Invention Grant
- Patent Title: System and method for differential analysis
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Application No.: US15518403Application Date: 2015-10-16
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Publication No.: US11055304B2Publication Date: 2021-07-06
- Inventor: Pengyu Hong , Yuanzhe Bei
- Applicant: BRANDEIS UNIVERSITY
- Applicant Address: US MA Waltham
- Assignee: BRANDEIS UNIVERSITY
- Current Assignee: BRANDEIS UNIVERSITY
- Current Assignee Address: US MA Waltham
- Agency: Quarles & Brady LLP
- International Application: PCT/US2015/055959 WO 20151016
- International Announcement: WO2016/061466 WO 20160421
- Main IPC: G06F16/25
- IPC: G06F16/25 ; G16B40/00 ; G06F17/18

Abstract:
The present disclosure includes systems and methods for performing a plurality of base statistical analysis on a dataset to yield multiple, different base statistics with respect to a first predetermined number of features. The dataset and the base statistics can be used to find a transformation that determines significant features while controlling a false discovery rate (FDR) to be below a target FDR threshold (Ψ), wherein a second predetermined number of features are assumed to be independent from each other. Using the transformation, a composite index can be generated that represents a synthesis of the base statistics and a report can be generated that indicates at least the relative presence of the significant features in the dataset using the composite index.
Public/Granted literature
- US20170308594A1 SYSTEM AND METHOD FOR DIFFERENTIAL ANALYSIS Public/Granted day:2017-10-26
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