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AI Biotech/Diagnostics: Cardio
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Application US20170228514
Published 2017-08-10
Method And System For Characterizing Skin Related Conditions
Embodiments of a method and system for characterizing a skin-related condition in relation to a user can include one or more of: a handling network operable to collect containers comprising material from a set of users, the handling network comprising a sequencing system operable to determine microorganism sequences from sequencing the material; a microbiome characterization system operable to: determine at least one of microbiome composition data and microbiome functional diversity data based on the microorganism sequences, collect supplementary data associated with the skin-related condition for the set of users, and transform the supplementary data and the at least one of the microbiome composition data and the microbiome functional diversity data into a characterization model; and a therapy system operable to promote a treatment to the user for the skin-related condition based on characterizing the user with the characterization model in relation to the skin-related condition.
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- 1. A system for evaluating a skin-related condition in relation to a user, the system comprising:
a handling network operable to collect containers comprising material from a set of users, the handling network comprising a sequencing system operable to determine microorganism sequences from sequencing the material; a microbiome characterization system operable to:
determine microbiome composition data and microbiome functional diversity data based on the microorganism sequences,
collect supplementary data associated with the skin-related condition for the set of users, and
transform the supplementary data and features extracted from the microbiome composition data and the microbiome functional diversity data into a characterization model for the skin-related condition; and
a treatment system operable to promote a treatment to the user for the skin-related condition based on characterizing the user with the characterization model in relation to the skin-related condition.
- 10. A method for characterizing a skin-related condition in relation to a first user, the method comprising:
generating a microbiome composition dataset and a microbiome functional diversity dataset based on microorganism sequences derived from biological samples from a set of users; receiving a supplementary dataset informative of the skin-related condition for the set of users; obtaining a set of skin-related feature-selection rules correlating the skin-related condition to a subset of microbiome composition features and a subset of microbiome functional diversity features; generating a feature set based on evaluating the microbiome composition dataset and the microbiome functional diversity dataset against the set of skin-related feature-selection rules; applying the feature set with the supplementary dataset to generate a characterization model for the skin-related condition; generating a first characterization of the first user in relation to the skin-related condition using the characterization model; and promoting a therapy to the first user for the skin-related condition based on the first characterization.
