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Summary of all articles

Journal: BMC Cancer

Article Title: Survival prediction of glioblastoma patients using machine learning and deep learning: a systematic review

doi: 10.1186/s12885-024-13320-4

Figure Lengend Snippet: Summary of all articles

Article Snippet: Baid et al. [ ] 2020 , Radiomics features , OS time in days , Multilayer perceptron (MLP) , Matlab, SPSS , BraTS2018 , Accuracy = 0.558, MSE = 338,219.37, MedianSE = 38,408.16, Std. Dev. = 939,986.80, Spearman R = 0.222.

Techniques: Expressing, DNA Methylation Assay, Plasmid Preparation, Gene Expression, Methylation, Biomarker Discovery, Imaging, Mutagenesis, Functional Assay

Overview of solar energy prediction models and outcomes.

Journal: Heliyon

Article Title: Analysis of variables to determine their influence on renewable energy forecasting using ensemble methods

doi: 10.1016/j.heliyon.2024.e30002

Figure Lengend Snippet: Overview of solar energy prediction models and outcomes.

Article Snippet: Multilayer Perceptron (MLP) and Feed-Forward Back-Propagation Networks , Used to predict solar irradiance on horizontal surfaces with a net error significantly lower than some linear methods. , Gardner & Dorling [ ]; Paoli, Voyant, Muselli, & Nivet [ ]; Achite, Banadkooki, Ehteram, Bouharira, Ahmed & Elshafie [ ] .

Techniques: Sampling