Modification to the payment arrangement includes automatically Within a predefined range, and wherein implementing the The computing system of claim 3, wherein the deviation occurs Utilize the updated parameters for subsequent payment of the actualĤ. Implementing the modification to the payment arrangement, to The actual balance of the scheduled healthcare visit and Model configured to generate updated parameters for the payment for Healthcare visit identifying a modification to the paymentĪrrangement, using the machine learning data processing model, the The computing system of claim 2, the data processing operationsįurther comprising: detecting a deviation between the estimatedīalance and the actual balance, after the billing for the scheduled Specify at least one of the parameters of the payment arrangement,ģ. Interface including user input controls to receive patient input to ![]() The computing system of claim 1, the data processing operationsįurther comprising: rendering the user interface, the user Providing information, for the estimated balance and the paymentĪrrangement, for output in a user interface.Ģ. Model outputs parameters of the payment arrangement for the paymentįor the estimated balance of the scheduled healthcare visit and The model trained to evaluate the characteristics of the patientĪnd the payment conditions of the healthcare provider, wherein the ![]() Payment arrangement prior to the billing for the healthcare visit, Scheduled healthcare visit, to be transferred to an actual balanceĪfter billing for the scheduled healthcare visit generating, usingĪ machine learning data processing model, data to establish a Provider to obtain payment for the estimated balance of the Scheduled healthcare visit obtaining, from a provider informationĭata source, provider data indicating payment conditions of the Patient to provide payment for the estimated balance of the Indicating characteristics of the patient or a guarantor of the Obtaining, from a patient information data source, patient data Scheduled to be provided for a patient at a healthcare provider Obtaining, from an estimate data source, estimate data relating toĪn estimated balance of a healthcare visit, the healthcare visit A computing system, comprising: memory circuitry processorĬircuitry and a storage medium including instructions that, whenĮxecuted by the processor circuitry and the memory circuitry of theĬomputer system, implement data processing operations, comprising: Various user interface features and workflows are alsoĭisclosed to enable accompanying data-driven processes and Schedule modification, refund, or rebilling action based onĭetecting a deviation between an estimated balance and an actualīalance. ![]() The healthcare visit, and as applicable, establish a payment Payment arrangement for the estimated balance prior to billing for Processing model or other algorithm may be used to establish a (e.g., before any services have been provided) A trained data In an example, healthcare information system data, estimate data,Īnd patient information data may be obtained and processed orĪccessed for use in a front-end workflow for identifying estimatedīalance and payment conditions of a scheduled healthcare visit In connection with healthcare service transactions are disclosed. Systems and methods of data processing to establish and manageĪspects of data transactions for payments, financing, and estimates Ivanoff, Vincent Martino.įRONT END USER INTERFACE PROCESSING FOR DYNAMICALLY ORIGINATING AND The applicant listed for this patent is iVinci Partners, LLC. patent application number 16/808601 was filed with the patent office on for front end user interface processing for dynamically originating and adjusting healthcare data.
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