Systems and methods for automatic detection of surgical specialty type and procedure type
AssigneeStryker Corporation
InventorsKundan Krishna, Amit A. Mahadik, Hannes Rau
Life of this patent
Estimating the term…
Abstract
Systems and methods for automatic detection of surgical specialty type and procedure type are disclosed. One or more classification networks may be applied to automatically process input surgical image data in order to recognize and determine a surgical specialty type and a surgical procedure type depicted in the input image data. Based on the determination made by the system, one or more output indications may be generated and one or more surgical devices may be automatically controlled, such as by being optimized for use during the surgical procedure type and/or surgical specialty type represented by the input image.
Claims34
A surgical system, the system comprising:
- a surgical device configured to be automatically changed between activation states;
- and
- one or more processors configured to:
- receive image data representing a surgical environment;
- process the image data using a first classification network to generate first classification output data indicating a determined surgical specialty type represented by the image data of the surgical environment;
- process the image data using a second classification network to generate second classification output data indicating a determined procedure type represented by the image data of the surgical environment;
- and
- based on one or more of the first classification output and the second classification output data, automatically change an activation state of the surgical device.
A method performed at a surgical system comprising a surgical device configured to be automatically changed between activation states, and one or more processors, the method comprising:
- receiving image data representing a surgical environment;
- processing the image data using a first classification network to generate first classification output data indicating a determined surgical specialty type represented by the image data of the surgical environment;
- processing the image data using a second classification network to generate second classification output data indicating a determined procedure type represented by the image data of the surgical environment;
- and
- based on one or more of the first classification output and the second classification output data, automatically change an activation state of the surgical device.
A non-transitory computer-readable storage medium storing instructions configured to be executed by one or more processors of a surgical system comprising a surgical device configured to be automatically changed between activation states, to cause the surgical system to:
- receive image data representing a surgical environment;
- process the image data using a first classification network to generate first classification output data indicating a determined surgical specialty type represented by the image data of the surgical environment;
- process the image data using a second classification network to generate second classification output data indicating a determined procedure type represented by the image data of the surgical environment;
- and
- based on one or more of the first classification output and the second classification output data, automatically change an activation state of the surgical device.
A surgical system, the system comprising:
- a surgical device configured to be automatically changed between activation states;
- and
- one or more processors configured to:
- receive image data representing a surgical environment;
- process the image data using a classification network to generate first classification output data indicating a determined procedure type represented by the image data of the surgical environment;
- based on the determined procedure type, generate second classification output data indicating a surgical specialty type of the surgical environment;
- and
- based on one or more of the first classification output and the second classification output data, automatically change an activation state of the surgical device.
A method performed at a surgical system comprising a surgical device configured to be automatically changed between activation states and one or more processors, the method comprising:
- receiving image data representing a surgical environment;
- processing the image data using a classification network to generate first classification output data indicating a determined procedure type represented by the image data of the surgical environment;
- based on the determined procedure type, generating second classification output data indicating a surgical specialty type of the surgical environment;
- and
- based on one or more of the first classification output and the second classification output data, automatically change an activation state of the surgical device.
A non-transitory computer-readable storage medium storing instructions configured to be executed by one or more processors of a surgical system comprising a surgical device configured to be automatically changed between activation states, to cause the surgical system to:
- receive image data representing a surgical environment;
- process the image data using a classification network to generate first classification output data indicating a determined procedure type represented by the image data of the surgical environment;
- based on the determined procedure type, generate second classification output data indicating a surgical specialty type of the surgical environment;
- and
- based on one or more of the first classification output and the second classification output data, automatically change an activation state of the surgical device.
Dependencies are inferred from the claim text.