US 12,737,284 B2Granted

Detecting analysis model compatibilities with complex experiment designs to generate experiment design and analysis model compatibility graphical user interfaces

AssigneeRecursion Pharmaceuticals, Inc.

InventorsAnthus John Williams, James Thomas Brisette, Kristen Rose Morse, Khanh Ly Thi Nguyen, Matthew Lowry McKeithen, Nicholas Cernek, Scott Michael Nielsen, Shweta Deepchand Bhandare, Tatjana Sophie Kanashiro

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Abstract

The present disclosure relates to systems, non-transitory computer-readable media, and methods for generating and displaying compatibility metrics between experiment designs and data analysis models. For example, the disclosed systems can display an experiment design user interface that enables user selections of a modular experiment design and data analysis models for the experiment design. Furthermore, the disclosed systems can extract (or identify) one or more analysis code validation components from data analysis models that detect design errors (e.g., incompatibilities) between selected data analysis models and the experiment design. Additionally, the disclosed systems can compare the one or more analysis code validation components to the experiment design to detect compatibilities between the selected data analysis models with the experiment design. Moreover, the disclosed systems can also display, within graphical user interfaces, the detected compatibilities between selected data analysis models and the experiment design during scheduling of the modular experiment design.

Claims20

Dependent claims

A computer-implemented method comprising:

providing, for display via an experiment design user interface, one or more experiment design selection elements and one or more data analysis model selection elements;
in response to a user interaction with the one or more experiment design selection elements and the one or more data analysis model selection elements, identifying an experiment design comprising one or more experiment process components and a data analysis model;
generating an analysis code validation graph by:
extracting one or more analysis tasks from the data analysis model;
extracting one or more analysis code validation components from the data analysis model;
and
combining the one or more analysis tasks and the one or more analysis code validation components to generate the analysis code validation graph;
generating an experiment pre-runtime compatibility metric by comparing the one or more experiment process components and the analysis code validation graph;
and
providing, for display within a compatibility graphical user interface, a compatibility element indicating the experiment pre-runtime compatibility metric of the data analysis model relative to the experiment design representing whether the one or more experiment process components of the experiment design satisfy one or more conditions of the one or more analysis code validation components of the data analysis model.

7 more elements

A system comprising:

at least one processor;
and
at least one non-transitory computer-readable storage medium storing instructions that, when executed by the at least one processor, cause the system to:
provide, for display via an experiment design user interface, one or more experiment design selection elements and one or more data analysis model selection elements;
in response to a user interaction with the one or more experiment design selection elements and the one or more data analysis model selection elements, identify an experiment design comprising one or more experiment process components and a data analysis model;
generate an analysis code validation graph by:
extracting one or more analysis tasks from the data analysis model;
extracting one or more analysis code validation components from the data analysis model;
and
combining the one or more analysis tasks and the one or more analysis code validation components to generate the analysis code validation graph;
generate an experiment pre-runtime compatibility metric by comparing the one or more experiment process components and the analysis code validation graph;
and
provide, for display within a compatibility graphical user interface, a compatibility element indicating the experiment pre-runtime compatibility metric of the data analysis model relative to the experiment design representing whether the one or more experiment process components of the experiment design satisfy one or more conditions of the one or more analysis code validation components of the data analysis model.

10 more elements

A non-transitory computer-readable medium storing instructions that, when executed by at least one processor, cause a computing device to:

provide, for display via an experiment design user interface, one or more experiment design selection elements and one or more data analysis model selection elements;
in response to a user interaction with the one or more experiment design selection elements and the one or more data analysis model selection elements, identify an experiment design comprising one or more experiment process components and a data analysis model;
generate an analysis code validation graph by:
extracting one or more analysis tasks from the data analysis model;
extracting one or more analysis code validation components from the data analysis model;
and
combining the one or more analysis tasks and the one or more analysis code validation components to generate the analysis code validation graph;
generate an experiment pre-runtime compatibility metric by comparing the one or more experiment process components and the analysis code validation graph;
and
provide, for display within a compatibility graphical user interface, a compatibility element indicating the experiment pre-runtime compatibility metric of the data analysis model relative to the experiment design representing whether the one or more experiment process components of the experiment design satisfy one or more conditions of the one or more analysis code validation components of the data analysis model.

7 more elements

Dependencies are inferred from the claim text.