JP7421475B2 - 学習方法、混合率予測方法及び学習装置 - Google Patents

学習方法、混合率予測方法及び学習装置 Download PDF

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JP7421475B2
JP7421475B2 JP2020527651A JP2020527651A JP7421475B2 JP 7421475 B2 JP7421475 B2 JP 7421475B2 JP 2020527651 A JP2020527651 A JP 2020527651A JP 2020527651 A JP2020527651 A JP 2020527651A JP 7421475 B2 JP7421475 B2 JP 7421475B2
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cell
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JPWO2020004575A1 (ja
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幹 阿部
大輔 岡野原
健太 大野
瑞貴 武本
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Preferred Networks Inc
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    • G—PHYSICS
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    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20—Supervised data analysis
    • G—PHYSICS
    • G01—MEASURING; TESTING
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    • G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B25/00—ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
    • G16B25/10—Gene or protein expression profiling; Expression-ratio estimation or normalisation

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JP2020527651A 2018-06-29 2019-06-27 学習方法、混合率予測方法及び学習装置 Active JP7421475B2 (ja)

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JP2018124385 2018-06-29
JP2018124385 2018-06-29
PCT/JP2019/025676 WO2020004575A1 (ja) 2018-06-29 2019-06-27 学習方法、混合率予測方法及び学習装置

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Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7395974B2 (ja) 2019-11-12 2023-12-12 株式会社レゾナック 入力データ生成システム、入力データ生成方法、及び入力データ生成プログラム
JP7571781B2 (ja) * 2020-02-18 2024-10-23 株式会社レゾナック 情報処理システム、情報処理方法、および情報処理プログラム
WO2021183917A1 (en) * 2020-03-12 2021-09-16 Bostongene Corporation Systems and methods for deconvolution of expression data
JPWO2023153413A1 (https=) * 2022-02-08 2023-08-17
WO2024108156A2 (en) 2022-11-17 2024-05-23 Bostongene Corporation Comprehensive immunoprofiling of peripheral blood
CN115831259B (zh) * 2022-12-12 2023-09-05 华东理工大学 聚氰酸酯的性能预测方法及其应用
WO2024216069A1 (en) 2023-04-13 2024-10-17 Bostongene Corporation Pan-cancer tumor microenvironment classification based on immune escape mechanisms and immune infiltration

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2017530693A (ja) 2014-08-08 2017-10-19 ナノストリング テクノロジーズ，インコーポレイティド 遺伝子発現データを使用した混成細胞集団のデコンボリューション方法
WO2018012601A1 (ja) 2016-07-14 2018-01-18 大日本印刷株式会社 画像解析システム、培養管理システム、画像解析方法、培養管理方法、細胞群製造方法及びプログラム
US20180057859A1 (en) 2016-05-06 2018-03-01 Craig E. Nelson Method for identifying rare cell types by single cell assisted deconvolution of population gene expression data
JP2018512071A (ja) 2015-01-22 2018-05-10 ザ ボード オブ トラスティーズ オブ ザ レランド スタンフォード ジュニア ユニバーシティー 異なる細胞サブセットの比率の決定方法およびシステム

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2017530693A (ja) 2014-08-08 2017-10-19 ナノストリング テクノロジーズ，インコーポレイティド 遺伝子発現データを使用した混成細胞集団のデコンボリューション方法
JP2018512071A (ja) 2015-01-22 2018-05-10 ザ ボード オブ トラスティーズ オブ ザ レランド スタンフォード ジュニア ユニバーシティー 異なる細胞サブセットの比率の決定方法およびシステム
US20180057859A1 (en) 2016-05-06 2018-03-01 Craig E. Nelson Method for identifying rare cell types by single cell assisted deconvolution of population gene expression data
WO2018012601A1 (ja) 2016-07-14 2018-01-18 大日本印刷株式会社 画像解析システム、培養管理システム、画像解析方法、培養管理方法、細胞群製造方法及びプログラム

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