Determining digital markers indicative of a neurological condition using eye movement parameters

A system for efficiently determining a digital marker indicative of a neurological condition or a mental health condition, comprising:

• one or more memories;
• and
• at least one processor each coupled to at least one of the memories and configured to:
• determine a one-dimensional direction of gaze based on one or more oculometic parameters associated with an eye of a user using a video stream, wherein the video stream comprises at least one image of a face of the user;
• determine, by performing a deconvolution of a time function of at least the one-dimensional direction of gaze, a gaze response function, wherein the gaze response function is indicative of a response of the eye of the user to an external factor;
• and
• determine one or more digital markers of the user based on the gaze response function, wherein the one or more digital markers are indicative of a neurological condition or a mental health condition of the user.

A non-transitory computer-readable medium having instructions stored thereon that, when executed by at least one computing device, cause the at least one computing device to perform operations comprising:

• determining a one-dimensional direction of gaze based on one or more oculometric parameters associated with an eye of a user using a video stream, wherein the video stream comprises at least one image of a face of the user;
• determining, by performing a deconvolution of a time function of at least the one-dimensional direction of gaze, a gaze response function, wherein gaze response function is indicative of a response of the eye of the user to an external factor;
• and
• determining one or more digital markers of the user based on the gaze response function, wherein the one or more digital markers are indicative of a neurological condition or a mental health condition of the user.