SYSTEMS AND METHODS FOR EVALUATION OF CHROMOSOMAL INSTABILITY USING MACHINE-LEARNING
The present application provides methods and systems for detecting and quantifying chromosomal instability from histology images with machine learning. Also described herein are methods for selecting treatments for a medical disease, by determining a chromosomal instability pathological metric from histology images. The disclosed methods and systems may also be used to investigate disease progression and prognosis..
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Patent| Erscheinungsjahr: |
2023 |
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| Erschienen: |
2023 |
| Enthalten in: |
Europäisches Patentamt - (2023) vom: 20. Apr. Zur Gesamtaufnahme - year:2023 |
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| Sprache: |
Englisch |
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| Beteiligte Personen: |
VERMA AKANKSHA [VerfasserIn] |
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| Links: |
Volltext [kostenfrei] |
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| Anmerkungen: |
Source: www.epo.org (no modifications made), First posted: 2023-04-20, Last update posted on www.tib.eu: 2023-09-28, Last updated: 2023-09-29 |
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| Patentnummer: |
US2023117405 |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
EPA002145448 |
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| 520 | |a The present application provides methods and systems for detecting and quantifying chromosomal instability from histology images with machine learning. Also described herein are methods for selecting treatments for a medical disease, by determining a chromosomal instability pathological metric from histology images. The disclosed methods and systems may also be used to investigate disease progression and prognosis. | ||
| 650 | 4 | |a inf | |
| 650 | 4 | |a G06V | |
| 650 | 4 | |a G06T: Image data processing or generation, in general | |
| 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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