Machine learning algorithm validation with a limited sample size - Vabalas, Andrius; Gowen, Emma; Poliakoff, Ellen; Casson, Alexander J. (PloS one, 2019)
Keywords: Accuracy; Algorithms; Artificial intelligence; Autism; Bias; Bioinformatics; Biological markers; Biology and Life Sciences; Biomarkers; Biomedical Research - statistics & numerical data; Brain research; Classification; Computer and Information Sciences; Computer simulation; Data analysis; Data collection; Data Interpretation, Statistical; Data mining; Datasets; Diagnostic imaging; Estimates; Humans; Internet of Things; Learning algorithms; Machine Learning; Medical imaging; Medicine and Health Sciences; Methods; Neuroimaging; Neurology; Noise; Normal distribution; Parameters; Pattern recognition; Physical Sciences; Research and Analysis Methods; Sample Size; Social Sciences; Spectrum analysis; Studies; Technology; Test procedures; Tracking; United Kingdom--UK; England