Cloud-based healthcare diagnostics and treatment platform
A cloud-based healthcare diagnostic and treatment platform capable of making non-invasive healthcare diagnostics and treatment recommendations based on data captured from combinations of physical activity and mental activity. In an embodiment, the system and method comprise a healthcare diagnostics and treatment module comprising a HIPPA-compliant security gateway, an AI-assisted healthcare diagnostics module, and an alert and treatments module. The HIPPA-compliant security gateway separates out health-related data from streams of data which may include other data such as game data, provides the health-related data to the AI-assisted healthcare diagnostics module which performs diagnoses of the health-related data using machine learning algorithms, and provides the diagnoses to the alert and treatments module which generates alerts and treatments based on the diagnoses.
1. A cloud-based healthcare diagnostics and treatment platform, comprising:
a network-connected computing device comprising a memory and a processor;
a Health Information Patient Protection Act (HIPPA)-compliant security gateway comprising a first plurality of programming instructions stored in the memory which, when operating on the processor, causes the network-connected computing device to:
establish a HIPPA-compliant health data tunnel with a game client, the game client operating on a remote computing device associated with a person;
direct the game client to send health-related data about the person to the HIPPA-compliant security gateway via that HIPPA-compliant health data tunnel, the health-related data comprising information about a physical activity of the person or a mental activity of the person; and
store the health-related data in a patient database;
an AI-assisted healthcare diagnostics module comprising a second plurality of programming instructions stored in the memory which, when operating on the processor, causes the network-connected computing device to:
retrieve the health-related data about the person from the patient database;
process the health-related data through a machine learning algorithm to diagnose a condition of the person, the condition comprising an aspect of the person's physical function, or the person's mental function, or both; and
an alerts and treatments module comprising a third plurality of programming instructions stored in the memory which, when operating on the processor, causes the network-connected computing device to:
select a treatment routine to treat the condition, the treatment routine comprising either a physical activity routine, or a mental activity routine, or both;
generate treatment control instructions for implementation of the treatment routine, the treatment control instructions comprising changes to virtual reality environment operated by the game client on the remote computing device; and
send the treatment control instructions the game client.
2. The system of claim 1 , wherein:
the platform further comprises a frontend service which receives game play data from the game client associated with the virtual reality environment and transmits it to the HIPPA-compliant security gateway, the game play data comprising the person's interactions with the virtual reality environment; and
the game play data is processed through the machine learning algorithm along with the health-related data to diagnose the condition of the person.
3. The system of claim 1 , wherein:
the frontend service further receives game-related social data from the game client and transmits it to the healthcare diagnostic module, the game-related social data comprising the person's interactions with other persons either during game play or in relation to previous or future games; and
the game-related social data is processed through the machine learning algorithm along with the health-related data to diagnose the condition of the person.
4. The system of claim 1 , wherein the physical activity is a primary activity of a dual-task functional assessment and the mental activity is an associative activity of the dual-task functional assessment.
5. The system of claim 1 , further comprising a treatment database of known or suspected associations either between physical exercise and the condition, or between brain games and the condition, or both, and wherein the treatment routine is selected based on the information in the treatment database.
6. The system of claim 1 , further comprising a brainwave entrainment manager comprising a fourth plurality of programming instructions stored in the memory which, when operating on the processor, causes the alerts and treatments module to:
select an entrainment frequency or range of entrainment frequencies for the game client based on the treatment routine; and
generate the treatment control instructions to implement brainwave entrainment within the virtual reality environment, wherein the treatment control instructions comprise instructions to change a state of a visual or auditory element within the virtual reality environment at the selected entrainment frequency or range of entrainment frequencies.
7. A method for operating a cloud-based healthcare diagnostics and treatment platform, comprising the steps of:
a network-connected computing device comprising a memory and a processor;
using a Health Information Patient Protection Act (HIPPA)-compliant security gateway operating on a network-connected computing device comprising a memory and a processor to:
establish a HIPPA-compliant health data tunnel with a game client, the game client operating on a remote computing device associated with a person;
direct the game client to send health-related data about the person to the HIPPA-compliant security gateway via that HIPPA-compliant health data tunnel, the health-related data comprising information about a physical activity of the person or a mental activity of the person; and
store the health-related data in a patient database;
using an AI-assisted healthcare diagnostics module operating on the network-connected computing device to:
retrieve the health-related data about the person from the patient database;
process the health-related data through a machine learning algorithm to diagnose a condition of the person, the condition comprising an aspect of the person's physical function, or the person's mental function, or both; and
using an alerts and treatments module operating on the network-connected computing device to:
select a treatment routine to treat the condition, the treatment routine comprising either a physical activity routine, or a mental activity routine, or both;
generate treatment control instructions for implementation of the treatment routine, the treatment control instructions comprising changes to virtual reality environment operated by the game client on the remote computing device; and
send the treatment control instructions the game client.
8. The method of claim 7 , further comprising the steps of:
using a frontend service operating on the network-connected computing device to receive game play data from the game client associated with the virtual reality environment and transmits it to the HIPPA-compliant security gateway, the game play data comprising the person's interactions with the virtual reality environment; and
processing the game play data through the machine learning algorithm along with the health-related data to diagnose the condition of the person.
9. The method of claim 7 , further comprising the steps of:
using the frontend service to receive game-related social data from the game client and transmits it to the healthcare diagnostic module, the game-related social data comprising the person's interactions with other persons either during game play or in relation to previous or future games; and
processing the game-related social data through the machine learning algorithm along with the health-related data to diagnose the condition of the person.
10. The method of claim 7 , wherein the physical activity is a primary activity of a dual-task functional assessment and the mental activity is an associative activity of the dual-task functional assessment.
11. The method of claim 7 , further comprising the steps of selecting the treatment routine from a treatment database of known or suspected associations either between physical exercise and the condition, or between brain games and the condition, or both.
12. The method of claim 7 , further comprising the steps of using a brainwave entrainment manager operating on the network-connected computing device to cause the alerts and treatments module to:
select an entrainment frequency or range of entrainment frequencies for the game client based on the treatment routine; and
generate the treatment control instructions to implement brainwave entrainment within the virtual reality environment, wherein the treatment control instructions comprise instructions to change a state of a visual or auditory element within the virtual reality environment at the selected entrainment frequency or range of entrainment frequencies.