APPARATUS AND METHOD FOR GENERATING A PERFUSION IMAGE, AND METHOD FOR TRAINING AN ARTIFICIAL NEURAL NETWORK THEREFOR

The invention provides an apparatus and a method for generating a perfusion image, as well as a method for training an artificial neural network for use therein. The method comprises at least steps of: receiving (S100) at least one non-contrast medical diagnostic image. NCMDI (1-i), acquired from or...

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Bibliographische Detailangaben
Hauptverfasser:	SUKUMAR, VISHAL, SCHREITER, HANNES, LIEBERT, ANDRZEJ, BICKELHAUPT, SEBASTIAN
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTING COUNTING DIAGNOSIS HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA HUMAN NECESSITIES HYGIENE IDENTIFICATION IMAGE DATA PROCESSING OR GENERATION, IN GENERAL INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS MEASURING MEASURING ELECTRIC VARIABLES MEASURING MAGNETIC VARIABLES MEDICAL OR VETERINARY SCIENCE PHYSICS SURGERY TESTING
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Beschreibung
Zusammenfassung:	The invention provides an apparatus and a method for generating a perfusion image, as well as a method for training an artificial neural network for use therein. The method comprises at least steps of: receiving (S100) at least one non-contrast medical diagnostic image. NCMDI (1-i), acquired from organic tissue: generating (S200), using an artificial neural network. ANN (2), trained and configured to receive input data (10) based on at least one of the received at least one non-contrast medical diagnostic image, NCMDI (1-i), based on the input data (10), at least a perfusion image (3) for the organic tissue shown in the at least one non-contrast medical diagnostic image, NCMDI (1-i); and outputting (S300) at least the generated perfusion image (3).