Abstract: Examples of wearable systems and methods can use multiple inputs (e.g., gesture, head pose, eye gaze, voice, totem, and/or environmental factors (e.g., location)) to determine a command that should be executed and objects in the three-dimensional (3D) environment that should be operated on. The wearable system can detect when different inputs converge together, such as when a user seeks to select a virtual object using multiple inputs such as eye gaze, head pose, hand gesture, and totem input. Upon detecting an input convergence, the wearable system can perform a transmodal filtering scheme that leverages the converged inputs to assist in properly interpreting what command the user is providing or what object the user is targeting.

Abstract: A cross reality system that provides an immersive user experience by storing persistent spatial information about the physical world that one or multiple user devices can access to determine position within the physical world and that applications can access to specify the position of virtual objects within the physical world. Persistent spatial information enables users to have a shared virtual, as well as physical, experience when interacting with the cross reality system. Further, persistent spatial information may be used in maps of the physical world, enabling one or multiple devices to access and localize into previously stored maps, reducing the need to map a physical space before using the cross reality system in it. Persistent spatial information may be stored as persistent coordinate frames, which may include a transformation relative to a reference orientation and information derived from images in a location corresponding to the persistent coordinate frame.

Abstract: Systems and methods for ensuring medical diagnostic test integrity are disclosed. In particular, systems and methods herein can be used to ensure compliance with testing procedures. Some embodiments provide systems and methods for verifying test results. According to some embodiments, test results can be non-human-readable results that can be interpreted by a computing system.

Abstract: Systems, methods, and devices for identifying molds or bacteria contained in a sample are disclosed herein. In some embodiments, a device can be used to perform analysis of a sample and identifying molds or bacteria contained within. The device may include a sample collection tool for collecting and holding a sample. The device may also include a sample receptacle, which may have an agar portion disposed within the sample receptacle and an inlet port. There may be a binary tree of medicines distributed within the agar portion. The inlet port may be configured to receive an end of a sample collection tool, wherein full insertion of the sample collection tool through the inlet port causes the sample to be placed in contact with the agar portion. Mold or bacteria from the collected sample may grow or attempt to grow throughout the agar, through the binary tree, and visual analysis of the growth paths may allow the mold or bacteria to be identified and the best combination of medicines to be determined.

Abstract: Systems, methods, and devices associated with collecting and processing user information and data to generate a data structure suitable for use by an artificial intelligence algorithm for automated classification, such as automated diagnosis and intervention of the user's condition. A custom treatment plan can be generated that is tailored to the user based on information known about the user.

Abstract: Systems, methods, and devices associated with telehealth communication platforms are disclosed herein. In some embodiments, a user of the platform may designate a condition that can be used to assign the user to a pool of supervising users. User status data from user tracking devices can be collected and monitored by the platform to detect any abnormalities or indications associated with the user-designated condition, which may indicate a level of urgency and that the user requires an intervention. A communication can then be immediately established between the user and a supervising user selected from the assigned pool based on availability.

Abstract: Systems and methods for ensuring medical diagnostic test integrity are disclosed. In particular, systems and methods herein can be used to ensure compliance with testing procedures. Some embodiments provide systems and methods for verifying test results. According to some embodiments, test results can be non-human-readable results that can be interpreted by a computing system.

Abstract: A method or system can include receiving patient information from a patient that includes a result of at least one remotely-administered diagnostic test, wherein the at least one remotely-administered diagnostic test, generating, a nutritional profile for the patient based on the patient information, transmitting the nutritional profile to one or more food-related services, wherein the food-related services provide a service to the user based at least in part on the nutritional profile, receiving information regarding an interaction between the patient and at least one of the food-related services, and updating the nutritional profile of the patient based on the information received from the at least one of the food-related services

Abstract: This disclosure relates to systems, methods, and devices for patient privacy and healthcare productivity enhancement. In some embodiments, a method can include receiving a request to begin a remote medical session, initiating the remote medical session, receiving a plurality of feature vectors representative of one or more images, and generating one or more reconstructed images using the received feature vectors. In some embodiments, a patient can respond to one or more questions. In some embodiments, the patient's responses can be automatically evaluated.

Abstract: As one example of remote health testing or diagnostics using a personal device and remote image quality verification, a user may be prompted to take an image, for example, of a reference card, using a camera of his or her personal user device. The image of the reference card can be uploaded by the personal user device to a server on the cloud. The server can be configured to evaluate the image to determine whether the image is already of sufficient quality (for being used in medical diagnostics) or the image can be processed using designated processing techniques and parameters to produce a processed image of sufficient quality. Finally, the server can respond to the user device with an indication of the determination result.

