Patents by Inventor Darren Matthew Schulte
Darren Matthew Schulte 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: 11971911Abstract: Systems and methods for generating customized annotations of a medical record are provided. The system receives a medical record and processes it using a predictive model to identify evidence of a finding. The system then determines whether to have a recall enhancement or validation of a specific finding. Recall enhancement is used to tune or develop the predictive model, while validation is used to rapidly validate the evidence. The source document is provided to the user and feedback is requested. When asking for validation, the system also highlights the evidence already identified and requests the user to indicate if the evidence is valid for a particular finding. If recall enhancement is utilized, the source document is provided and the user is asked to find evidence in the document for a particular finding. The user may then highlight the evidence that supports the finding. The user may also annotate the evidence using free form text.Type: GrantFiled: August 2, 2022Date of Patent: April 30, 2024Assignee: Apixio, LLCInventors: Darren Matthew Schulte, John O. Schneider, Robert Derward Rogers, Vishnuvyas Sethumadhavan
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Patent number: 11955238Abstract: Systems and methods for personalizing medicine utilizing the true state of the patient are provided. A number of medical records for a patient are subjected to predictive modeling for various conditions (known as patient ‘true state’). The patient personal information, previous care, and true state may be provided into a state machine in order to determine the resources needed for the patient. The medical resources may be any of laboratory services, diagnostics, therapies and medications. Using the true state information, and number of activities may be performed for the patient based upon the patient's needs. These activities include scheduling lab or diagnostic procedures in advance of an appointment, filling in documentation gaps, identifying items that require additional documentation using the true state, and tracking follow-up. It may also be beneficial to validate the true state.Type: GrantFiled: October 17, 2022Date of Patent: April 9, 2024Assignee: Apixio, LLCInventors: Darren Matthew Schulte, John O. Schneider, Robert Derward Rogers, Vishnuvyas Sethumadhavan
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Publication number: 20230170080Abstract: Systems and methods for managing audit risks utilizing the true state of the patient are provided. A number of medical records for a patient are subjected to predictive modeling for various conditions (known as patient ‘true state’). The true state is then cross referenced by the eligible Medicare documentation, and any findings that are being submitted to MediCare for reimbursement. The result of this cross referencing is the ability to classify each finding and/or true state into a “green, “yellow”, or “red zone”. The green zone is where the finding, documentation and true state are in good alignment. A red zone is where the finding and the true state are entirely at odds. The yellow zone is where the findings and the true state are in agreement, but where there is still audit risk that may be resolved through one or more “opportunities”.Type: ApplicationFiled: October 11, 2022Publication date: June 1, 2023Inventors: John O. Schneider, Vishnuvyas Sethumadhavan, Darren Matthew Schulte, Robert Derward Rogers
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Publication number: 20230113089Abstract: 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.Type: ApplicationFiled: December 9, 2022Publication date: April 13, 2023Inventors: Vishnuvyas Sethumadhavan, John O. Schneider, Darren Matthew Schulte, Roger Derward Rogers
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Publication number: 20230056529Abstract: Systems and methods for personalizing medicine utilizing the true state of the patient are provided. A number of medical records for a patient are subjected to predictive modeling for various conditions (known as patient ‘true state’). The patient personal information, previous care, and true state may be provided into a state machine in order to determine the resources needed for the patient. The medical resources may be any of laboratory services, diagnostics, therapies and medications. Using the true state information, and number of activities may be performed for the patient based upon the patient's needs. These activities include scheduling lab or diagnostic procedures in advance of an appointment, filling in documentation gaps, identifying items that require additional documentation using the true state, and tracking follow-up. It may also be beneficial to validate the true state.Type: ApplicationFiled: October 17, 2022Publication date: February 23, 2023Inventors: Darren Matthew Schulte, John O. Schneider, Robert Derward Rogers, Vishnuvyas Sethumadhavan
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Patent number: 11538561Abstract: 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.Type: GrantFiled: November 11, 2014Date of Patent: December 27, 2022Assignee: Apixio, Inc.Inventors: Vishnuvyas Sethumadhavan, John O. Schneider, Darren Matthew Schulte, Robert Derward Rogers
