IL312400A - A method of classification - Google Patents

A method of classification

Info

Publication number
IL312400A
IL312400A IL312400A IL31240024A IL312400A IL 312400 A IL312400 A IL 312400A IL 312400 A IL312400 A IL 312400A IL 31240024 A IL31240024 A IL 31240024A IL 312400 A IL312400 A IL 312400A
Authority
IL
Israel
Prior art keywords
classification method
classification
Prior art date
Application number
IL312400A
Other languages
English (en)
Hebrew (he)
Original Assignee
Panakeia Tech Limited
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Panakeia Tech Limited filed Critical Panakeia Tech Limited
Publication of IL312400A publication Critical patent/IL312400A/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • G06N20/20Ensemble learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/09Supervised learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0464Convolutional networks [CNN, ConvNet]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/048Activation functions
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/084Backpropagation, e.g. using gradient descent

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Image Analysis (AREA)
IL312400A 2021-10-29 2022-10-19 A method of classification IL312400A (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
EP21205556.0A EP4174739A1 (en) 2021-10-29 2021-10-29 A method of classification
PCT/GB2022/052663 WO2023073346A1 (en) 2021-10-29 2022-10-19 A method of classification

Publications (1)

Publication Number Publication Date
IL312400A true IL312400A (en) 2024-06-01

Family

ID=78414508

Family Applications (1)

Application Number Title Priority Date Filing Date
IL312400A IL312400A (en) 2021-10-29 2022-10-19 A method of classification

Country Status (7)

Country Link
US (1) US20250036941A1 (https=)
EP (1) EP4174739A1 (https=)
JP (1) JP2024540041A (https=)
KR (1) KR20240159562A (https=)
CN (1) CN118541706A (https=)
IL (1) IL312400A (https=)
WO (1) WO2023073346A1 (https=)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4312224A1 (en) * 2022-07-27 2024-01-31 Siemens Healthcare GmbH A patient-specific artificial neural network training system and method
CN117036894B (zh) * 2023-10-09 2024-03-26 之江实验室 基于深度学习的多模态数据分类方法、装置及计算机设备
CN117708706B (zh) * 2024-02-06 2024-05-28 山东未来网络研究院(紫金山实验室工业互联网创新应用基地) 一种端到端特征增强与选择的乳腺肿瘤分类方法及系统

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2182451A1 (en) * 2008-10-29 2010-05-05 Nederlandse Organisatie voor toegepast- natuurwetenschappelijk onderzoek TNO Electronic document classification apparatus
US10482313B2 (en) * 2015-09-30 2019-11-19 Siemens Healthcare Gmbh Method and system for classification of endoscopic images using deep decision networks

Also Published As

Publication number Publication date
CN118541706A (zh) 2024-08-23
JP2024540041A (ja) 2024-10-31
KR20240159562A (ko) 2024-11-05
EP4174739A1 (en) 2023-05-03
US20250036941A1 (en) 2025-01-30
WO2023073346A1 (en) 2023-05-04

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