Patent application number | Description | Published |
20120323921 | DICTIONARY FOR HIERARCHICAL ATTRIBUTES FROM CATALOG ITEMS - A plurality of items included in a catalog may be obtained, each item associated with an item category. Brand indicators may be obtained, each brand indicator associated with the item category. Brand indicators associated with each of the items may be determined, and the each item may be assigned to a partition group associated with the brand indicator that is associated with the each item. Correlated string tokens that are correlated, greater than a predetermined correlation threshold value, with the brand indicator associated with the partition group that is associated with the each one of the items, the correlated string tokens associated with the each one of the plurality of items, may be determined. A dictionary hierarchy may be generated based on the one or more correlated string tokens. | 12-20-2012 |
20140108047 | Methods and systems for medical auto-coding using multiple agents with automatic adjustment - This disclosure is directed to methods and automated documentation and medical-coding systems that combine predictions of clinical decision support or multiple medical-code assignments into a final medical-code assignment, such that the combination is different for different contexts. In certain implementations, each agent receives the same set of terms and phrases extracted from an electronic medical record (“EMR”). Based on the context of the EMR, each agent extracts medical codes from one or more medical codebooks, compares the terms and phrases to the medical codes, and assigns a code to the EMR based on a confidence score. The multiple code assignments are combined to generate a final medical-code assignment based on the confidence scores, context, and each agent's historical performance within the context. The automated system stores and outputs the final medical-code assignment. | 04-17-2014 |
20140250377 | METHOD AND SYSTEM FOR SEARCHING AND ANALYZING LARGE NUMBERS OF ELECTRONIC DOCUMENTS - The current document is directed to methods and systems for accessing, searching, analyzing, and visualizing electronically stored information, including electronic documents. These methods and systems construct graph-like representations of information searches that can be visualized and manipulated in three dimensions. The three-dimensional rendering of search results allows for very large numbers of search results to be visualized conveniently using a graphical user interface displayed on an electronic display device. Methods and systems provide for three-dimensional manipulation of graph-like renderings of search results, visualization-assisted searching, and a large number of research tools for discovering and storing various types of links, connections, and relationships between electronically stored information entities. | 09-04-2014 |
20140372956 | METHOD AND SYSTEM FOR SEARCHING AND ANALYZING LARGE NUMBERS OF ELECTRONIC DOCUMENTS - The current document is directed to methods and systems for accessing, searching, analyzing, and visualizing electronically stored information, including electronic documents. These methods and systems construct graph-like representations of information searches that can be visualized and manipulated in three dimensions. The three-dimensional rendering of search results allows for very large numbers of search results to be visualized conveniently using a graphical user interface displayed on an electronic display device. Methods and systems provide for three-dimensional manipulation of graph-like renderings of search results, visualization-assisted searching, and a large number of research tools for discovering and storing various types of links, connections, and relationships between electronically stored information entities. | 12-18-2014 |
20150039344 | AUTOMATIC GENERATION OF EVALUATION AND MANAGEMENT MEDICAL CODES - The current document is directed to methods and systems for automated generation of evaluation and management medical codes (“E/M codes”). In one implementation, a series of processes are applied to a medical document in order to generate annotations and concepts, extract metadata, and, using the annotations and concepts, and, in certain cases, the extracted metadata, to generate a set of feature/feature-value pairs that parametrically represent the contents of the medical document. Models for E/M codes and E/M-code components are generated to contain sets of weights, each weight corresponding to a feature for which a feature-value is automatically generated from medical documents. These weights are used as multipliers, in certain implementations, of the feature values generated for a medical document. Multiplication of feature values by corresponding weights produces terms that are used to generate scores for each of various different E/M codes. The generated scores provide a basis for selecting one or more E/M codes for the medical document. | 02-05-2015 |
20150046182 | METHODS AND AUTOMATED SYSTEMS THAT ASSIGN MEDICAL CODES TO ELECTRONIC MEDICAL RECORDS - The current document is directed to methods and automated systems that assign individual medical codes selected from one or more medical codebooks to electronic medical records. In certain implementations, the currently disclosed automated systems generate multiple streams of medical terms or medical terms and phrases from an electronic medical record as well as multiple streams of medical terms or medical terms and phrases from individual medical codes contained within a medical codebook and then use stream-comparison functionality to select those individual medical codes of the medical codebook most likely to be relevant and related to the information encoded within the electronic medical record. In addition, in a disclosed implementation, the automated medical-coding system includes comprehensive training and feedback components that allow the automated medical-coding system to be trained and to continuously improve, over time, the accuracy, precision, and reliability of the assignment of medical codes to electronic medical records. | 02-12-2015 |
20150149979 | DYNAMIC MODEL BASED SOFTWARE APPLICATION DEVELOPMENT - A system and method of dynamically generating software is provided. Applications are created in a set of workflow models which are tested in an interpretive test environment. The models are stored in a versioning repository and code generation templates created for the models. Source code is generated and compiled for the application. Modifications to the models are tested and incorporated into a modified version of the application after subsequent testing of the model and the modified, compiled application. The modified version of the application is returned to the test environment where it becomes the basis for testing future modifications. | 05-28-2015 |
20150178052 | AUTOMATED EXPERIMENTATION PLATFORM - The present document is directed to an automated experimentation platform that provides a visual integrated development environment (“IDE”) that allows a user to construct and execute various types of data-driven workflows. The automated experimentation platform includes back-end components that include API servers, a catalog, a cluster-management component, and execution-cluster nodes. Workflows are visually represents as directed acyclic graphs and texturally encoded. The workflows are transformed into jobs that are distributed for execution to the execution-cluster nodes. | 06-25-2015 |