei, [ ... ], Mahdi Moqri

Using machine learning to predict health-related quality of life outcomes in patients with low grade glioma, meningioma, and acoustic neuroma

Roshan Karri, Yi-Ping Phoebe Chen, Katharine J. Drummond

Validation pipeline for machine learning algorithm assessment for multiple vendors

Bernardo C. Bizzo, Shadi Ebrahimian, [ ... ], Subba R. Digumarthy

Identifying luminal and basal mammary cell specific genes and their expression patterns during pregnancy

Zhan Dong Li, Xiangtian Yu, [ ... ], Yu-Dong Cai

Transferability of features for neural networks links to adversarial attacks and defences

Shashank Kotyan, Moe Matsuki, Danilo Vasconcellos Vargas

Application of a semivariogram based on a deep neural network to Ordinary Kriging interpolation of elevation data

Yang Li, Zhong Baorong, Xu Xiaohong, Liang Zijun

GNSS multipath suppression technology based on postcorrelation and independent component analysis

Jian Xu, Jicheng Ding

Adversarial robustness assessment: Why in evaluation both L₀ and L_∞ attacks are necessary

Shashank Kotyan, Danilo Vasconcellos Vargas

Device-based measurement of physical activity in pre-schoolers: Comparison of machine learning and cut point methods

Matthew N. Ahmadi, Stewart G. Trost

Using machine learning to understand age and gender classification based on infant temperament

Maria A. Gartstein, D. Erich Seamon, [ ... ], Evan M. Jordan

Improving the quality of predictive models in small data GSDOT: A new algorithm for generating synthetic data

Georgios Douzas, Maria Lechleitner, Fernando Bacao

A novel smartphone-based activity recognition modeling method for tracked equipment in forest operations

Ryer M. Becker, Robert F. Keefe

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