Title:
SYSTEM OF PREPROCESSORS TO HARMONIZE DISPARATE 'OMICS DATASETS BY ADDRESSING BIAS AND/OR BATCH EFFECTS
Document Type and Number:
WIPO Patent Application WO/2023/004033
Kind Code:
A3
Abstract:
Systems of preprocessors are provided to harmonize disparate 'omics datasets by addressing bias and/or batch effects. Methods are provided for harmonization of datasets, for generation of libraries of preprocessors for use in harmonization, and for training classifiers leveraging harmonization.
Inventors:
STAJDOHAR MIHA (US)
ZGANEC MATJAZ (US)
CVITKOVIC ROBERT (US)
LUSTRIK ROMAN (US)
AUSEC LUKA (US)
ROSENGARTEN RAFAEL (US)
POINTING DANIEL WILLIAM (US)
ZGANEC MATJAZ (US)
CVITKOVIC ROBERT (US)
LUSTRIK ROMAN (US)
AUSEC LUKA (US)
ROSENGARTEN RAFAEL (US)
POINTING DANIEL WILLIAM (US)
Application Number:
PCT/US2022/037860
Publication Date:
March 02, 2023
Filing Date:
July 21, 2022
Export Citation:
Assignee:
GENIALIS INC (US)
International Classes:
G06F16/25; G06F16/27; G06F16/28; G06F16/907; G06N5/02; G06N5/04; G16H50/70
Foreign References:
| US20160358099A1 | 2016-12-08 | |||
| US20200303078A1 | 2020-09-24 | |||
| US8295575B2 | 2012-10-23 |
Attorney, Agent or Firm:
HUESTIS, Erik, A. et al. (US)
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