Juan Manuel Hernández de la Hera, Francisco Manuel Morales-Rodríguez, José Pablo Rodríguez-Gobiet, Juan Pedro Martínez-Ramón
Attitudes toward mathematics/statistics, anxiety, self-efficacy and academic performance: an artificial neural network
Frontiers in psychology
electrocardiograms ecgs cornerstone cardiac care traditional statistical metrics like sensitivity specificity commonly used diagnostic evaluations limited applied clinical settings due inability incorporate pretest likelihoods individual patient context traditional diagnostic metrics provide complete picture clinical scenarios bayesian reasoning allows nuanced approach integrating pretest probabilities individual patient context produce accurate posttest probabilities demonstrated bayesian analysis four clinical cases bayesian reasoning enhances diagnostic accuracy personalizes patient care integrating prior probabilities diagnostic decisionmaking shift toward bayesian reasoning crucial improving patient outcomes era evidencebased medicine