Adaptable operation range for a surgical device
A device, such as a computing device or a surgical device, may receive surgical operation data associated with a surgical operation. Based on the surgical operation data, a device may identify a surgical device to be used for a surgical operation and/or one or more surgical steps associated with a surgical operation. Based on the identified surgical device, the one or more surgical steps, and/or the surgical operation data, a device may determine an allowable operation range controlling a surgical device for a surgical procedure. A device may receive an adjustment input configuration to control a surgical device for a surgical step. A device may determine whether the adjustment input configuration is outside of the determined allowable operation range. Based on a determination that the adjustment input configuration is outside of the determined allowable operation range, a device may block the adjustment input configuration to control a surgical device.
1 . A device comprising:
a processor configured to:
receive surgical operation data associated with a surgical operation, wherein the surgical operation data comprises at least one of patient information, healthcare professional (HCP) information, or information associated with a surgical device to be used for the surgical operation;
based on the surgical operation data, identify the surgical device to be used for the surgical operation and a surgical step associated with the surgical operation;
based on the surgical device, the surgical step, and the surgical operation data, determine an allowable operation range associated with the surgical device, wherein the allowable operation range is an operation range to control the surgical device for the surgical step, wherein the allowable operation range comprises a first allowable operation range and a second allowable operation range, wherein the first allowable operation range is configured to control the surgical device for the surgical step based on an input from the HCP, wherein the second allowable operation range is configured to control the surgical device for the surgical step based on an input from generated by a machine learning (ML) model, and wherein the first allowable operation range and the second allowable operation range are different;
receive an adjustment input configuration, wherein the adjustment input configuration is configured to control the surgical device for the surgical step;
determine whether the adjustment input configuration is from the HCP or is generated by the ML model;
determine whether the adjustment input configuration is within the determined allowable operation range, wherein the determined allowable range is one of the first allowable operation range or the second allowable operation range; and
based on a determination that the adjustment input configuration is outside of the allowable operation range, block the adjustment input configuration to control the surgical device.
2 . The device of claim 1 , wherein the processor is configured to:
send an alert to the HCP, wherein the alert indicates that the adjustment input configuration is outside of the allowable operation range, and wherein the alert further indicates a risk associated with adjusting an input to the adjustment input configuration that is outside of the allowable operation range.
3 . The device of claim 2 , wherein the processor is configured to:
based on a determination that the adjustment input configuration is from the HCP, send a message to the HCP, wherein the message comprises whether to adjust the input to control the surgical device using the adjustment input configuration that is outside of the first allowable operation range;
receive a feedback message from the HCP, wherein the feedback message confirms to use the adjustment input configuration as the input to control the surgical device; and
based on the received feedback message, allow the adjustment input configuration as the input to control the surgical device for the surgical step.
4 . The device of claim 3 , wherein the processor is configured to:
send a request message to the HCP, wherein the request message comprises whether to determine a revised allowable operation range based on the adjustment input configuration.
5 . The device of claim 2 , wherein the processor is configured to:
based on a determination that the adjustment input configuration is generated by the ML model, send ML data, wherein the ML data comprises at least one of frequency information of other HCPs using the adjusted input configuration for the surgical step or a success rate of the surgical operation using the adjusted input configuration.
6 . The device of claim 1 , wherein the processor is configured to:
based on a determination that the adjustment input configuration is within the allowable operation range, adjust an input to control the surgical device for the surgical step using the adjustment input configuration.
7 . A method performed by a device, wherein the device comprises a processor that is configured to perform the method, the method comprising:
receiving surgical operation data associated with a surgical operation, wherein the surgical operation data comprises information associated with at least one of a patient, a healthcare professional (HCP), or a surgical device to be used for the surgical operation;
based on the surgical operation data, identifying the surgical device to be used for the surgical operation and a surgical step associated with the surgical operation;
based on the surgical device, the surgical step, and the surgical operation data, determining an allowable operation range associated with the surgical device, wherein the allowable operation range is an operation range to control the surgical device for the surgical step, wherein the allowable operation range comprises a first allowable operation range and a second allowable operation range, wherein the first allowable operation range is configured to control the surgical device for the surgical step based on an input from the HCP, wherein the second allowable operation range is configured to control the surgical device for the surgical step based on an input from generated by a machine learning (ML) model, and wherein the first allowable operation range and the second allowable operation range are different;
receiving an adjustment input configuration, wherein the adjustment input configuration is configured to control the surgical device for the surgical step;
determining whether the adjustment input configuration is from the HCP or is generated by the ML model;
determining that whether adjustment input configuration is within the determined allowable operation range, wherein the determined allowable range is one of the first allowable operation range or the second allowable operation range; and
based on a determination that the adjustment input configuration is outside of the allowable operation range, blocking the adjustment input configuration to control the surgical device.
