METHODS OF PROCESSING AND CLASSIFYING MICROARRAY DATA FOR THE DETECTION AND CHARACTERIZATION OF PATHOGENS
The invention provides microarray systems and methods for pathogen identification and characterization. Aspects of the invention implement supervised learning for microarray data analysis to enhance the accuracy and scope of genomic and diagnostic information obtained. Embodiments of the invention, for example, utilize structured logical combinations of the output of independent supervised learning algorithms, such as artificial neural network (ANN) algorithms, to provide an efficient and rapid pathway to clinically and epidemiologically relevant diagnostic information..
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Patent| Erscheinungsjahr: |
2017 |
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| Erschienen: |
2017 |
| Enthalten in: |
Europäisches Patentamt - (2017) vom: 05. Jan. Zur Gesamtaufnahme - year:2017 |
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| Sprache: |
Englisch |
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| Beteiligte Personen: |
STOUGHTON ROBERT [VerfasserIn] |
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| Links: |
Volltext [kostenfrei] |
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| Anmerkungen: |
Source: www.epo.org (no modifications made), First posted: 2017-01-05, Last update posted on www.tib.eu: 2023-06-06, Last updated: 2023-06-14 |
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| Patentnummer: |
WO2017004448 |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
EPA01714664X |
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| 520 | |a The invention provides microarray systems and methods for pathogen identification and characterization. Aspects of the invention implement supervised learning for microarray data analysis to enhance the accuracy and scope of genomic and diagnostic information obtained. Embodiments of the invention, for example, utilize structured logical combinations of the output of independent supervised learning algorithms, such as artificial neural network (ANN) algorithms, to provide an efficient and rapid pathway to clinically and epidemiologically relevant diagnostic information. | ||
| 650 | 4 | |a G16B: Bioinformatics, i.e. information and communication technology [ict] specially adapted for genetic or protein-related data processing in computational molecular biology | |
| 650 | 4 | |a inf | |
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| 650 | 4 | |a G01N: Investigating or analysing materials by determining their chemical or physical properties (measuring or testing processes other than immunoassay, involving enzymes or microorganisms c12m, c12q) | |
| 650 | 4 | |a G16H: Healthcare informatics, i.e. information and communication technology [ict] specially adapted for the handling or processing of medical or healthcare data | |
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| 650 | 4 | |a C12Q: Measuring or testing processes involving enzymes, nucleic acids or microorganisms (immunoassay g01n0033530000); compositions or test papers therefor; processes of preparing such compositions; condition-responsive control in microbiological or enzymological processes | |
| 650 | 4 | |a C40B: Combinatorial chemistry; libraries, e.g. chemical libraries (in silico combinatorial libraries of nucleic acids, proteins or peptides g16b0035000000;in silico combinatorial chemistry g16c0020600000) | |
| 650 | 4 | |a G06G: Analogue computers (analogue optical computing devices g06e0003000000;computer systems based on specific computational models g06n) | |
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