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Publication number: 20220398270Abstract: Systems and methods for generating customized annotations of a medical record are provided. The system receives a medical record and processes it using a predictive model to identify evidence of a finding. The system then determines whether to have a recall enhancement or validation of a specific finding. Recall enhancement is used to tune or develop the predictive model, while validation is used to rapidly validate the evidence. The source document is provided to the user and feedback is requested. When asking for validation, the system also highlights the evidence already identified and requests the user to indicate if the evidence is valid for a particular finding. If recall enhancement is utilized, the source document is provided and the user is asked to find evidence in the document for a particular finding. The user may then highlight the evidence that supports the finding. The user may also annotate the evidence using free form text.Type: ApplicationFiled: August 2, 2022Publication date: December 15, 2022Inventors: Darren Matthew Schulte, John O. Schneider, Robert Derward Rogers, Vishnuvyas Sethumadhavan
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Patent number: 11475996Abstract: Systems and methods for personalizing medicine utilizing the true state of the patient are provided. A number of medical records for a patient are subjected to predictive modeling for various conditions (known as patient ‘true state’). The patient personal information, previous care, and true state may be provided into a state machine in order to determine the resources needed for the patient. The medical resources may be any of laboratory services, diagnostics, therapies and medications. Using the true state information, and number of activities may be performed for the patient based upon the patient's needs. These activities include scheduling lab or diagnostic procedures in advance of an appointment, filling in documentation gaps, identifying items that require additional documentation using the true state, and tracking follow-up. It may also be beneficial to validate the true state.Type: GrantFiled: February 7, 2020Date of Patent: October 18, 2022Assignee: Apixio, Inc.Inventors: Darren Matthew Schulte, John O. Schneider, Robert Derward Rogers, Vishnuvyas Sethumadhavan
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Patent number: 11468981Abstract: Systems and methods for managing audit risks utilizing the true state of the patient are provided. A number of medical records for a patient are subjected to predictive modeling for various conditions (known as patient ‘true state’). The true state is then cross referenced by the eligible Medicare documentation, and any findings that are being submitted to MediCare for reimbursement. The result of this cross referencing is the ability to classify each finding and/or true state into a “green, “yellow”, or “red zone”. The green zone is where the finding, documentation and true state are in good alignment. A red zone is where the finding and the true state are entirely at odds. The yellow zone is where the findings and the true state are in agreement, but where there is still audit risk that may be resolved through one or more “opportunities”.Type: GrantFiled: February 7, 2020Date of Patent: October 11, 2022Assignee: APIXIO, INC.Inventors: John O. Schneider, Vishnuvyas Sethumadhavan, Darren Matthew Schulte, Robert Derward Rogers
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Patent number: 11403330Abstract: Systems and methods for generating customized annotations of a medical record are provided. The system receives a medical record and processes it using a predictive model to identify evidence of a finding. The system then determines whether to have a recall enhancement or validation of a specific finding. Recall enhancement is used to tune or develop the predictive model, while validation is used to rapidly validate the evidence. The source document is provided to the user and feedback is requested. When asking for validation, the system also highlights the evidence already identified and requests the user to indicate if the evidence is valid for a particular finding. If recall enhancement is utilized, the source document is provided and the user is asked to find evidence in the document for a particular finding. The user may then highlight the evidence that supports the finding. The user may also annotate the evidence using free form text.Type: GrantFiled: February 6, 2020Date of Patent: August 2, 2022Assignee: APIXIO, INC.Inventors: Darren Matthew Schulte, John O. Schneider, Robert Derward Rogers, Vishnuvyas Sethumadhavan
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Publication number: 20200258604Abstract: Systems and methods for generating customized annotations of a medical record are provided. The system receives a medical record and processes it using a predictive model to identify evidence of a finding. The system then determines whether to have a recall enhancement or validation of a specific finding. Recall enhancement is used to tune or develop the predictive model, while validation is used to rapidly validate the evidence. The source document is provided to the user and feedback is requested. When asking for validation, the system also highlights the evidence already identified and requests the user to indicate if the evidence is valid for a particular finding. If recall enhancement is utilized, the source document is provided and the user is asked to find evidence in the document for a particular finding. The user may then highlight the evidence that supports the finding. The user may also annotate the evidence using free form text.Type: ApplicationFiled: February 6, 2020Publication date: August 13, 2020Inventors: Darren Matthew Schulte, John O. Schneider, Robert Derward Rogers, Vishnuvyas Sethumadhavan