8 . The method of claim 7 , wherein the method comprises:
sending an alert to the HCP, wherein the alert indicates that the adjustment input configuration is outside of the allowable operation range, and wherein the alert further indicates a risk associated with adjusting an input to the adjustment input configuration that is outside of the allowable operation range.
9 . The method of claim 8 , wherein the method comprises:
based on a determination that the adjustment input configuration is from the HCP, sending a message to the HCP, wherein the message comprises whether to adjust the input to control the surgical device using the adjustment input configuration that is outside of the allowed operation range;
receiving a feedback message from the HCP, wherein the feedback message confirms to use the adjustment input configuration as the input to control the surgical device; and
allowing the adjustment input configuration as the input to control the surgical device for the surgical step.
10 . The method of claim 9 , wherein the method comprises:
sending a request message to the HCP, wherein the request message comprises whether to determine a revised allowable operation range based on the adjustment input configuration.
11 . The method of claim 8 , wherein the method comprises:
based on a determination that the adjustment input configuration is generated by the ML model, sending ML data, wherein the ML data comprises at least one of frequency information of other HCPs using the adjusted input configuration for the surgical step or a success rate of the surgical operation using the adjusted input configuration.
12 . The method of claim 7 , wherein the method comprises:
based on a determination that the adjustment input configuration is within the allowable operation range, adjusting an input to control the surgical device for the surgical step using the adjustment input configuration.
13 . A surgical device comprising:
a processor configured to:
receive surgical operation data associated with a surgical operation, wherein the surgical operation data comprises at least one of patient information, healthcare professional (HCP) information, or information associated with the surgical device to be used for the surgical operation;
based on the surgical operation data, identify a surgical step associated with the surgical operation;
based on the identified the surgical step and the surgical operation data, determine an allowable operation range associated with the surgical device, wherein the allowable operation range is an operation range to control the surgical device for the surgical step, wherein the allowable operation range comprises a first allowable operation range and a second allowable operation range, wherein the first allowable operation range is configured to control the surgical device for the surgical step based on an input from the HCP, wherein the second allowable operation range is configured to control the surgical device for the surgical step based on an input from generated by a machine learning (ML) model, and wherein the first allowable operation range and the second allowable operation range are different;
receive an adjustment input configuration, wherein the adjustment input configuration is configured to control the surgical device for the surgical step;
determine whether the adjustment input configuration is from the HCP or is generated by the ML model;
determine whether the adjustment input configuration is within the determined allowable operation range, wherein the determined allowable range is one of the first allowable operation range or the second allowable operation range; and
based on a determination that the adjustment input configuration is outside of the allowable operation range, block the adjustment input configuration to control the surgical device.
14 . The surgical device of claim 13 , wherein the processor is configured to:
send an alert to the HCP, wherein the alert indicates that the adjustment input configuration is outside of the allowable operation range, and wherein the alert further indicates a risk associated with adjusting an input to control the surgical device to the adjustment input configuration that is outside of the allowable operation range.
15 . The surgical device of claim 13 , wherein the processor is configured to:
based on a determination that the adjustment input configuration is from the HCP, send a message to the HCP, wherein the message comprises whether to adjust an input to control the surgical device using the adjustment input configuration that is outside of the second allowable operation range.
16 . The surgical device of claim 15 , wherein the processor is configured to:
receive a feedback message from the HCP, wherein the feedback message confirms to use the adjustment input configuration as the input to control the surgical device; and
based on the received feedback message, allow the adjustment input configuration as the input to control the surgical device for the surgical step.
17 . The surgical device of claim 15 , wherein the processor is configured to:
send a request message to the HCP, wherein the request message comprises whether to determine a revised allowable operation range based on the adjustment input configuration.
18 . The surgical device of claim 13 , wherein the processor is configured to:
based on a determination that the adjustment input configuration is generated by the ML model, send ML model metadata to the HCP.
19 . The surgical device of claim 18 , wherein the ML model metadata comprises at least one of frequency information of other HCPs using the adjusted input configuration for the surgical step or a success rate of the surgical operation using the adjusted input configuration.
20 . The surgical device of claim 13 , wherein the processor is configured to:
based on a determination that the adjustment input configuration is within the allowable operation range, adjust an input to control the surgical device for the surgical step using the adjustment input configuration.