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Application: PER-17

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Application APPARATUS, SYSTEM, AND METHOD FOR GENERATING PATIENT-SPECIFIC DEVICES

Matter Number PER-17

Paragraph Number 97

Application Number —

Reference Case 1 PER-17

Reference Case 2 —

Created 1/6/24, 10:05 PM

Modified 1/6/24, 10:05 PM

Id 15,503

Content

Generative models model the distribution of individual classes. They can generate data and provide a statistical model of the joint probability distribution on X×Y, P(X,Y)=P(X|Y)*P(Y), for an observable variable X and a target variable Y. Generative models include, for example, naïve Bayes models and Bayes networks, hidden Markov models, Boltzmann machines, variational autoencoders or generative adversarial networks (GAN).

Notes Added by DJM Jan 2024