JP7661059B2 - 情報処理システム、情報処理装置、情報処理方法およびプログラム - Google Patents

情報処理システム、情報処理装置、情報処理方法およびプログラム Download PDF

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JP7661059B2
JP7661059B2 JP2021027606A JP2021027606A JP7661059B2 JP 7661059 B2 JP7661059 B2 JP 7661059B2 JP 2021027606 A JP2021027606 A JP 2021027606A JP 2021027606 A JP2021027606 A JP 2021027606A JP 7661059 B2 JP7661059 B2 JP 7661059B2
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information processing
model
inference
processing device
learning
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JP2022129061A (ja
JP2022129061A5 (https=
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孝太郎 梅澤
竜太 植田
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Canon Inc
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Canon Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/098—Distributed learning, e.g. federated learning
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
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  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioethics (AREA)
  • Medical Informatics (AREA)
  • Computer Hardware Design (AREA)
  • Computer Security & Cryptography (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Public Health (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
JP2021027606A 2021-02-24 2021-02-24 情報処理システム、情報処理装置、情報処理方法およびプログラム Active JP7661059B2 (ja)

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JP2021027606A JP7661059B2 (ja) 2021-02-24 2021-02-24 情報処理システム、情報処理装置、情報処理方法およびプログラム
PCT/JP2022/006264 WO2022181426A1 (ja) 2021-02-24 2022-02-16 情報処理システム、情報処理装置、情報処理方法およびプログラム

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JP2021027606A JP7661059B2 (ja) 2021-02-24 2021-02-24 情報処理システム、情報処理装置、情報処理方法およびプログラム

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JP2022129061A JP2022129061A (ja) 2022-09-05
JP2022129061A5 JP2022129061A5 (https=) 2024-02-29
JP7661059B2 true JP7661059B2 (ja) 2025-04-14

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Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180129900A1 (en) 2016-11-04 2018-05-10 Siemens Healthcare Gmbh Anonymous and Secure Classification Using a Deep Learning Network
JP2019153216A (ja) 2018-03-06 2019-09-12 Kddi株式会社 学習装置、情報処理システム、学習方法、及びプログラム

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180129900A1 (en) 2016-11-04 2018-05-10 Siemens Healthcare Gmbh Anonymous and Secure Classification Using a Deep Learning Network
JP2019153216A (ja) 2018-03-06 2019-09-12 Kddi株式会社 学習装置、情報処理システム、学習方法、及びプログラム

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
VEPAKOMMA, Praneeth et al.，"Split learning for health: Distributed deep learning without sharing raw patient data"，arXiv.org [online]，arXiv:1812.00564v1，米国，2018年，pp. 1-7，[検索日 2022.04.28], インターネット: <URL: https://arxiv.org/pdf/1812.00564v1>，<DOI: 10.48550/ARXIV.1812.00564>

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WO2022181426A1 (ja) 2022-09-01

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