Learning the progression patterns of treatments using a probabilistic generative model
Onintze Zaballa, Aritz Pérez, Elisa Gómez Inhiesto, Teresa Acaiturri-Ayesta, José A. Lozano
Topics & Concepts
Computer scienceGenerative modelProbabilistic logicMachine learningLatent variable modelArtificial intelligenceLatent variableGenerative grammarExpectation–maximization algorithmStatistical modelImputation (statistics)Missing dataSequence (biology)Data miningMaximum likelihoodMathematicsStatisticsBiologyGeneticsMachine Learning in HealthcareTopic ModelingBayesian Methods and Mixture Models