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33 results about "Digital organism" patented technology

A digital organism is a self-replicating computer program that mutates and evolves. Digital organisms are used as a tool to study the dynamics of Darwinian evolution, and to test or verify specific hypotheses or mathematical models of evolution. The study of digital organisms is closely related to the area of artificial life.

Disease state prediction

The invention proposes a machine learning system (110) for determining at least one analytical model for predicting at least one target variable indicative of a disease state. The machine learning system (110) comprises:-at least one communication interface (114) configured for receiving input data, where the input data comprises a set of historical digital biomarker feature data, wherein the set of historical digital biomarker feature data comprises a plurality of measured values indicative of the disease state to be predicted; -at least one model unit (116), said at least one model unit comprising at least one machine learning model, said at least one machine learning model comprising at least one algorithm; -at least one processing unit (112), where the processing unit (112) is configured for determining at least one training data set and at least one test data set from an input data set, where the processing unit (112) is configured for determining the analysis model by training the machine learning model with the training data set, wherein the processing unit (112) is configured to predict a target variable for the test data set using the determined analysis model, and wherein the processing unit (112) is configured to determine a performance of the determined analysis model based on the predicted target variable and a truth value of the target variable of the test data set.
Owner:F HOFFMANN LA ROCHE & CO AG

Digital biomarkers for cognition and movement diseases or disorders

The present invention relates to the field of diagnostics. More specifically, it concerns a method for assessing a cognition and movement disease or disorder in a subject suspected to suffer therefromcomprising the steps of determining at least one cognition and/or fine motoric activity parameter from a dataset of cognition and/or fine motoric activity measurements obtained from said subject using a mobile device and comparing the determined at least one cognition and/or fine motoric activity parameter to a reference, whereby the cognition and movement disease or disorder will be assessed. The present invention also relates to a method for identifying whether a subject will benefit from a therapy for a cognition and movement disease or disorder comprising the steps of the method of the aforementioned invention and the further step of identifying the subject as a subject that benefits from the therapy if the cognition and movement disease or disorder is assessed. The present inventioncontemplates a mobile device comprising a processor, at least one sensor and a database as well as software which is tangibly embedded to said device and, when running on said device, carries out themethod of the present invention, a system comprising a mobile device comprising at least one sensor and a remote device comprising a processor and a database as well as software which is tangibly embedded to said device and, when running on said device, carries out the method and the use of the mobile device or system according to the invention for assessing a cognition and movement disease or disorder in a subject.
Owner:F HOFFMANN LA ROCHE & CO AG
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