Treatment evaluation and recommendations using implantable magnetoelectric devices

Abstract

Embodiments disclosed herein generally relate to therapeutic evaluation and recommendations using implantable magnetoelectric devices. In particular, aspects of this disclosure include transmitting a first software code to a subject's user device, directed to a method of presenting a request for input at the user interface of the user device, providing information about the subject's instantaneous user characteristics. A second software code is transmitted to a base station coupled to an implantable device embedded in the subject's region. The second software code causes the base station to transmit signals, along with commands, to the implantable device to execute an implantation stimulation protocol. Communications representing inputs detected at the user interface are received during or after the execution of the implantation stimulation protocol. Therapeutic recommendations for the subject are determined and output based on the communications.

Claims

1. It is a method, The method further includes transmitting a first software code to a subject's user device, wherein the first software code is configured to present one or more requests for input that provide information about the subject's instantaneous user characteristics at the user interface of the user device, and the method further includes: The method further includes transmitting a second software code to a base station communicatively coupled to one or more implantable devices embedded in one or more regions of the subject, wherein the second software code is configured to cause the base station to transmit signals, along with commands, to the one or more implantable devices in order to execute one or more implantable stimulus protocols, and the method further includes The method includes receiving communications representing one or more inputs from the user device and the base station, wherein the one or more inputs are detected in the user interface while the one or more implant stimulation protocols are being executed or after they have been executed, and the method further includes: Based on the aforementioned communication, a treatment recommendation for the subject will be determined, A method comprising outputting the treatment recommendation for the subject.

2. At least one of the one or more embedded devices is magnetoelectric film and, The electrical circuit coupled to the magnetoelectronic film, The method according to claim 1, further comprising one or more electrodes.

3. The aforementioned base station is A magnetic field generator, The method according to claim 1, further comprising a magnetic transceiver.

4. The above method further, During the execution of the first software code and the second software code, additional communications are received from one or more sensors physically or wirelessly connected to the base station, or from one or more embedded devices. The method according to claim 1, further comprising determining the treatment recommendation for the subject based on the additional communication.

5. The above method further, The base station generates additional communications by recording one or more stimulus times during which one or more embedded devices deliver stimuli to one or more regions. Based on the aforementioned communications and the additional communications, predict whether, or to what extent, the one or more implant stimulation protocols produce a targeted effect on the instantaneous user characteristics. The method according to claim 1, further comprising modifying the second software code based on the prediction.

6. Modifying the second software code mentioned above means Determining a subset of one or more implantable devices associated with delivering stimuli that produce the aforementioned target effect, The method according to claim 5, further comprising modifying the second software code to deliver stimuli to the subset of the one or more implantable devices while keeping the remaining implantable devices inactive.

7. The above method further, The base station generates additional communications by recording one or more stimulus times during which one or more embedded devices deliver stimuli to one or more regions. Based on the aforementioned communications and the additional communications, predict whether, or to what extent, the one or more implant stimulation protocols produce a targeted effect on the instantaneous user characteristics. The method according to claim 1, comprising determining the treatment recommendation based on the prediction.

8. Determining the aforementioned treatment recommendations is, The base station generates additional communications by recording one or more stimulus times during which one or more embedded devices deliver stimuli to one or more regions. Based on the aforementioned communications and the additional communications, determine one or more subsets of the implantable devices associated with delivering stimuli that produce a targeted effect on the instantaneous user characteristics, The method according to claim 1, comprising generating the treatment recommendation such that a stimulus is delivered to one or more of the implanted devices, while the remaining implanted devices remain inactive.

9. The above method further, Accessing the subject data of the aforementioned subject, Based on the aforementioned subject data, the predicted state of the subject is determined, The method according to claim 1, comprising selecting the first software code and the second software code based on the predicted state.

10. The above method further, During the execution of the first software code and the second software code, additional communications are received from the eye-tracking device and / or the face recognition device. The method according to claim 1, further comprising determining the treatment recommendation for the subject based on the additional communication.

11. The method according to claim 1, wherein determining the treatment recommendation includes inputting the communication into a machine learning model.

12. The method according to claim 1, wherein the treatment recommendation includes modifications to the amplitude, frequency, and / or timing of the stimuli delivered by the one or more implantable devices.

