Patents by Inventor Travis Frosch
Travis Frosch has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 11990231Abstract: Systems, methods, and apparatus to generate and utilize predictive workflow analytics and inferencing are disclosed and described. An example predictive workflow analytics apparatus includes a data store to receive healthcare workflow data including at least one of a schedule or a worklist including a patient and an activity in the at least one of the schedule or the worklist involving the patient. The example apparatus includes a data access layer to combine the healthcare workflow data with non-healthcare data to enrich the healthcare workflow data for analysis with respect to the patient. The example apparatus includes an inferencing engine to generate a prediction including a probability of patient no-show to the activity by processing the combined, enriched healthcare workflow data using a model and triggering a corrective action proportional to the probability of patient no-show.Type: GrantFiled: April 18, 2022Date of Patent: May 21, 2024Assignee: GE Precision Healthcare LLCInventors: Manuel Vegas Santiago, Travis Frosch, Elodie Weber, Eszter Csernai, Erazmus Gerencser, Bence Lantos, Andras Kerekes, Andras Lanczky
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Publication number: 20220238215Abstract: Systems, methods, and apparatus to generate and utilize predictive workflow analytics and inferencing are disclosed and described. An example predictive workflow analytics apparatus includes a data store to receive healthcare workflow data including at least one of a schedule or a worklist including a patient and an activity in the at least one of the schedule or the worklist involving the patient. The example apparatus includes a data access layer to combine the healthcare workflow data with non-healthcare data to enrich the healthcare workflow data for analysis with respect to the patient. The example apparatus includes an inferencing engine to generate a prediction including a probability of patient no-show to the activity by processing the combined, enriched healthcare workflow data using a model and triggering a corrective action proportional to the probability of patient no-show.Type: ApplicationFiled: April 18, 2022Publication date: July 28, 2022Inventors: Manuel Vegas Santiago, Travis Frosch, Elodie Weber, Eszter Csernai, Erazmus Gerencser, Bence Lantos, Andras Kerekes, Andras Lanczky
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Patent number: 11380436Abstract: Systems, methods, and apparatus to generate and utilize predictive workflow analytics and inferencing are disclosed and described. An example apparatus includes processor(s) to at least: generate a prediction including a probability of a patient no-show to a scheduled appointment using an artificial intelligence engine including a patient no-show model to predict the probability of the patient no-show based on a combination of healthcare workflow data and non-healthcare information; synchronize the prediction and a schedule including the scheduled appointment; and generate an interactive dashboard including the synchronized prediction and the schedule and at least one of: a) a first option to adjust the schedule to replace the patient based on the probability of the patient no-show orb) a second option to adjust the schedule to move the patient to a different time based on the probability of the patient no-show.Type: GrantFiled: November 21, 2019Date of Patent: July 5, 2022Assignee: GE Precision Healthcare LLCInventors: Manuel Vegas Santiago, Travis Frosch, Elodie Weber, Eszter Csernai, Erazmus Gerencser, Bence Lantos, Andras Kerekes, Andras Lanczky, Sylvie Jacquot Ingles
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Patent number: 11309076Abstract: Systems, methods, and apparatus to generate and utilize predictive workflow analytics and inferencing are disclosed and described. An example predictive workflow analytics apparatus includes a data store to receive healthcare workflow data including at least one of a schedule or a worklist including a patient and an activity in the at least one of the schedule or the worklist involving the patient. The example apparatus includes a data access layer to combine the healthcare workflow data with non-healthcare data to enrich the healthcare workflow data for analysis with respect to the patient. The example apparatus includes an inferencing engine to generate a prediction including a probability of patient no-show to the activity by processing the combined, enriched healthcare workflow data using a model and triggering a corrective action proportional to the probability of patient no-show.Type: GrantFiled: June 28, 2019Date of Patent: April 19, 2022Assignee: GE Precision Healthcare LLCInventors: Manuel Vegas Santiago, Travis Frosch, Elodie Weber, Eszter Csernai, Erazmus Gerencser, Bence Lantos, Andras Kerekes, Andras Lanczky
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Publication number: 20200160984Abstract: Systems, methods, and apparatus to generate and utilize predictive workflow analytics and inferencing are disclosed and described. An example predictive workflow analytics apparatus includes a data store to receive healthcare workflow data including at least one of a schedule or a worklist including a patient and an activity in the at least one of the schedule or the worklist involving the patient. The example apparatus includes a data access layer to combine the healthcare workflow data with non-healthcare data to enrich the healthcare workflow data for analysis with respect to the patient. The example apparatus includes an inferencing engine to generate a prediction including a probability of patient no-show to the activity by processing the combined, enriched healthcare workflow data using a model and triggering a corrective action proportional to the probability of patient no-show.Type: ApplicationFiled: June 28, 2019Publication date: May 21, 2020Inventors: Manuel Vegas Santiago, Travis Frosch, Elodie Weber, Eszter Csernai, Erazmus Gerencser, Bence Lantos, Andras Kerekes, Andras Lanczky
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Publication number: 20200160986Abstract: Systems, methods, and apparatus to generate and utilize predictive workflow analytics and inferencing are disclosed and described. An example apparatus includes processor(s) to at least: generate a prediction including a probability of a patient no-show to a scheduled appointment using an artificial intelligence engine including a patient no-show model to predict the probability of the patient no-show based on a combination of healthcare workflow data and non-healthcare information; synchronize the prediction and a schedule including the scheduled appointment; and generate an interactive dashboard including the synchronized prediction and the schedule and at least one of: a) a first option to adjust the schedule to replace the patient based on the probability of the patient no-show orb) a second option to adjust the schedule to move the patient to a different time based on the probability of the patient no-show.Type: ApplicationFiled: November 21, 2019Publication date: May 21, 2020Inventors: Manuel Vegas Santiago, Travis Frosch, Elodie Weber, Eszter Csernai, Erazmus Gerencser, Bence Lantos, Andras Kerekes, Andras Lanczky, Sylvie Jacquot Ingles
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Publication number: 20190096017Abstract: Techniques are provided for evaluating and optimizing costs associated with medical procedures. In one embodiment, a system comprises an importer component that extracts historical performance information from one or more healthcare information systems regarding past performance of a medical procedure by clinicians, and an indexing component that indexes the historical performance information as a function of costs associated with the past performance of the medical procedure by respective clinicians of the clinicians.Type: ApplicationFiled: September 25, 2017Publication date: March 28, 2019Inventors: Garry Whitley, Kendra Cameron, Travis Frosch, Corey Coatney
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Publication number: 20180240140Abstract: Certain examples provide systems and methods for analytics and gamification of healthcare workflows. Certain examples provide an apparatus including a game engine to at least: process a healthcare workflow to form a processed workflow organized according to task, each task electronically represented in the processed workflow; apply game rules to the processed workflow to form a gamified workflow, the game rules associating a value with each task in the processed workflow, the value electronically represented with the corresponding task in the gamified workflow; and define a goal and a reward based on the gamified workflow. The example apparatus also includes a process tracker to at least: track progress with respect to the goal during execution of the gamified workflow; generate a score based on the monitored progress of the execution of the gamified workflow; and provide feedback and reward based on a comparison of the score to the goal.Type: ApplicationFiled: May 12, 2017Publication date: August 23, 2018Inventors: Garry Whitley, Travis Frosch, Christopher Holly