Title:
INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2020/101023
Kind Code:
A1
Abstract:
To provide an information processing apparatus, at least one non-transitory computer-readable storage medium, and a method which evaluate the appropriateness of a clustering result in consideration of characteristics of multidimensional data to be clustered. An information processing apparatus comprising: at least one hardware processor; and at least one non-transitory computer-readable storage medium storing processor-executable instructions that, when executed by the at least one hardware processor, cause the at least one hardware processor to perform: receiving multidimensional data obtained from a plurality of cells; clustering the multidimensional data to generate clustering results indicating a plurality of clusters including a first cluster and a second cluster that share at least a portion of the multidimensional data; and outputting information representing reliability of the clustering results, wherein the information is indicative of a relationship between the first cluster and the second cluster.
Inventors:
MURATA REI (JP)
YAMANE KENJI (JP)
ENOKI JUNICHIRO (JP)
YAMANE KENJI (JP)
ENOKI JUNICHIRO (JP)
Application Number:
PCT/JP2019/044923
Publication Date:
May 22, 2020
Filing Date:
November 15, 2019
Export Citation:
Assignee:
SONY CORP (JP)
International Classes:
G06F16/22; G01N15/14; G06F16/28
Foreign References:
| US20130060775A1 | 2013-03-07 | |||
| US20170261930A1 | 2017-09-14 | |||
| US20130060775A1 | 2013-03-07 |
Other References:
KENNETH LO ET AL: "Automated gating of flow cytometry data via robust model-based clustering", NIH PUBLIC ACCESS AUTHOR MANUSCRIPT, vol. 73A, no. 4, 1 April 2008 (2008-04-01), pages 321 - 332, XP055492157, ISSN: 1552-4922, DOI: 10.1002/cyto.a.20531
Attorney, Agent or Firm:
SAKAI INTERNATIONAL PATENT OFFICE (JP)
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