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Publication number: 20200251207Abstract: Systems and methods for managing audit risks utilizing the true state of the patient are provided. A number of medical records for a patient are subjected to predictive modeling for various conditions (known as patient ‘true state’). The true state is then cross referenced by the eligible Medicare documentation, and any findings that are being submitted to MediCare for reimbursement. The result of this cross referencing is the ability to classify each finding and/or true state into a “green, “yellow”, or “red zone”. The green zone is where the finding, documentation and true state are in good alignment. A red zone is where the finding and the true state are entirely at odds. The yellow zone is where the findings and the true state are in agreement, but where there is still audit risk that may be resolved through one or more “opportunities”.Type: ApplicationFiled: February 7, 2020Publication date: August 6, 2020Inventors: John O. Schneider, Vishnuvyas Sethumadhavan, Darren Matthew Schulte, Robert Derward Rogers
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Publication number: 20200251216Abstract: Systems and methods for personalizing medicine utilizing the true state of the patient are provided. A number of medical records for a patient are subjected to predictive modeling for various conditions (known as patient ‘true state’). The patient personal information, previous care, and true state may be provided into a state machine in order to determine the resources needed for the patient. The medical resources may be any of laboratory services, diagnostics, therapies and medications. Using the true state information, and number of activities may be performed for the patient based upon the patient's needs. These activities include scheduling lab or diagnostic procedures in advance of an appointment, filling in documentation gaps, identifying items that require additional documentation using the true state, and tracking follow-up. It may also be beneficial to validate the true state.Type: ApplicationFiled: February 7, 2020Publication date: August 6, 2020Inventors: Darren Matthew Schulte, John O. Schneider, Robert Derward Rogers, Vishnuvyas Sethumadhavan
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Patent number: 10629303Abstract: Systems and methods for personalizing medicine utilizing the true state of the patient are provided. A number of medical records for a patient are subjected to predictive modeling for various conditions (known as patient ‘true state’). The patient personal information, previous care, and true state may be provided into a state machine in order to determine the resources needed for the patient. The medical resources may be any of laboratory services, diagnostics, therapies and medications. Using the true state information, and number of activities may be performed for the patient based upon the patient's needs. These activities include scheduling lab or diagnostic procedures in advance of an appointment, filling in documentation gaps, identifying items that require additional documentation using the true state, and tracking follow-up. It may also be beneficial to validate the true state.Type: GrantFiled: March 29, 2015Date of Patent: April 21, 2020Assignee: APIXIO, INC.Inventors: Darren Matthew Schulte, John O. Schneider, Vishnuvyas Sethumadhavan, Robert Derward Rogers
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Patent number: 10614915Abstract: Systems and methods for managing audit risks utilizing the true state of the patient are provided. A number of medical records for a patient are subjected to predictive modeling for various conditions (known as patient ‘true state’). The true state is then cross referenced by the eligible Medicare documentation, and any findings that are being submitted to MediCare for reimbursement. The result of this cross referencing is the ability to classify each finding and/or true state into a “green, “yellow”, or “red zone”. The green zone is where the finding, documentation and true state are in good alignment. A red zone is where the finding and the true state are entirely at odds. The yellow zone is where the findings and the true state are in agreement, but where there is still audit risk that may be resolved through one or more “opportunities”.Type: GrantFiled: March 29, 2015Date of Patent: April 7, 2020Assignee: APIXIO, INC.Inventors: John O. Schneider, Vishnuvyas Sethumadhavan, Darren Matthew Schulte, Robert Derward Rogers
