Patents Assigned to Iodine Software, LLC
  • Patent number: 11030872
    Abstract: A real time medical communication system for sending Notifications of medical Alerts includes a data translation layer for receiving real time medical data from one or more sources via a network and an Alerts engine. The Alerts engine may include a message processing module including an entity extraction module configured to extract entities from the real time medical data; and a fragment generation module configured to define fragments comprising events of interest for defining one or more medical Alerts. The Alerts engine may further include an Alert generation module that may include fragment query and evaluation modules for analyzing received real time medical data for defined fragments and generating one or more medical Alerts therefrom. A Notification module may also be provided for sending Notifications of Alerts to users.
    Type: Grant
    Filed: April 21, 2020
    Date of Patent: June 8, 2021
    Assignee: Iodine Software, LLC
    Inventors: William Chan, Michael Kadyan, Joshua Toub, W. Lance Eason
  • Patent number: 10886013
    Abstract: In clinical documentation, mere documentation of a condition in a patient's records may not be enough. To be considered sufficiently documented, the patient's record needs to show that no documentation drop-offs (DDOs) have occurred over the course of the patient's stay. However, DDOs can be extremely difficult to detect. To solve this problem, the invention trains time-sensitive deep learning (DL) models on a per condition basis using actual and/or synthetic patient data. Utilizing an ontology, grouped concepts can be generated on the fly from real-time hospital data and used to generate time-series data that can then be analyzed by trained time-sensitive DL models to determine whether a DDO for a condition has occurred during the stay. Non-time-sensitive models can be used to detect all the conditions documented during the stay. Outcomes from the models can be compared to determine whether to notify a user that a DDO has occurred.
    Type: Grant
    Filed: November 9, 2018
    Date of Patent: January 5, 2021
    Assignee: IODINE SOFTWARE, LLC
    Inventors: Jonathan Matthews, W. Lance Eason, William Chan, Michael Kadyan, Frances Elizabeth Jurcak, Timothy Paul Harper
  • Publication number: 20200251212
    Abstract: A real time medical communication system for sending Notifications of medical Alerts includes a data translation layer for receiving real time medical data from one or more sources via a network and an Alerts engine. The Alerts engine may include a message processing module including an entity extraction module configured to extract entities from the real time medical data; and a fragment generation module configured to define fragments comprising events of interest for defining one or more medical Alerts. The Alerts engine may further include an Alert generation module that may include fragment query and evaluation modules for analyzing received real time medical data for defined fragments and generating one or more medical Alerts therefrom. A Notification module may also be provided for sending Notifications of Alerts to users.
    Type: Application
    Filed: April 21, 2020
    Publication date: August 6, 2020
    Applicant: Iodine Software, LLC
    Inventors: William Chan, Michael Kadyan, Joshua Toub, W. Lance Easton
  • Patent number: 10733566
    Abstract: A clinical documentation improvement (CDI) smart scoring method may include predicting, via per-condition diagnosis machine learning (ML) models and based on clinical evidence received by a system, a probability that a medical condition is under-documented and, via per-condition documentation ML models and based on documentation received by the system, a probability that a medical condition is over-documented. The under- and over-documentation scores are combined in view of special indicators and queryability factors, which can also be evaluated using ML query prediction models, to generate an initial CDI score. This CDI score can be further adjusted, if necessary or desired, to account for factors such as length of stay, payer, patient location, CDI review timing, etc. The final CDI score can be used to prioritize patient cases for review by CDI specialists to quickly and efficiently identify meaningful CDI opportunities.
    Type: Grant
    Filed: November 11, 2016
    Date of Patent: August 4, 2020
    Assignee: Iodine Software, LLC
    Inventors: William Chan, W. Lance Eason, Timothy Harper, Bryan Horne, Michael Kadyan, Jonathan Matthews, Joshua Toub
  • Patent number: 10657222
    Abstract: A real time medical communication system for sending Notifications of medical Alerts includes a data translation layer for receiving real time medical data from one or more sources via a network and an Alerts engine. The Alerts engine may include a message processing module including an entity extraction module configured to extract entities from the real time medical data; and a fragment generation module configured to define fragments comprising events of interest for defining one or more medical Alerts. The Alerts engine may further include an Alert generation module that may include fragment query and evaluation modules for analyzing received real time medical data for defined fragments and generating one or more medical Alerts therefrom. A Notification module may also be provided for sending Notifications of Alerts to users.
    Type: Grant
    Filed: July 30, 2019
    Date of Patent: May 19, 2020
    Assignee: Iodine Software, LLC
    Inventors: William Chan, Michael Kadyan, Joshua Toub, W. Lance Eason
  • Patent number: 10409957
    Abstract: A real time medical communication system for sending Notifications of medical Alerts includes a data translation layer for receiving real time medical data from one or more sources via a network and an Alerts engine. The Alerts engine may include a message processing module including an entity extraction module configured to extract entities from the real time medical data; and a fragment generation module configured to define fragments comprising events of interest for defining one or more medical Alerts. The Alerts engine may further include an Alert generation module that may include fragment query and evaluation modules for analyzing received real time medical data for defined fragments and generating one or more medical Alerts therefrom. A Notification module may also be provided for sending Notifications of Alerts to users.
    Type: Grant
    Filed: March 1, 2017
    Date of Patent: September 10, 2019
    Assignee: Iodine Software, LLC
    Inventors: William Chan, Michael Kadyan, Joshua Toub, W. Lance Eason
  • Patent number: 9613520
    Abstract: A real time medical communication system for sending Notifications of medical Alerts includes a data translation layer for receiving real time medical data from one or more sources via a network and an Alerts engine. The Alerts engine may include a message processing module including an entity extraction module configured to extract entities from the real time medical data; and a fragment generation module configured to define fragments comprising events of interest for defining one or more medical Alerts. The Alerts engine may further include an Alert generation module that may include fragment query and evaluation modules for analyzing received real time medical data for defined fragments and generating one or more medical Alerts therefrom. A Notification module may also be provided for sending Notifications of Alerts to users.
    Type: Grant
    Filed: June 22, 2015
    Date of Patent: April 4, 2017
    Assignee: Iodine Software, LLC
    Inventors: William Chan, Michael Kadyan, Joshua Toub, W. Lance Eason
  • Patent number: 9092964
    Abstract: A real time medical communication system for sending Notifications of medical Alerts includes a data translation layer for receiving real time medical data from one or more sources via a network and an Alerts engine. The Alerts engine may include a message processing module including an entity extraction module configured to extract entities from the real time medical data; and a fragment generation module configured to define fragments comprising events of interest for defining one or more medical Alerts. The Alerts engine may further include an Alert generation module that may include fragment query and evaluation modules for analyzing received real time medical data for defined fragments and generating one or more medical Alerts therefrom. A Notification module may also be provided for sending Notifications of Alerts to users.
    Type: Grant
    Filed: June 19, 2013
    Date of Patent: July 28, 2015
    Assignee: Iodine Software, LLC
    Inventors: William Chan, Michael Kadyan, Joshua Toub, W. Lance Eason