Abstract: Augmented reality systems and methods for user health analysis. Methods for user health analysis may include collecting data for an initial prediction model and continuing to collect additional data based on one or more data criteria. The methods may further include updating the initial prediction model based on the additional data to produce a revised prediction model or causing an intervention to occur based on the additional data. The data may be collected by a display system including one or more sensors configured to collect user-specific data and a display device configured to present virtual content to a user. The display device may be configured to output light with variable wavefront divergence.

Abstract: Systems and methods for ensuring medical diagnostic test integrity are disclosed. In particular, systems and methods herein can be used to ensure compliance with testing procedures. Some embodiments provide systems and methods for verifying test results. According to some embodiments, test results can be non-human-readable results that can be interpreted by a computing system.

Abstract: This disclosure relates to systems and methods for remote diagnostic medical testing. Some embodiments relate to resource allocation. Some embodiments relate to dynamic resource allocation. In some embodiments, a method for remote diagnostic testing can include receiving a request to begin a testing session, selecting at least one guidance provision scheme from a plurality of guidance provision schemes, beginning the testing session using the selected at least one guidance provision scheme, receiving data indicative of one or more characteristics of the testing session, determining to modify the testing session for the user, and altering the testing session. In some embodiments a method can include determining, based on data indicative of the user's sentiment, one or more baseline scores associated with one or more emotion and detecting a change in the user sentiment during the testing session.

Abstract: Systems and methods for providing remotely proctored at-home health testing and diagnostics are provided herein. In particular, systems and methods for improving proctor performance by increasing accuracy and reducing proctor time are disclosed. In some embodiments, images and/or video of a patient may be enhanced to aid the proctor. In some embodiments, proctor performance may be evaluated. In some embodiments, proctor time per patient may be reduced by automating one or more steps in a proctored testing process.

Abstract: Systems and methods for ensuring medical diagnostic test integrity are disclosed. In particular, systems and methods herein can be used to ensure compliance with testing procedures. Some embodiments provide systems and methods for verifying test results. According to some embodiments, test results can be non-human-readable results that can be interpreted by a computing system.

Abstract: A cross reality system that provides an immersive user experience by storing persistent spatial information about the physical world that one or multiple user devices can access to determine position within the physical world and that applications can access to specify the position of virtual objects within the physical world. Persistent spatial information enables users to have a shared virtual, as well as physical, experience when interacting with the cross reality system. Further, persistent spatial information may be used in maps of the physical world, enabling one or multiple devices to access and localize into previously stored maps, reducing the need to map a physical space before using the cross reality system in it. Persistent spatial information may be stored as persistent coordinate frames, which may include a transformation relative to a reference orientation and information derived from images in a location corresponding to the persistent coordinate frame.

Abstract: Augmented reality systems and methods for user health analysis. Methods for user health analysis may include collecting data for an initial prediction model and continuing to collect additional data based on one or more data criteria. The methods may further include updating the initial prediction model based on the additional data to produce a revised prediction model or causing an intervention to occur based on the additional data. The data may be collected by a display system including one or more sensors configured to collect user-specific data and a display device configured to present virtual content to a user. The display device may be configured to output light with variable wavefront divergence.

Abstract: A cross reality system that provides an immersive user experience by storing persistent spatial information about the physical world that one or multiple user devices can access to determine position within the physical world and that applications can access to specify the position of virtual objects within the physical world. Persistent spatial information enables users to have a shared virtual, as well as physical, experience when interacting with the cross reality system. Further, persistent spatial information may be used in maps of the physical world, enabling one or multiple devices to access and localize into previously stored maps, reducing the need to map a physical space before using the cross reality system in it. Persistent spatial information may be stored as persistent coordinate frames, which may include a transformation relative to a reference orientation and information derived from images in a location corresponding to the persistent coordinate frame.

Abstract: Augmented reality systems and methods for user health analysis. Methods for user health analysis may include collecting data for an initial prediction model and continuing to collect additional data based on one or more data criteria. The methods may further include updating the initial prediction model based on the additional data to produce a revised prediction model or causing an intervention to occur based on the additional data. The data may be collected by a display system including one or more sensors configured to collect user-specific data and a display device configured to present virtual content to a user. The display device may be configured to output light with variable wavefront divergence.

Abstract: Examples of wearable systems and methods can use multiple inputs (e.g., gesture, head pose, eye gaze, voice, totem, and/or environmental factors (e.g., location)) to determine a command that should be executed and objects in the three-dimensional (3D) environment that should be operated on. The wearable system can detect when different inputs converge together, such as when a user seeks to select a virtual object using multiple inputs such as eye gaze, head pose, hand gesture, and totem input. Upon detecting an input convergence, the wearable system can perform a transmodal filtering scheme that leverages the converged inputs to assist in properly interpreting what command the user is providing or what object the user is targeting.