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Patent number: 10580520Abstract: Systems and methods for generating customized annotations of a medical record are provided. The system receives a medical record and processes it using a predictive model to identify evidence of a finding. The system then determines whether to have a recall enhancement or validation of a specific finding. Recall enhancement is used to tune or develop the predictive model, while validation is used to rapidly validate the evidence. The source document is provided to the user and feedback is requested. When asking for validation, the system also highlights the evidence already identified and requests the user to indicate if the evidence is valid for a particular finding. If recall enhancement is utilized, the source document is provided and the user is asked to find evidence in the document for a particular finding. The user may then highlight the evidence that supports the finding. The user may also annotate the evidence using free form text.Type: GrantFiled: November 11, 2014Date of Patent: March 3, 2020Assignee: APIXIO, INC.Inventors: Darren Matthew Schulte, John O. Schneider, Robert Derward Rogers, Vishnuvyas Sethumadhavan
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Publication number: 20190362821Abstract: A medical information navigation engine (MINE) for transacting medical information by receiving medical information from a medical sources, identifying, mapping, and consolidating the received medical information by a back-end medical processor, presenting access to specific relevant data, based on a user's security privileges, within the identified, mapped, and consolidated medical information, based on user-specific functions or roles by a front-end medical processor, and generating user-customized processed medical information to a plurality of users, with at least a portion of the user-customize processed medical information being provided to each of the plurality of users based on its relevancy to each user's specific function or role and each user's associated security privileges.Type: ApplicationFiled: June 10, 2019Publication date: November 28, 2019Inventors: Robert Derward Rogers, Shahram Shawn Dastmalchi, Darren Matthew Schulte, Imran N. Chaudhri, Mary Ellen Campana, Vishnuvyas Sethumadhavan
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Patent number: 10319467Abstract: A medical information navigation engine (MINE) for transacting medical information by receiving medical information from a medical sources, identifying, mapping, and consolidating the received medical information by a back-end medical processor, presenting access to specific relevant data, based on a user's security privileges, within the identified, mapped, and consolidated medical information, based on user-specific functions or roles by a front-end medical processor, and generating user-customized processed medical information to a plurality of users, with at least a portion of the user-customize processed medical information being provided to each of the plurality of users based on its relevancy to each user's specific function or role and each user's associated security privileges.Type: GrantFiled: August 9, 2013Date of Patent: June 11, 2019Assignee: APIXIO, INC.Inventors: Robert Derward Rogers, Shahram Shawn Dastmalchi, Darren Matthew Schulte, Imran N. Chaudhri, Mary Ellen Campana, Vishnuvyas Sethumadhavan
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Patent number: 10061894Abstract: A health information management system is provided which includes the ability to identify explicit referral activity reported into a referral workflow system, infer referral activity not reported into the referral workflow system utilizing intent-based clustering of medical information, and generate reporting metrics from the inferred and explicit referral activity. Additionally, a referral suggestion may be generated for an identified condition. Physicians are selected within a geographic area who are properly specialized for the condition. This group is then filtered based upon patient preferences and default preferences in order to generate physician referrals.Type: GrantFiled: April 4, 2014Date of Patent: August 28, 2018Assignee: APIXIO, INC.Inventors: Vishnuvyas Sethumadhavan, Shahram Shawn Dastmalchi, Darren Matthew Schulte, Robert Derward Rogers, John O. Schneider, Imran N. Chaudhri
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Publication number: 20150269337Abstract: Systems and methods for personalizing medicine utilizing the true state of the patient are provided. A number of medical records for a patient are subjected to predictive modeling for various conditions (known as patient ‘true state’). The patient personal information, previous care, and true state may be provided into a state machine in order to determine the resources needed for the patient. The medical resources may be any of laboratory services, diagnostics, therapies and medications. Using the true state information, and number of activities may be performed for the patient based upon the patient's needs. These activities include scheduling lab or diagnostic procedures in advance of an appointment, filling in documentation gaps, identifying items that require additional documentation using the true state, and tracking follow-up. It may also be beneficial to validate the true state.Type: ApplicationFiled: March 29, 2015Publication date: September 24, 2015Inventors: Darren Matthew Schulte, John O. Schneider, Vishnuvyas Sethumadhavan, Robert Derward Rogers