An example method is provided for encoding text for language processing. The method may be executed by a processing system, and the method includes receiving text comprising a plurality of alphanumeric characters or symbols and converting the text into a numerical vector comprising a plurality of numerical values, by mapping each alphanumeric character or symbol of the text to a vertex coordinate of one of a plurality of vertices of a hypercube, wherein a number of the plurality of vertices is equal to or greater than a number of the plurality of alphanumeric characters or symbols, wherein the numerical vector consumes less space in memory than the text. An amount of time consumed by language processing of the numerical vector may be less than an amount of time consumed by language processing of the text.

Systems and methods for data warehouse management for medical information is provided. The system receives a set of medical record documents. These documents include evidence for one or more findings which are identified using natural language processing of evidence. The data set is probabilistically transformed into a structured data set (often as a table). This structured data set includes embedded links that reference the source document where the evidence is located. If the finding is supported by multiple articles of evidence, the link will direct the user to the source document with the highest confidence ranking. Evidence in the source document is highlighted and may include associated annotations. Evidence, findings and annotations may be updated by the user.

Embodiments of the present disclosure provide methods, apparatus, systems, computing devices, and/or computing entities for displaying content found in technical documentation via an IETM viewer. In accordance with one embodiment, a method is provided comprising: providing content for the topic, wherein the content comprises a topic identifier configured to uniquely identify the topic; and responsive to receiving user input requesting interpretability for the topic identifier: identifying one or more hierarchical portions of the topic identifier; obtaining a semantic definition for each hierarchical portion; and updating the content to display a combination of semantic definitions, the combination of semantic definitions configured to provide interpretability for the topic identifier. For example, interpretability provided for a topic identifier that is a string of numeric characters may include a meaning or definition in English.

The present disclosure is directed toward systems and methods that efficiently and effectively generate an enhanced document image of a displayed document in an image frame captured from a live image feed. For example, systems and methods described herein apply a document enhancement process to a displayed document in an image frame that result in an enhanced document image that is cropped, rectified, un-shadowed, and with dark text against a mostly white background. Additionally, systems and method described herein determine whether a stored digital content item includes a displayed document. In response to determining that a stored digital content item does include a displayed document, systems and methods described herein generate an enhanced document image of a displayed document included in the stored digital content item.

The present disclosure is directed toward systems and methods that efficiently and effectively generate an enhanced document image of a displayed document in an image frame captured from a live image feed. For example, systems and methods described herein apply a document enhancement process to a displayed document in an image frame that result in an enhanced document image that is cropped, rectified, un-shadowed, and with dark text against a mostly white background. Additionally, systems and method described herein determine whether a stored digital content item includes a displayed document. In response to determining that a stored digital content item does include a displayed document, systems and methods described herein generate an enhanced document image of a displayed document included in the stored digital content item.

A method for providing searchable media content includes generating a text file that is representative of an instance of media content. The instance of media content comprises a first scene and a second scene. A first portion of the text file is representative of the first scene and a second portion of the text file is representative of the second scene. The method further includes indexing the first portion with the first scene and indexing the second portion with the second scene.

A method for providing searchable media content includes generating a text file that is representative of an instance of media content. The instance of media content comprises a first scene and a second scene. A first portion of the text file is representative of the first scene and a second portion of the text file is representative of the second scene. The method further includes indexing the first portion with the first scene and indexing the second portion with the second scene.

Embodiments of the invention are directed to a system, method, or computer program product for a template based design approach for cross channel digital form integration and presentation. The system allows for onboarding of various types of forms to push them out to users via multiple various user viewing channels. The invention identifies the sections or fields of the form that require user input and presents those fields using an advanced digital solution illustrated in the channel format. The system is expandable, allowing for a single backend upload of additional forms irrespective of the channel.

Embodiments of the invention are directed to a system, method, or computer program product for a template based design approach for cross channel digital form integration and presentation. The system allows for onboarding of various types of forms to push them out to users via multiple various user viewing channels. The invention identifies the sections or fields of the form that require user input and presents those fields using an advanced digital solution illustrated in the channel format. The system is expandable, allowing for a single backend upload of additional forms irrespective of the channel.

An apparatus for decoding and rendering or otherwise processing, manipulating, or outputting a variety of digital data is provided. The apparatus may include a browser engine configured to receive first encoded digital data. The apparatus may include a browser extension configured to intercept the first encoded digital data transmitted in response to a first request from the browser engine. The browser extension may be configured to intercept a first decoder written in a platform-independent syntax for decoding at least a portion of the first encoded digital data. The browser extension may be configured to point the browser engine to one or more local storage locations of the first encoded digital data and the first decoder.