Abstract: In some aspects, a method, a system, or a non-transitory computer-readable storage medium are described for preparing a histopathology image for review by obtaining the histopathology image, the image containing histopathology data of one or more tissue samples, processing the histopathology image data using at least one trained machine learning model to determine a likelihood of each of a plurality of diagnostic entities being present in the one or more tissue samples, determining an output set of diagnostic entities by applying a conformal prediction technique to the determined likelihoods, wherein the size of the output set determined by the conformal prediction technique is determined based on the determined likelihoods, generating an output image by applying indications of a presence of the output set of diagnostic entities to the histopathology image, and causing a user interface to display the output image.

Abstract: Computer-implemented systems and methods are provided for analyzing and responding to a query from a user. Consistent with certain embodiments, systems and methods are provided for receiving a query from the user and dividing the query into query segments based on a set of grammar rules. Further, systems and methods are provided for selecting a first segment from the query segments, receiving at least one tuple stored in association with the user, selecting a second segment from the at least one tuple. Additionally, systems and methods are provided for receiving information related to the first and second segments, and generating a response to the query based on the received information. In addition, systems and methods are provided for transmitting information to a display device for presenting the response to the user.

Abstract: Computer-implemented systems and methods are provided for analyzing and responding to a query from a user. Consistent with certain embodiments, systems and methods are provided for receiving a query from the user and dividing the query into query segments based on a set of grammar rules. Further, systems and methods are provided for selecting a first segment from the query segments, receiving at least one tuple stored in association with the user, selecting a second segment from the at least one tuple. Additionally, systems and methods are provided for receiving information related to the first and second segments, and generating a response to the query based on the received information. In addition, systems and methods are provided for transmitting information to a display device for presenting the response to the user.

Abstract: Computer-implemented systems and methods are provided for analyzing and responding to a query from a user. Consistent with certain embodiments, systems and methods are provided for receiving a query from the user and dividing the query into query segments based on a set of grammar rules. Further, systems and methods are provided for selecting a first segment from the query segments, receiving at least one tuple stored in association with the user, selecting a second segment from the at least one tuple. Additionally, systems and methods are provided for receiving information related to the first and second segments, and generating a response to the query based on the received information. In addition, systems and methods are provided for transmitting information to a display device for presenting the response to the user.

Abstract: Body-carried or worn, mechanically remotely-controlled novelty devices include one or more articulated members, each in the shape of a whimsical or anatomical feature, that may be covertly actuated by bending a digit, writs, etc. of a human wearer. The articulated member(s) may be attached to a headband, belt, slipper, shoulder strap or the like. A hinged, pivoted or bendable portion of each articulated member may be coupled by a Bowden cable extending down the user's sleeve to an actuator, such as a ring, lever or key, proximate the user's hand. Actuator levers may be installed in slippers, or the like, and coupled to articulated members having shapes, such as mouths or extended toe portions of the slippers, to animate the articulated members. In elaborate embodiments, each finger or toe may actuate a different portion of an articulated member or a distinct articulated member.

Abstract: Body-carried or worn, mechanically remotely-controlled novelty devices include one or more articulated members, each in the shape of a whimsical or anatomical feature, that may be covertly actuated by bending a digit, writs, etc. of a human wearer. The articulated member(s) may be attached to a headband, belt, slipper, shoulder strap or the like. A hinged, pivoted or bendable portion of each articulated member may be coupled by a Bowden cable extending down the user's sleeve to an actuator, such as a ring, lever or key, proximate the user's hand. Actuator levers may be installed in slippers, or the like, and coupled to articulated members having shapes, such as mouths or extended toe portions of the slippers, to animate the articulated members. In elaborate embodiments, each finger or toe may actuate a different portion of an articulated member or a distinct articulated member.