Medical data processing system and method
AssigneeSiemens Healthcare GmbH
InventorsDaphne Yu, Anthony Dass Sowrirajan
Life of this patent
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Abstract
A medical data processing system includes: a medical data storage configured to collect one or more pieces of medical data from one or more input devices, a data analyzer configured to execute one or more analyzing services on the one or more pieces of medical data so as to output one or more corresponding pieces of analyzed medical data, a results manager configured to collect usage data, related to how the one or more pieces of analyzed medical data are analyzed by the data analyzer and/or used by one or more users, and a processing optimizer configured to control operation of the data analyzer based on the usage data.
Claims19
A medical data processing system comprising:
- a medical data storage configured to store one or more pieces of medical data from one or more input devices,
- a data analyzer configured to execute one or more analyzing services on the one or more pieces of medical data so as to output one or more corresponding pieces of analyzed medical data,
- a results manager configured to collect usage data related to how the one or more pieces of analyzed medical data are analyzed by the data analyzer and/or used by one or more users, and
- a processing optimizer configured to control operation of the data analyzer based on the usage data.
A method for processing medical data, the method comprising the acts of:
- collecting one or more first pieces of medical data from one or more input devices,
- executing one or more analyzing services on the one or more pieces of medical data,
- outputting one or more corresponding pieces of analyzed medical data,
- collecting usage data related to how the one or more analyzing services are executed at the executing act and/or how the one or more pieces of analyzed medical data are used by one or more users, and
- controlling the executing act for one or more second pieces of medical data, subsequent to the one or more first pieces of medical data, based on the usage data.
A method for training a neural network for a processing optimizer, wherein the processing optimizer is configured to control operation of one or more analyzing services of a data analyzer in a medical data processing system, the data analyzer converting one or more pieces of medical data into one or more pieces of analyzed medical data, the method comprising the acts of:
- collecting usage data, wherein the usage data relate to how the one or more analyzing services are executed and/or how the one or more pieces of analyzed medical data are used by one or more users, and
- training the neural network through reinforcement learning on the basis of at least the usage data.
A method for training a neural network comprised in a workflow analytics engine, wherein the workflow analytics engine is configured to control an output configuration of one or more pieces of medical data in a medical data processing system, the method comprising the acts of:
- collecting usage data, wherein the usage data relates to how the one or more pieces of medical data are visualized by one or more users, and
- training the neural network through reinforcement learning on the basis of at least the usage data.
Dependencies are inferred from the claim text.