Matching healthcare groups and healthcare systems based on billed claims and calculating capture of billed procedures for healthcare groups and systems. A method includes identifying one or more office practitioners billing carrier claims comprising a certain office billing identifier and identifying one or more procedure practitioners associated with facility claims for procedures performed under a certain procedure billing identifier. The method includes identifying a common practitioner billing carrier claims comprising the certain office billing identifier and associated with facility claims for procedures performed under the certain procedure billing identifier. The method includes generating an office-procedure pair by matching the certain office billing identifier with the certain procedure billing identifier based on an existence of the common practitioner.

Matching healthcare groups and healthcare systems based on billed claims and calculating capture of billed procedures for healthcare groups and systems. A method includes identifying one or more office practitioners billing carrier claims comprising a certain office billing identifier and identifying one or more procedure practitioners associated with facility claims for procedures performed under a certain procedure billing identifier. The method includes identifying a common practitioner billing carrier claims comprising the certain office billing identifier and associated with facility claims for procedures performed under the certain procedure billing identifier. The method includes generating an office-procedure pair by matching the certain office billing identifier with the certain procedure billing identifier based on an existence of the common practitioner.

Determining cohesion of healthcare systems and facilities based on billed claims. A method includes determining a target procedure billing identifier associated with one or more of a healthcare system or a healthcare facility and identifying a practitioner associated with a facility claim comprising the target procedure billing identifier. The method includes identifying a plurality of facility claims billed by the practitioner over a time period and calculating a proportion of the plurality of facility claims that comprise the target procedure billing identifier.

Determining cohesion of healthcare systems and facilities based on billed claims. A method includes determining a target procedure billing identifier associated with one or more of a healthcare system or a healthcare facility and identifying a practitioner associated with a facility claim comprising the target procedure billing identifier. The method includes identifying a plurality of facility claims billed by the practitioner over a time period and calculating a proportion of the plurality of facility claims that comprise the target procedure billing identifier.

A method for adjusting the operation of a surgical instrument using machine learning in a surgical suite is disclosed. The method comprises the steps of gathering data during surgical procedures, wherein the surgical procedures include the use of a surgical instrument, analyzing the gathered data to determine an appropriate operational adjustment of the surgical instrument, and adjusting the operation of the surgical instrument to improve the operation of the surgical instrument.

A method for adjusting the operation of a surgical instrument using machine learning in a surgical suite is disclosed. The method comprises the steps of gathering data during surgical procedures, wherein the surgical procedures include the use of a surgical instrument, analyzing the gathered data to determine an appropriate operational adjustment of the surgical instrument, and adjusting the operation of the surgical instrument to improve the operation of the surgical instrument.

A system includes: a fluid delivery pump and a network of multiple record management processing nodes. The fluid delivery pump is in communication with one or more of the record management-processing nodes in the network. At least a first record management processing node receives input indicating a fluid delivery event. The fluid delivery event indicates fluid delivery from the fluid delivery pump to a recipient. The record management-processing node identifies code pertinent to the fluid delivery event; the code includes criteria in which to validate the fluid delivery event. In response to validation of the fluid delivery event as specified by the criteria in the code, a resource such as the record management-processing node triggers a transaction associated with the fluid delivery event.

A system includes: a fluid delivery pump and a network of multiple record management processing nodes. The fluid delivery pump is in communication with one or more of the record management-processing nodes in the network. At least a first record management processing node receives input indicating a fluid delivery event. The fluid delivery event indicates fluid delivery from the fluid delivery pump to a recipient. The record management-processing node identifies code pertinent to the fluid delivery event; the code includes criteria in which to validate the fluid delivery event. In response to validation of the fluid delivery event as specified by the criteria in the code, a resource such as the record management-processing node triggers a transaction associated with the fluid delivery event.

A drug delivery system is disclosed that includes a drug delivery device having a reservoir, a delivery cannula having a proximal end in fluid communication with the reservoir and a distal end to be received within a patient, and one or more controllable elements. The drug delivery system may further include one or more sensors coupled to the drug delivery device, and a controller coupled to the one or more sensors and the one or more controllable elements. The controller may be configured to use the one or more sensors to determine a condition or an operational state of the drug delivery device. Furthermore, the controller may be configured to control the controllable element based on the condition or the operational state of the drug delivery device and/or identity information stored in a memory onboard the device. A method for use with a drug delivery device is also disclosed.

A drug delivery system is disclosed that includes a drug delivery device having a reservoir, a delivery cannula having a proximal end in fluid communication with the reservoir and a distal end to be received within a patient, and one or more controllable elements. The drug delivery system may further include one or more sensors coupled to the drug delivery device, and a controller coupled to the one or more sensors and the one or more controllable elements. The controller may be configured to use the one or more sensors to determine a condition or an operational state of the drug delivery device. Furthermore, the controller may be configured to control the controllable element based on the condition or the operational state of the drug delivery device and/or identity information stored in a memory onboard the device. A method for use with a drug delivery device is also disclosed.