Drug model explorer
First Claim
1. A method of representing performance of a drug candidate, the method comprising:
- receiving raw data generated by a model of drug candidate behavior, the raw data comprising index information, treatment scenario input information types, and corresponding output performance information types;
extracting the index information from the raw data;
referencing the extracted index information to generate a metadata file, a structure of the metadata file explicitly reflecting a hierarchical structure of the model;
referencing the metadata file to convert the raw data file into a binary file, the metadata file explicitly identifying locations of treatment scenario information types and the output performance information types within the binary file;
generating a user interface from the metadata file, the interface comprising a menu of input variables;
presenting the menu to a user;
receiving a user-selected input at the interface;
causing the interface to reference the metadata file and the binary file to identify a subset of the binary file relevant to the user-selected input; and
presenting the data subset in one of a select type of presentation formats at the interface.
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Accused Products
Abstract
Computer systems and methods facilitate exploring results of drug candidate modeling. In one embodiment, the software is configured to receive raw data simulated by a probabilistic model of clinical safety, tolerability, and efficacy of a drug candidate. Index information is extracted from the raw data and then referenced to generate a metadata file, the structure of the metadata file explicitly reflecting a hierarchical structure of the model. The metadata file is in turn used to convert the raw data into a binary file, the metadata file explicitly identifying locations within the binary file, of treatment scenario information types and output performance information types. The metadata file is also referenced to generate an interface configured to receive inputs from a non-expert audience, and in turn present relevant subsets of the binary file in a limited number of plot and tabular formats. By standardizing presentation and manipulation of data from different models, software and methods in accordance with the present invention facilitate meaningful interaction between a non-expert audience, and the complex abstract mathematical models predicting drug behavior. The heightened audience-model interaction afforded by the present invention in turn promotes uniform and consistent evaluation of modeled data in the process of drug development.
37 Citations
28 Claims
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1. A method of representing performance of a drug candidate, the method comprising:
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receiving raw data generated by a model of drug candidate behavior, the raw data comprising index information, treatment scenario input information types, and corresponding output performance information types;
extracting the index information from the raw data;
referencing the extracted index information to generate a metadata file, a structure of the metadata file explicitly reflecting a hierarchical structure of the model;
referencing the metadata file to convert the raw data file into a binary file, the metadata file explicitly identifying locations of treatment scenario information types and the output performance information types within the binary file;
generating a user interface from the metadata file, the interface comprising a menu of input variables;
presenting the menu to a user;
receiving a user-selected input at the interface;
causing the interface to reference the metadata file and the binary file to identify a subset of the binary file relevant to the user-selected input; and
presenting the data subset in one of a select type of presentation formats at the interface. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25)
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26. A computer system comprising a processor and a memory storing code to operate the processor, the code comprising, a parser module configured to receive raw data output by a model of drug candidate behavior, and to generate a metadata file encoding outputs and related inputs of the model based upon index information extracted from the raw data;
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a data transfer module configured to convert the raw data into a binary file organized to match a structure encoded in the metadata file; and
a graphic user interface configured to present a menu of input variables to a user, to receive inputs selected by the user, to reference the metadata file and the binary file to identify a subset of the binary file relevant to the selected inputs, and to present the data subset in one of a select type of presentation format. - View Dependent Claims (27, 28)
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Specification