Abstract: Methods, systems, and computer readable media for detecting stroke by monitoring of upper limb movements. In some examples, a method for detecting stroke includes receiving, at a stroke detector implemented on at least one processor, movement data from an accelerometer attached to an upper limb of a patient for a period of time. The method includes analyzing, at the stroke detector, the movement data using a test statistic robust to motion distribution covariate shift to enable passive monitoring of the patient. The method includes outputting, at the stroke detector, an alarm signal in response to detecting a stroke using the movement data.

Abstract: Methods, systems, and computer readable media for physiology parameter-invariant meal detection are disclosed. According to one system, the system includes at least one processor and a meal detection module implemented using the at least one processor. The meal detection module is configured to receive insulin intake information and blood glucose level information for a user, to detect a meal event using a physiology parameter-invariant meal detection algorithm, and after detecting the meal event, to perform at least one control action associated with insulin management.

Abstract: Methods, systems, and computer readable media for physiology parameter-invariant meal detection are disclosed. According to one system, the system includes at least one processor and a meal detection module implemented using the at least one processor. The meal detection module is configured to receive insulin intake information and blood glucose level information for a user, to detect a meal event using a physiology parameter-invariant meal detection algorithm, and after detecting the meal event, to perform at least one control action associated with insulin management.