Abstract: A method for search construct validation is described. The method includes determining a construct of a search query recognized on a search engine of a third party webpage and related constructs represented in a plurality of search results generated based on the search query. The method includes mapping the determined construct to the related constructs represented in the plurality of search results generated based on the search query. The method includes generating a knowledge graph illustrating the mapping between the determined construct and the related constructs and a hierarchy and a strength of a conceptual relationship between the determined construct and the related constructs. The method includes displaying, via an interactive user interface, an interactive graph illustrating the mapping between the determined construct and the plurality of related constructs and the hierarchy and the strength of the conceptual relationship between the determined construct and the plurality of related constructs.

Abstract: A method for search construct validation is described. The method includes determining a construct of a search query recognized on a search engine of a third party webpage and related constructs represented in a plurality of search results generated based on the search query. The method includes mapping the determined construct to the related constructs represented in the plurality of search results generated based on the search query. The method includes generating a knowledge graph illustrating the mapping between the determined construct and the related constructs and a hierarchy and a strength of a conceptual relationship between the determined construct and the related constructs. The method includes displaying, via an interactive user interface, an interactive graph illustrating the mapping between the determined construct and the plurality of related constructs and the hierarchy and the strength of the conceptual relationship between the determined construct and the plurality of related constructs.

Abstract: A method for statistical data clarification is described. The method includes determining a relevance of statistical data according to a textual context of a statistical data detected within a document viewed by a user. The method also includes establishing a frame of reference for the statistical data according to the textual context and a determined relevance of the statistical data detected within the document viewed by the user. The method further includes generating, according to the frame of reference, at least one analogy that corresponds to the statistical data. The method also includes displaying the at least one analogy to the user to assist the user in understanding and using the statistical data.

Abstract: A method for goal progression and visualization is described. The method includes generating a graph-like structure according to user specified goals along with their associated timeframes and desired outcomes. The method also includes converting the graph-like structure into a topological landscape of hills and valleys representing the user specified goals along with the associated timeframes and desired outcomes. The method further includes displaying the topological landscape of hills and valleys representing the user specified goals along with the associated timeframes and desired outcomes.

Abstract: A method to generate a digital avatar simulating a human for behavioral empathy and understanding is described. The method includes training a neural network to generate the digital avatar to simulate the human according to a vector of human attributes and generate responses in response to interactions with a user based on the vector of human attributes. The method also includes interacting, by the user, with the digital avatar, in which the digital avatar initially having a similar background and attributes as the user. The method further includes modifying, over time, the attributes of the digital avatar to represent a target background and a target set of attributes different from the user.

Abstract: A method for an augmented reality goal assistant is described. The method includes detecting an object associated with a behavioral goal of a user. The method also includes altering an appearance of the object based on the behavioral goal of the user. The method further includes displaying the altered appearance of a detected object on an augmented reality headset, such that the altered appearance of the detected object is modified based on the behavioral goal of the user.

Abstract: A computer-implemented method, comprising detecting a first audio output in a first room, and detecting a portion of the first audio output in a second room, determining whether the portion of the first audio output in the second room meets a trigger requirement, and for the determining that the portion meets the trigger requirement, providing an action to reduce the portion of the first audio input in the second room.

Abstract: The present disclosure pertains to a system configured to predict a lucidity level of a subject.

Abstract: To prevent the spread of hospital-acquired infections, embodiments described herein monitor mobile device usage in clinical settings (by a physician, nurse, etc.) to characterize potential pathogenic contamination of the mobile device, the user's hands, and the surfaces in contact with the device. Our method considers the physical properties of how the device is handled and held during use, as well as the location and setting before, during, and after use to estimate potential contamination and transmission of pathogens. A system can use the estimation, along with knowledge (e.g., of the user's upcoming schedule) to alert them of potential contamination hazards and suggest when to avoid mobile device use as well as when to sanitize the device and user's hands.

Abstract: A computer-implemented method, comprising detecting a first audio output in a first room, and detecting a portion of the first audio output in a second room, determining whether the portion of the first audio output in the second room meets a trigger requirement, and for the determining that the portion meets the trigger requirement, providing an action to reduce the portion of the first audio input in the second room.

