Abstract: Systems and methods are provided for automatically marking locations within a radiograph of one or more dental pathologies, anatomies, anomalies or other conditions determined by automated image analysis of the radiograph by a number of different machine learning models. Image annotation data may be generated based at least in part on obtained results associated with output of the multiple machine learning models, where the image annotation data indicates at least one location in the radiograph and an associated dental pathology, restoration, anatomy or anomaly detected at the at least one location by at least one of the machine learning models. A number of different pathologies may be identified and their locations marked within a single radiograph image.

Abstract: Systems and methods are provided for presenting an interactive user interface that visually marks locations within a radiograph of one or more dental pathologies, anatomies, anomalies or other conditions determined by automated image analysis of the radiograph by a number of different machine learning models. Annotation data generated by the machine learning models may be obtained, and one or more visual bounding shapes generated based on the annotation data. A user interface may present at least a portion of the radiograph's image data, along with display of the visual bounding shapes appearing to be overlaid over the at least a portion of the image data to visually mark the presence and location of a given pathology or other condition.

Abstract: Systems and methods are described for automatically evaluating a claim submitted to an insurance carrier. Claim information and at least one image associated with the claim may be received, where the image has been submitted to a carrier as supporting evidence of a service performed by a submitter of the claim. The system may provide image data and other claim information from the submitted claim as input to machine learning models configured to identify whether the image data, such as a radiograph, supports the other data in the claim submission, such as a treatment code.

Abstract: Systems and methods are provided for generating labeled image data for improved training of an image classifier, such as a multi-layered machine learning model configured to identify target image objects in image data. When the initially trained classifier is unable to identify a particular object in input image data, such as an object that did not appear in initial training data, feature information determined by the classifier for the given image data may be provided to a clustering model. The clustering model may group image data having similar features into different clusters or groups, which may in turn be labeled at the group level by an annotator. The image data assigned to the different clusters, along with the associated labels, may subsequently be used as training data for training a classifier to identify the labeled objects in images.

Abstract: Known georeferencing techniques require input in the form of manually-chosen anchor points or dense surveyed data. The present invention is an improved method and system for georeferencing underground geometric data. The method comprises (a) visiting at least two control points; (b) obtaining information about each of the at least two control points using scanning means; (c) recording the information about the at least two control points into a computer processor; and (d) performing a best-fit transformation to the recorded information. Preferably, the scanning means comprises laser scanners and at least two radio-frequency identification (RFID) tags. However, other technologies, such as retro-reflective LIDAR targets, Wi-Fi access points or bar codes and a bar code reader may also be used. In addition, sonar, radar, flash LIDAR, MEMS LIDAR, or any other similar technology could be used.

Abstract: One or more embodiments of the disclosure provide systems and methods for providing media presentations to users of a media presentation system. A media presentation generally includes a plurality of media segments provided by multiple users of the media presentation system. In one or more embodiments, a user of the media presentation system may share a media presentation with a co-user. The media presentation system can enable the co-user, if authorized by the user, to contribute (e.g., add a media segment) to a media presentation shared with the co-user.

Abstract: One or more embodiments of the disclosure provide systems and methods for providing media presentations to users of a media presentation system. A media presentation generally includes a plurality of media segments provided by multiple users of the media presentation system. In one or more embodiments, a user of the media presentation system may share a media presentation with a co-user. The media presentation system can provide a number of features to assist a user in sharing, filtering, and accessing media presentations.

Abstract: A method of preparing a solid-supported phospholipid bilayer is provided. The method includes a) a first step of providing a solution comprising a bicellar mixture of a long-chain phospholipid and a short-chain phospholipid; b) at least one second step of decreasing the temperature of the solution to below 0° C., increasing the temperature to above room temperature and causing the solution to be blended; and c) a third step of depositing the solution obtained after the second step on a surface of a support, wherein the concentration of the long-chain phospholipid in the solution is at most 0.1 mg/mL, for obtaining a solid-supported phospholipid bilayer. A solid-supported phospholipid layer obtained by the method as defined above is also provided.

Abstract: A mobile video game uses real world anchor points in providing for video game play which includes virtual elements. The real world anchor points may be specified in terms of a geographic coordinate system, and game play may be based on mobile device presence at or about the anchor points.

Abstract: One or more embodiments of the disclosure provide systems and methods for providing media presentations to users of a media presentation system. A media presentation generally includes a plurality of media segments provided by multiple users of the media presentation system. In one or more embodiments, a user of the media presentation system may share a media presentation with a co-user. The media presentation system can provide a number of features to assist a user in sharing, filtering, and accessing media presentations.

Abstract: A desiccant wheel for a dehumidifier includes a band of material around an outer circumference of the desiccant wheel and a plurality of sprocket holes formed in the band of material. The plurality of sprocket holes are configured for coupling the desiccant wheel to a sprocket. The desiccant wheel is configured to rotate when the sprocket is rotated by a motor.

Abstract: One or more embodiments of the disclosure provide systems and methods for providing media presentations to users of a media presentation system. A media presentation generally includes a plurality of media segments provided by multiple users of the media presentation system. In one or more embodiments, a user of the media presentation system may share a media presentation with a co-user. The media presentation system can enable the co-user, if authorized by the user, to contribute (e.g., add a media segment) to a media presentation shared with the co-user.

Abstract: Embodiments of the present disclosure relate to authenticating user communication sessions. Other embodiments may be described and/or claimed.

Abstract: Among other things, embodiments of the present disclosure utilize messaging platforms to authenticate users seeking to access data and services offered by computing devices. Other embodiments may be described and/or claimed.

Abstract: Among other things, embodiments of the present disclosure may utilize identification information associated with a user from a variety of sources in order to authenticate the user for a particular platform. Other embodiments may be described and/or claimed.

Abstract: Provided herein are anti-infective peptides and uses thereof. Such anti-infective peptides are useful against bacteria and viruses. Also provided herein are compositions comprising said anti-infective peptides.

Abstract: Techniques for managing discussion sharing on a mobile platform, comprising a mobile discussions application. The mobile discussions application may include, among other components, a discussions imaging component for recognizing a ticket associated with a resource in a social networking system and a discussions management component for enabling a user having an associated user profile information to access the resource based at least partially on the ticket associated with the resource.

Abstract: A method of preparing a solid-supported phospholipid bilayer is provided. The method includes a) a first step of providing a solution comprising a bicellar mixture of a long-chain phospholipid and a short-chain phospholipid; b) at least one second step of decreasing the temperature of the solution to below 0° C., increasing the temperature to above room temperature and causing the solution to be blended; and c) a third step of depositing the solution obtained after the second step on a surface of a support, wherein the concentration of the long-chain phospholipid in the solution is at most 0.1 mg/mL, for obtaining a solid-supported phospholipid bilayer. A solid-supported phospholipid layer obtained by the method as defined above is also provided.

Abstract: Disclosed are techniques for implementing routing aware floorplanning or placement for an electronic design. These techniques preprocess an electronic design and a plurality of inputs for a floorplanner or placer, identify a tentative location for inserting a block comprising one or more pins into a floorplan or placement layout, snap the block to a legal location based at least in part upon one or more characteristics of the one or more pins or one or more pseudo-pins, and update the floorplan or placement layout with one or more geometric routes based in part or in whole upon the legal location.

Abstract: The present invention relates to methods for fabricating a laterally-limited two-dimensional structure through template synthesis. The methods of the invention are useful in forming homogenous and heterogeneous layered materials. The invention also provides structures and devices formed by the method of the present invention and uses thereof.