SG11202103841XA - Method for identifying an unknown biological sample from multiple attributes - Google Patents

Method for identifying an unknown biological sample from multiple attributes

Info

Publication number
SG11202103841XA
SG11202103841XA SG11202103841XA SG11202103841XA SG11202103841XA SG 11202103841X A SG11202103841X A SG 11202103841XA SG 11202103841X A SG11202103841X A SG 11202103841XA SG 11202103841X A SG11202103841X A SG 11202103841XA SG 11202103841X A SG11202103841X A SG 11202103841XA
Authority
SG
Singapore
Prior art keywords
identifying
biological sample
multiple attributes
unknown biological
unknown
Prior art date
Application number
SG11202103841XA
Other languages
English (en)
Inventor
Ian Walsh
Katherine Louisa Wongtrakulkish
Terry Nguyen-Khuong
Pauline Mary Rudd
Original Assignee
Agency Science Tech & Res
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 Agency Science Tech & Res filed Critical Agency Science Tech & Res
Publication of SG11202103841XA publication Critical patent/SG11202103841XA/en

Links

Classifications

    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16CCOMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/70Machine learning, data mining or chemometrics
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • G06N20/20Ensemble learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/088Non-supervised learning, e.g. competitive learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00Computing arrangements using knowledge-based models
    • G06N5/01Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16CCOMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/20Identification of molecular entities, parts thereof or of chemical compositions
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2400/00Assays, e.g. immunoassays or enzyme assays, involving carbohydrates
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Chemical & Material Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Crystallography & Structural Chemistry (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Databases & Information Systems (AREA)
  • Other Investigation Or Analysis Of Materials By Electrical Means (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
SG11202103841XA 2018-11-23 2019-11-20 Method for identifying an unknown biological sample from multiple attributes SG11202103841XA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
SG10201810500R 2018-11-23
PCT/SG2019/050567 WO2020106218A1 (fr) 2018-11-23 2019-11-20 Procédé d'identification d'un échantillon biologique inconnu à partir de multiples attributs

Publications (1)

Publication Number Publication Date
SG11202103841XA true SG11202103841XA (en) 2021-05-28

Family

ID=70774759

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202103841XA SG11202103841XA (en) 2018-11-23 2019-11-20 Method for identifying an unknown biological sample from multiple attributes

Country Status (5)

Country Link
US (1) US20220013197A1 (fr)
EP (1) EP3884281A4 (fr)
CN (1) CN113383236A (fr)
SG (1) SG11202103841XA (fr)
WO (1) WO2020106218A1 (fr)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114171130A (zh) * 2021-10-22 2022-03-11 西安电子科技大学 一种核心岩藻糖鉴定方法、系统、设备、介质及终端
US11754536B2 (en) 2021-11-01 2023-09-12 Matterworks Inc Methods and compositions for analyte quantification

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005532565A (ja) * 2002-07-10 2005-10-27 アンスティテュ スイス ドゥ ブオインフォルマティク ペプチド及びタンパク質の同定方法
WO2004106915A1 (fr) * 2003-05-29 2004-12-09 Waters Investments Limited Systeme et procede de traitement oriente metabonomique de donnees lc-ms ou lc-ms/ms
WO2016036705A1 (fr) * 2014-09-03 2016-03-10 Musc Foundation For Research Development Panneaux de glycanes constituant des biomarqueurs de tissus de tumeur spécifiques

Also Published As

Publication number Publication date
EP3884281A4 (fr) 2022-08-24
WO2020106218A1 (fr) 2020-05-28
CN113383236A (zh) 2021-09-10
US20220013197A1 (en) 2022-01-13
EP3884281A1 (fr) 2021-09-29

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