SYSTEMS AND METHODS FOR TRAINING AND APPLICATION OF MACHINE LEARNING ALGORITHMS FOR MICROSCOPE IMAGES

SYSTEMS AND METHODS FOR TRAINING AND APPLICATION OF MACHINE LEARNING ALGORITHMS FOR MICROSCOPE IMAGES

The invention essentially relates to a system (150) comprising one or more processors (152) and one or more storage devices (154), for training of a machine-learning algorithm (160), wherein the system (150) is configured to: receive training data (142), the training data comprising: images (120) sh...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: ORMAZ, Milo, THEMELIS, George, SCHWEIZER, Jochen
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
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Beschreibung
Zusammenfassung:The invention essentially relates to a system (150) comprising one or more processors (152) and one or more storage devices (154), for training of a machine-learning algorithm (160), wherein the system (150) is configured to: receive training data (142), the training data comprising: images (120) showing tissue; adjust the machine-learning algorithm (160) based on the training data (142), such that the machine-learning algorithm generates instruction data for at least part of said tissue shown in said images (120), wherein said instruction data is indicative of an action to be performed on said tissue; and provide the trained machine learning algorithm (164). The invention also relates to a system for applying such machine learning algorithm and to corresponding methods.