An apparatus comprises a processing device configured to receive physiological monitoring data from wearable devices, to generate telemedicine data based on telemedicine interactions between a given user and telemedical support staff of a telemedicine network, and to calculate, for the given user, a predicted outcome and associated user-specific risk of contracting and spreading a disease for two or more telemedical treatment scenarios based on the physiological monitoring data and the telemedicine data. The processing device is also configured to recommend a given telemedical treatment scenario for the given user based on the predicted outcomes and associated user-specific risks for the telemedical treatment scenarios, and to generate notifications for delivery to at least one of the given user and one or more other users based on the recommended telemedical treatment scenario, the notifications comprising information related to outbreak of and measures for treating and mitigating spread of the disease.

An apparatus comprises a processing device configured to receive physiological monitoring data from wearable devices, to generate telemedicine data based on telemedicine interactions between a given user and telemedical support staff of a telemedicine network, and to calculate, for the given user, a predicted outcome and associated user-specific risk of contracting and spreading a disease for two or more telemedical treatment scenarios based on the physiological monitoring data and the telemedicine data. The processing device is also configured to recommend a given telemedical treatment scenario for the given user based on the predicted outcomes and associated user-specific risks for the telemedical treatment scenarios, and to generate notifications for delivery to at least one of the given user and one or more other users based on the recommended telemedical treatment scenario, the notifications comprising information related to outbreak of and measures for treating and mitigating spread of the disease.

Systems and methods are provided for treating blood clots associated with a replicating pathogen, such as a virus in the coronaviridae family. The methods include emitting an electrical impulse near a vagus nerve within the patient sufficient to inhibit or reduce an inflammatory or allergic response in the patient, provide relief for bronchoconstriction that results in the tightening of airways and the inability to breath without ventilator support and/or lessen the abnormal blot clotting that develops in some patients. The systems and methods are particularly useful for treating post-COVID conditions or post-acute sequelae of COVID-19 that develop in “long-haul” or COVID patients.

Systems and methods are provided for treating blood clots associated with a replicating pathogen, such as a virus in the coronaviridae family. The methods include emitting an electrical impulse near a vagus nerve within the patient sufficient to inhibit or reduce an inflammatory or allergic response in the patient, provide relief for bronchoconstriction that results in the tightening of airways and the inability to breath without ventilator support and/or lessen the abnormal blot clotting that develops in some patients. The systems and methods are particularly useful for treating post-COVID conditions or post-acute sequelae of COVID-19 that develop in “long-haul” or COVID patients.

Systems and methods for providing a universal platform for at-home health testing and diagnostics are provided herein. In particular, a health testing and diagnostic platform is provided to connect medical providers with patients and to generate a unique, private testing environment. In some embodiments, the testing environment may facilitate administration of a medical test to a patient with the guidance of a proctor. In some embodiments, the patient may be provided with step-by-step instructions for test administration by the proctor within a testing environment. The platform may display unique, dynamic testing interfaces to the patient and proctor to ensure proper testing protocols and accurate test result verification.

Systems and methods are provided for predictive assessment of driver perception abilities based on driving behavior personalized to the driver in connection with, but not necessarily, autonomous and semi-autonomous vehicles. In accordance with on embodiment, a method comprises receiving first vehicle operating data and associated first gaze data of a driver operating a vehicle; training a model for the driver based on the first vehicle operating data and the first gaze data, the model indicating driving behavior of the driver; receiving second vehicle operating data and associated second gaze data of the driver; and determining that an ability of the driver to perceive hazards is impaired based on applying the model to the second vehicle operating data and associated second gaze data.

Systems and methods for population health surveillance utilizing a network of smart thermometers is provided. Based on the geolocated user data provided by the smart thermometers, contagious illness can be forecasted for various population nodes. Population nodes can be provided at various levels of granularity. Geographic or population specific early warning signals can be generated based on detected outbreaks of contagious illness.

Systems and methods for population health surveillance utilizing a network of smart thermometers is provided. Based on the geolocated user data provided by the smart thermometers, contagious illness can be forecasted for various population nodes. Population nodes can be provided at various levels of granularity. Geographic or population specific early warning signals can be generated based on detected outbreaks of contagious illness.

An apparatus for collecting information communicating with a server and a collecting device includes scanning a bar code and transmit identification information of the apparatus to the server; the bar code is configured to link to a webpage of the server; acquiring biological characteristic information of a user of the apparatus collected by the collecting device; acquiring the identification information and the biological characteristic information matched by the server; and displaying the identification information and the biological characteristic information synchronized with the server. A method and a server for collecting information are also disclosed.

The present invention provides a method for monitoring tracks and a track monitoring module. The method comprises: maintaining a target list, stored a target track, by a monitoring server; recording a first track related to a first mobile device by a first monitoring application; and comparing the similarity between the first track and the target track by the first monitoring application to generate a comparison result.