Using radiation dose information for automatic organ segmentation model training

Disclosed herein are systems and methods for training a machine learning model for automatic organ segmentation. A processor receives an image of one or more pre-contoured organs, the image comprising a plurality of voxels. The processor executes a machine learning model using the image to output pr...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Laaksonen, Hannu, Kuusela, Esa
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA IMAGE DATA PROCESSING OR GENERATION, IN GENERAL INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS PHYSICS
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