Abstract: Systems and methods for image-based biological sample constituent analysis are disclosed. For example, image data corresponding to an image having a target constituent and other constituents may be generated and utilized for analysis. The systems and processes described herein may be utilized to differentiate between portions of image data corresponding to the target constituent and other portions that do not correspond to the target constituent. Analysis of the target constituent instances may be performed to provide analytical results.

Abstract: Systems and methods for image-based biological sample constituent analysis are disclosed. For example, image data corresponding to an image having a target constituent and other constituents may be generated and utilized for analysis. The systems and processes described herein may be utilized to differentiate between portions of image data corresponding to the target constituent and other portions that do not correspond to the target constituent. Analysis of the target constituent instances may be performed to provide analytical results.

Abstract: Systems and methods for image-based biological sample constituent analysis are disclosed. For example, image data corresponding to an image having a target constituent and other constituents may be generated and utilized for analysis. The systems and processes described herein may be utilized to differentiate between portions of image data corresponding to the target constituent and other portions that do not correspond to the target constituent. Analysis of the target constituent instances may be performed to provide analytical results.

Abstract: The configurations herein are directed to a sleep trolley system for automation of sleep disruption. Such a unique system often includes a platform support system; a natural habitat chamber configured for an animal subject, wherein the natural habitat chamber is removeably disposed thereon the platform support system; an agitator disposed therein the natural habitat chamber, wherein the agitator is configured with a first magnetic component to provide magnetic coupling; a trolley affixed to the platform support system; wherein the trolley is configured with a second magnetic component, wherein the second magnetic component exerts a magnetic attraction force with the first magnetic component coupled to the agitator as disposed therein the natural habitat chamber; and a control system configured to move the trolley along a dimension of the platform support system so as to guide the agitator along a corresponding length of the natural habitat chamber via the magnetic attraction force.

Abstract: The configurations herein are directed to a sleep trolley system for automation of sleep disruption. Such a unique system often includes a platform support system; a natural habitat chamber configured for an animal subject, wherein the natural habitat chamber is removeably disposed thereon the platform support system; an agitator disposed therein the natural habitat chamber, wherein the agitator is configured with a first magnetic component to provide magnetic coupling; a trolley affixed to the platform support system; wherein the trolley is configured with a second magnetic component, wherein the second magnetic component exerts a magnetic attraction force with the first magnetic component coupled to the agitator as disposed therein the natural habitat chamber; and a control system configured to move the trolley along a dimension of the platform support system so as to guide the agitator along a corresponding length of the natural habitat chamber via the magnetic attraction force.