SEQUENTIAL TRANSMISSION OF COMPRESSED MEDICAL IMAGE DATA

SEQUENTIAL TRANSMISSION OF COMPRESSED MEDICAL IMAGE DATA

Disclosed herein is a medical system (100, 300, 400) comprising a local memory (118) storing local machine executable instructions (130) and a local computational system (110). Execution of the machine executable instructions further causes the computational system to: receive (200) a feature vector...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: RENISCH, Steffen, SCHÄFER, Dirk, NETSCH, Thomas
Format: Patent
Sprache:eng ; fre ; ger
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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Beschreibung
Zusammenfassung:Disclosed herein is a medical system (100, 300, 400) comprising a local memory (118) storing local machine executable instructions (130) and a local computational system (110). Execution of the machine executable instructions further causes the computational system to: receive (200) a feature vector (132, 134, 136) descriptive of medical image data (410), wherein the feature vector is configured to be input into a decoder neural network (142), wherein the decoder neural network is configured to output an approximation of the medical image data (146) when receiving at least a part of the feature vector as input, wherein the feature vector comprises a ranking (702) assigning an importance to elements of the feature vector; and sequentially (202) transmit portions (132, 134, 136) of the feature vector to a remote computational system (120) via a network connection (114), wherein the portions of the features vector with a higher importance are transmitted first.