Hand hygiene device, system, and method
OwnerHrishi Paliath-Pathiyal, Milind Paliath-Pathiyal +1inventors
InventorsHrishi Paliath-Pathiyal, Milind Paliath-Pathiyal, Krishna Kumar Pathiyal
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Abstract
In one embodiment, a process may obtain sensor data associated with a motion event captured by a wearable device. The process may identify, using the sensor data as input to one or more machine learning-based classifiers, a hand hygiene protocol associated with the motion event. The process may recognize, from the sensor data associated with the motion event, a deviation from a step of the hand hygiene protocol. The process may provide, based on recognizing the deviation, remediation instructions to achieve compliance with the step of the hand hygiene protocol.
Claims20
A method comprising:
- obtaining, by a process, sensor data associated with a motion event captured by a wearable device;
- identifying, by the process and using the sensor data as input to one or more machine learning-based classifiers, a hand hygiene protocol associated with the motion event;
- recognizing, by the process and from the sensor data associated with the motion event, a deviation from a step of the hand hygiene protocol;
- providing, by the process and based on recognizing the deviation, remediation instructions to achieve compliance with the step of the hand hygiene protocol;
- providing an instruction to engage in the hand hygiene protocol in response to recognizing, based on location-based services shared with the wearable device, a change in a location of the wearable device;
- and
- altering the sensor data by obfuscating any personally identifiable information before transmission of the altered sensor data from the wearable device.
An apparatus comprising:
- one or more interfaces;
- a microprocessor coupled to the one or more interfaces;
- and
- a memory storing instructions that, when executed by the microprocessor, are configured to:
- obtain sensor data associated with a motion event captured by a wearable device;
- identify, using the sensor data as input to one or more machine learning-based classifiers, a hand hygiene protocol associated with the motion event;
- recognize, from the sensor data associated with the motion event, a deviation from a step of the hand hygiene protocol;
- provide, based on recognizing the deviation, remediation instructions to achieve compliance with the step of the hand hygiene protocol;
- providing an instruction to engage in the hand hygiene protocol in response to recognizing, based on location-based services shared with the wearable device, a change in a location of the wearable device;
- and
- alter the sensor data by obfuscating any personally identifiable information before transmission of the altered sensor data from the wearable device.
A tangible, non-transitory, computer-readable medium storing program instructions that cause a device to execute a process comprising:
- obtaining sensor data associated with a motion event captured by a wearable device;
- identifying, using the sensor data as input to one or more machine learning-based classifiers, a hand hygiene protocol associated with the motion event;
- recognizing, from the sensor data associated with the motion event, a deviation from a step of the hand hygiene protocol;
- providing, based on recognizing the deviation, remediation instructions to achieve compliance with the step of the hand hygiene protocol;
- providing an instruction to engage in the hand hygiene protocol in response to recognizing, based on location-based services shared with the wearable device, a change in a location of the wearable device;
- and
- altering the sensor data by obfuscating any personally identifiable information before transmission of the altered sensor data from the wearable device.
Dependencies are inferred from the claim text.