Methods and systems for automatically selecting an implant for a patient
Methods and systems for automatically selecting an implant for a patient. One system includes a server including an electronic processor and an interface for communicating with at least one data source. The electronic processor is configured to receive at least one image of the patient from the data source over the interface. The electronic processor is also configured to receive an intended location of the implant with reference to the at least one image. The electronic processor is also configured to automatically determine an anatomical structure based on the at least one image. The electronic processor is also configured to determine a preference. The electronic processor is also configured to automatically select one or more suggested implants based on the intended location, the anatomical structure, and the preference. The electronic processor is also configured to display the one or more suggested implants through a graphical user interface.
1. A system for automatically selecting an implant for a patient planning to undergo a procedure involving placement of the implant, the system comprising:
an electronic processor and an interface for communicating with at least one data source, the electronic processor configured to
receive at least one image of the patient from the data source over the interface,
receive an intended location of the implant with reference to the at least one image,
automatically determine an anatomical structure based on the at least one image,
determine a preference,
automatically select one or more suggested implants based on the intended location, the anatomical structure, and the preference,
automatically determine, using a model, a configuration and a position of at least one of the one or more suggested implants based on the intended location and the anatomical structure, wherein the model is generated via machine learning using training information, wherein the training information includes a plurality of images associated with implants, and the electronic processor is configured to use the model to automatically select the one or more suggested implants based on the intended location, the anatomical structure, and the preference,
display the one or more suggested implants through a graphical user interface by automatically generating and displaying a modified image based on the at least one image, the modified image including the anatomical structure and an overlay representing at least one of the one or more suggested implants based on the configuration and the position,
receive at least one adjustment to the modified image through one or more user input devices, and
update the model based on the at least one adjustment.
2. The system of claim 1 , wherein the preference includes a preference of a physician performing the procedure.
3. The system of claim 1 , wherein the preference includes a preference for a particular manufacturer of implants or a particular supplier of implants.
4. The system of claim 1 , wherein the preference includes a preference for the procedure.
5. The system of claim 1 , wherein the preference includes an available implant.
6. The system of claim 1 , wherein the preference includes an available supplier or an available manufacturer.
7. The system of claim 1 , wherein the preference includes a preference of an organization.
8. The system of claim 1 , wherein the preference includes a preference of the patient.
9. The system of claim 1 , wherein the electronic processor is further configured to generate a second graphical user interface for receiving and modifying the preference.
10. The system of claim 1 , wherein the intended location includes at least one anatomical landmark.
11. The system of claim 1 , wherein the electronic processor is further configured to automatically determine the intended location.
12. The system of claim 1 , wherein the electronic processor is further configured to receive approval of the automatically-determined intended location through one or more peripheral devices.
13. The system of claim 1 , wherein the electronic processor is configured to receive post-procedure data associated with at least one of the one or more suggested implants and automatically update the model based on the post-procedure data.
14. The system of claim 13 , wherein the post-procedure data includes at least one selected from a group consisting of an image, a laboratory report, and a patient questionnaire.
15. The system of claim 1 , wherein the electronic processor is further configured to receive a selection of one of the one or more suggested implants through one or more user input devices and automatically update the model based on the selection.
16. The system of claim 1 , wherein the electronic processor is further configured to receive a selection of one of the one or more suggested implants through one or more user input devices and automatically electronically transmit instructions to a manufacturer system for manufacturing the implant based on the selection.
17. The system of claim 1 , wherein the electronic processor is further configured to generate at least one statistic associated with at least one of the one or more suggested implants.
18. The system of claim 17 , wherein the at least one statistic includes a usage rate of the implant and a success rate of the implant.