Abstract: Example implementations described herein are directed to a dual interface system configured to facilitate and analyze micro-journal entries. Example implementations can involve providing a first interface directed at a plurality of organizations, the first interface configured to receive micro-journal entries; aggregating the micro-journal entries across the plurality of organizations; providing analytics results of the micro-journal entries across the plurality of organizations to a second interface; receiving, through the second interface, a selection of an organization from the plurality of organizations for pushing a prompt based on the analytics results; and configuring the first interface of the selected organization from the plurality of organizations to provide the prompt, the prompt configured to receive additional micro-journal entries.

Abstract: A computer-implemented method of assessing whether a patent has a condition is provided, including generating a facial landmark on a received input video to define points associated with a region of interest on a face of the patient, defining a period of talking based respective positions of the defined points, during the period of talking, measuring pause frequency, repetitive pattern, and vocabulary variety, without determining or applying semantic information associated with the talking, to generate an aggregate score, and based on the aggregate score, generating a prediction of the patient having the condition associated with the aggregate score.

Abstract: To prevent the spread of hospital-acquired infections, embodiments described herein monitor mobile device usage in clinical settings (by a physician, nurse, etc.) to characterize potential pathogenic contamination of the mobile device, the user's hands, and the surfaces in contact with the device. Our method considers the physical properties of how the device is handled and held during use, as well as the location and setting before, during, and after use to estimate potential contamination and transmission of pathogens. A system can use the estimation, along with knowledge (e.g., of the user's upcoming schedule) to alert them of potential contamination hazards and suggest when to avoid mobile device use as well as when to sanitize the device and user's hands.

Abstract: A computer-implemented method of assessing whether a patent has a condition is provided, including generating a facial landmark on a received input video to define points associated with a region of interest on a face of the patient, defining a period of talking based respective positions of the defined points, during the period of talking, measuring pause frequency, repetitive pattern, and vocabulary variety, without determining or applying semantic information associated with the talking, to generate an aggregate score, and based on the aggregate score, generating a prediction of the patient having the condition associated with the aggregate score.

Abstract: Various embodiments described herein relate to a method, system, and non-transitory machine-readable storage medium for determining an opportune time for user interaction including one or more of the following: the method comprising: receiving a request from a client application for an indication of whether a user is open to participate in a user interaction; obtaining usage information regarding the user's recent activity on a user device; applying at least one trained predictive model to the usage information to identify the user's current contextual state, wherein the current contextual state includes at least one of: an availability measure representative of the user's current ability to perform a physical action associated with the user interaction, and a receptiveness measure representative of the user's current ability to pay attention to the user interaction; determining an opportunity indication based on the user's contextual state; and providing the opportunity indication to the client application.

Abstract: The present disclosure pertains to a system configured to predict a lucidity level of a subject.

Abstract: A system and method to provide a care-based activity recommendation engine are described. The system comprises electronic storage and physical computer processors. The electronic storage stores care recipient profile information for the care recipient including information related to care needs of the care recipient and caregiver profile information including schedule information, resource information, relationship information, or location information for individual caregivers. The processor(s) are in operative communication with the electronic storage and are configured to obtain activity tasks about the care recipient. The processor(s) determine likelihood metric values for the individual caregivers for given activity tasks indicating capacity and/or likelihood of a given caregiver to perform a given activity task.

Abstract: Systems and methods for providing prompts to improve communication between users and building supportive relationships are based on sharing activity information that characterizes one or more activities involving a patient and/or a caregiver among the patient and the caregiver. Moreover, the system determines and presents prompts for interactions between the patient and the caregiver based on the activity information.

Abstract: A non-transitory computer-readable storage medium storing a set of instructions executable by a processor, the set of instructions, when executed by the processor, causing the processor to perform operations including receiving a self-care assessment from a patient having a medical condition. The self-care assessment assesses the patient's level of ability for each of a plurality of determinants. The operations also include assigning a weight to each of the plurality of determinants. The operations also include creating an ordered list including the plurality of determinants. The determinants are ordered based on the corresponding weights. The operations also include determining a plurality of behavior-specific contributions. Each of the behavior-specific contributions corresponds to one of the determinants and to one of a plurality of self-care behaviors relevant to the medical condition.

Abstract: A teleconferencing system includes a dominance calculator (24), and a view engine (26). The dominance calculator (24) is configured to compute a dominance score for at least one channel of a plurality of channels of communication based on received video and/or audio from each communication channel. The view engine (26) is configured to send a display overlay including a visual indicator of the computed dominance score to the at least one channel.