Abstract: Various methods and systems are provided for generating and displaying summaries of patient information extracted from one or more medical reports stored in an electronic medical record (EMR) of a patient. In one embodiment, a method for summarizing medical reports includes, receiving a medical report for a patient, classifying the medical report into a category of a plurality of pre-determined categories, matching the medical report with an entity recognition model from a library of entity recognition models based on the category, identifying a plurality of named entities in the medical report using the entity recognition model, refining the plurality of named entities to produce a summary of the medical report, and displaying the summary of the medical report via a display device.

Abstract: Various methods and systems are provided for generating and displaying summaries of patient information extracted from one or more medical reports stored in an electronic medical record (EMR) of a patient. In one example, a method includes receiving text data of a patient; entering the text data as input into a plurality of entity recognition models, each entity recognition model of the plurality of entity recognition models trained to label instances of a respective entity in the text data; aggregating the labeled text data outputted by each entity recognition model; generating a summary of the text data based on the aggregated labeled text data; and displaying and/or saving the summary and/or the aggregated labeled text data.

Abstract: Various methods and systems are provided for display of recommended treatment based on a patient's medical history and standardized guidelines. In one example, a computing system includes a display screen configured to display a patient medical path listing one or more of treatment guidelines and patient medical history, and to display abbreviated representations of at least one of the treatment guidelines and the patient medical history that can be reached directly from the displayed patient medical path. The abbreviated representations each display a limited list of data that is selectable to launch the treatment guidelines and/or the patient medical history and enable the selected data to be seen.

Abstract: Various methods and systems are provided for longitudinal presentation of patient information. In one example, a computing device comprises a display screen, the computing device being configured to display on the screen a timeline of patient medical information including a plurality of symbols representing the patient medical information, wherein a symbol of the plurality of symbols is selectable to launch a details panel and enable a report that references the displayed patient medical information to be seen within the timeline, and wherein the symbol is displayed while the details panel is in an un-launched state.

Abstract: Methods and apparatus to automatically generate subscriptions for healthcare event tracking and alerting systems are disclosed herein. An example method of generating a subscription for a healthcare event tracking and alerting system includes automatically analyzing healthcare information of a medical data sharing system to determine an interest of a physician in a patient; obtaining a patient identifier corresponding to the patient from the healthcare information; obtaining a physician identifier corresponding to the physician; and associating the patient identifier with the physician identifier to generate a subscription to the healthcare event tracking and alerting system, wherein the subscription enables the physician to automatically receive notifications of data related to the patient.