Abstract: Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system receives input defining or modifying a theme schema for classifying results of user experience tests. Responsive to receiving the input, the system trains a themer model based at least in part on example classifications in a training dataset, where the classifications map results to themes within the theme schema. When a new set of results for a user experience test is received, the trained machine learning model may generate a set of predicted themes to classify the test results. The output of the model may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.

Abstract: Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system receives input defining or modifying a theme schema for classifying results of user experience tests. Responsive to receiving the input, the system trains a themer model based at least in part on example classifications in a training dataset, where the classifications map results to themes within the theme schema. When a new set of results for a user experience test is received, the trained machine learning model may generate a set of predicted themes to classify the test results. The output of the model may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.

Abstract: Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system identifies a set of expectation elements associated with one or more UX tests. An expectation element may specify, using unstructured data that does not conform to a schema, an expectation for a user experience and a respective outcome for the user experience. A themer model may generate predictions that map the respective expectation elements to a theme from a theme schema, which may include a plurality of themes. A selector model may generate selection scores for the expectation elements. The predicted themes and selection scores may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.

Abstract: A system for self-imaging a body portion includes a self-imaging device and an ancillary device that is attachable to the self-imaging device. The self-imaging device has a base member, a camera located within the base member and a guide element for transmitting light along a path extending between the camera and an exposed tip of the guide element that opens out of the self-imaging device at a given side of the device. The ancillary device is arranged to attach to the self-imaging device at said same given side while substantially not obstructing incoming light arriving towards the self-imaging device from being transmitted via the guide element towards the camera.

Abstract: The present disclosure relates to compositions including a shell surrounding an interior compartment, wherein said interior compartment comprises one or more reagent and wherein said shell releases said interior compartment when said shell is exposed to a first release condition, wherein said interior compartment releases said one or more reagent when said interior compartment is exposed to a second release condition, and wherein said first release condition is different from said second release condition. Also disclosed are compositions including a dissolvable first shell, and a dissolvable second shell, the second shell comprising one or more reagent. Also disclosed are methods for controlling release of one or more reagent using the compositions described herein. The present disclosure further relates to cartridges that include a reagent reservoir including the compositions described herein.

Abstract: A system for self-imaging a body portion includes a self-imaging device and an ancillary device that is attachable to the self-imaging device. The self-imaging device has a base member, a camera located within the base member and a guide element for transmitting light along a path extending between the camera and an exposed tip of the guide element that opens out of the self-imaging device at a given side of the device. The ancillary device is arranged to attach to the self-imaging device at said same given side while substantially not obstructing incoming light arriving towards the self-imaging device from being transmitted via the guide element towards the camera.

Abstract: The present disclosure relates to a composition comprising a shell surrounding a core, wherein the core comprises one or more lyophilised microspheres. Also described herein is a method comprising providing one or more lyophilised microspheres; and coating the one or more lyophilised microspheres with a shell under conditions effective to encapsulate the one or more lyophilised microspheres. The present disclosure further relates to a system comprising one or more composition as described herein, and one or more lyophilised cake, wherein the one or more composition and the one or more lyophilised cake are combined under conditions effective to form a rehydration system. Also described herein is a method of controlling release of one or more encapsulated microspheres comprising providing a composition as described herein and mixing the composition with a rehydration solution under a first condition effective to control release of one or more lyophilised microspheres from the composition.

Abstract: A device includes a housing having a first end, a second end, a first cylinder, a second cylinder parallel to the first cylinder, and a channel connecting the first and second cylinders near the second end. A piston is positioned within the first cylinder. A cartridge containing a therapeutic agent is positioned within the second cylinder. A needle hub containing a needle is positioned within the second cylinder between the cartridge and the first end. A septum is positioned at the first end. A fluid is positioned within the first cylinder.

Abstract: A medication administration device is provided. The device has a flexible tube having an administration end, an activation end and a lumen between the ends. An administration assembly is attached to the administration end. An activation assembly is attached to the activation end. A syringe is disposed within the lumen. The syringe contains the medication and has a first end and an opposite second end. A plunger is disposed within the lumen and operatively connected to the first end of the syringe. A rupturable seal is provided to the second end of the syringe, which end is approximate to the administration end. The activation assembly activates the plunger to break the rupturable seal to establish a fluid communication between the second end of the syringe and the administration assembly. Accordingly, transportation of the medication from the syringe to the medication administration assembly through the medication administration end is allowed.

Abstract: A medication administration device is provided. The device has a flexible tube having an administration end, an activation end and a lumen between the ends. An administration assembly is attached to the administration end. An activation assembly is attached to the activation end. A syringe is disposed within the lumen. The syringe contains the medication and has a first end and an opposite second end. A plunger is disposed within the lumen and operatively connected to the first end of the syringe. A rupturable seal is provided to the second end of the syringe, which end is approximate to the administration end. The activation assembly activates the plunger to break the rupturable seal to establish a fluid communication between the second end of the syringe and the administration assembly. Accordingly, transportation of the medication from the syringe to the medication administration assembly through the medication administration end is allowed.

Abstract: A medication administration device is provided. The device has a flexible tube having an administration end, an activation end and a lumen between the ends. An administration assembly is attached to the administration end. An activation assembly is attached to the activation end. A syringe is disposed within the lumen. The syringe contains the medication and has a first end and an opposite second end. A plunger is disposed within the lumen and operatively connected to the first end of the syringe. A rupturable seal is provided to the second end of the syringe, which end is approximate to the administration end. The activation assembly activates the plunger to break the rupturable seal to establish a fluid communication between the second end of the syringe and the administration assembly. Accordingly, transportation of the medication from the syringe to the medication administration assembly through the medication administration end is allowed.

Abstract: A medication administration device is provided. The device has a flexible tube having an administration end, an activation end and a lumen between the ends. An administration assembly is attached to the administration end. An activation assembly is attached to the activation end. A syringe is disposed within the lumen. The syringe contains the medication and has a first end and an opposite second end. A plunger is disposed within the lumen and operatively connected to the first end of the syringe. A rupturable seal is provided to the second end of the syringe, which end is approximate to the administration end. The activation assembly activates the plunger to break the rupturable seal to establish a fluid communication between the second end of the syringe and the administration assembly. Accordingly, transportation of the medication from the syringe to the medication administration assembly through the medication administration end is allowed.