13. It is a system, One or more data processors, The system comprises a non-temporary computer-readable storage medium containing instructions, wherein, when the instructions are executed on one or more data processors, the one or more data processors cause the set of actions to execute a set of actions, The set of actions includes transmitting a first software code to the subject's user device, wherein the first software code is configured to present one or more requests for input that provide information about the subject's instantaneous user characteristics at the user interface of the user device, and the set of actions further includes: The set of actions includes transmitting a second software code to a base station communicatively coupled to one or more implantable devices embedded in one or more regions of the subject, wherein the second software code is configured to cause the base station to transmit signals, along with commands, to the one or more implantable devices in order to execute one or more implantable stimulus protocols, and the set of actions further includes: The user device and the base station receive communications representing one or more inputs, the user interface detects the one or more inputs while the one or more implant stimulation protocols are being executed or after they have been executed, and the set of actions further includes: Based on the aforementioned communication, a treatment recommendation for the subject will be determined, A system that includes outputting the treatment recommendation for the subject.

14. Each of the one or more embedded devices is: magnetoelectric film and, The electrical circuit coupled to the magnetoelectronic film, The system according to claim 13, comprising one or more electrodes.

15. The aforementioned base station is A magnetic field generator, The system according to claim 13, further comprising a magnetic transceiver.

16. The aforementioned set of Actions further includes: During the execution of the first software code and the second software code, additional communications are received from one or more sensors physically or wirelessly connected to the base station, or from one or more embedded devices. The system according to claim 13, further comprising determining the treatment recommendation for the subject based on the additional communication.

17. The aforementioned set of Actions further includes: The base station generates additional communications by recording one or more stimulus times during which one or more embedded devices deliver stimuli to one or more regions. Based on the aforementioned communications and the additional communications, predict whether, or to what extent, the one or more implant stimulation protocols produce a targeted effect on the instantaneous user characteristics. The system according to claim 13, further comprising modifying the second software code based on the prediction.

18. Modifying the second software code mentioned above means Determining a subset of one or more implantable devices associated with delivering stimuli that produce the aforementioned target effect, The system according to claim 17, further comprising modifying the second software code to deliver stimuli to the subset of the one or more implantable devices while keeping the remaining implantable devices inactive.

19. The aforementioned set of Actions further includes: The base station generates additional communications by recording one or more stimulus times during which one or more embedded devices deliver stimuli to one or more regions. Based on the aforementioned communications and the additional communications, predict whether, or to what extent, the one or more implant stimulation protocols produce a targeted effect on the instantaneous user characteristics. The system according to claim 13, comprising determining the treatment recommendation based on the prediction.

20. Determining the aforementioned treatment recommendations is, The base station generates additional communications by recording one or more stimulus times during which one or more embedded devices deliver stimuli to one or more regions. Based on the aforementioned communications and the additional communications, determine one or more subsets of the implantable devices associated with delivering stimuli that produce a targeted effect on the instantaneous user characteristics, The system according to claim 13, comprising generating the treatment recommendation such that a stimulus is delivered to one or more of the implanted devices, while the remaining implanted devices remain inactive.

21. The aforementioned set of Actions further includes: Accessing the subject data of the aforementioned subject, Based on the aforementioned subject data, the predicted state of the subject is determined, The system according to claim 13, comprising selecting the first software code and the second software code based on the predicted state.

22. The aforementioned set of Actions further includes: During the execution of the first software code and the second software code, additional communications are received from the eye-tracking device and / or the face recognition device. The system according to claim 13, further comprising determining the treatment recommendation for the subject based on the additional communication.

23. The system according to claim 13, wherein determining the treatment recommendation includes inputting the communication into a machine learning model.

24. The system according to claim 13, wherein the treatment recommendation includes modifications to the amplitude, frequency, and / or timing of the stimuli delivered by the one or more implantable devices.

25. A computer program product tangibly embodied in a non-temporary machine-readable storage medium, comprising instructions configured to cause one or more data processors to execute a set of actions, wherein the set of actions is: The set of actions includes transmitting a first software code to the subject's user device, wherein the first software code is configured to present one or more requests for input that provide information about the subject's instantaneous user characteristics at the user interface of the user device, and the set of actions further includes: The set of actions includes transmitting a second software code to a base station communicatively coupled to one or more implantable devices embedded in one or more regions of the subject, wherein the second software code is configured to cause the base station to transmit signals, along with commands, to the one or more implantable devices in order to execute one or more implantable stimulus protocols, and the set of actions further includes: The user device and the base station receive communications representing one or more inputs, the user interface detects the one or more inputs while the one or more implant stimulation protocols are being executed or after they have been executed, and the set of actions further includes: Based on the aforementioned communication, a treatment recommendation for the subject will be determined, A computer program product that includes outputting the treatment recommendations for the aforementioned subjects.

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