Abstract: A microphone module system comprising a microphone module with memory. The microphone module is connected to an original factory installed microphone of a vehicle and connected to an aftermarket radio to allow the original factory installed microphone to be compatible with an aftermarket radio. The microphone module includes a computer program that calibrates the factory installed microphone with the aftermarket radio that is originally embedded in the module memory. A method to remotely flash the module comprises steps of transferring a computer program to the microphone module, installing the microphone module in the vehicle, and calibrating the microphone module with the original factory microphone. The computer program may be specific to a make/model of a vehicle or universally applicable to all vehicles.

Abstract: The present disclosure is directed to systems and methods for identifying demographic information in a data file. The method may include: receiving the data file containing a plurality of fields of demographic information from a third-party, the data file having inconsistent or mislabeled nomenclatures for one or more fields of the plurality of fields or spurious demographic information; analyzing the data file using a machine learning model trained according to other data files to distinguish between each of the plurality of fields of demographic information, the machine learning model being based on a plurality of machine learning algorithms to identify different types demographic information; generating a score indicating a probability that each of the plurality of fields of demographic information was identified correctly; and generating a revised data file labeling each of the plurality of fields of demographic information based on the identified type.

Abstract: The present disclosure is directed to systems and methods for extracting unstructured data from a data source in a structure manner. Embodiments provide ways to retrieve unstructured data along from data sources not optimized for automated retrieval. For example, embodiments may generate a branched tree for each data source that maps out paths to individual sites of, for example, a healthcare provider listing the unstructured data. Using this branched tree, tasks can be generated to navigate along a path with the data source to each site and extract the unstructured data from the data source. In this way, embodiments provide the ability to navigate through a site from a base site to a site that has the relevant data.

Abstract: A microphone module system comprising a microphone module with memory. The microphone module is connected to an original factory installed microphone of a vehicle and connected to an aftermarket radio to allow the original factory installed microphone to be compatible with an aftermarket radio. The microphone module includes a computer program that calibrates the factory installed microphone with the aftermarket radio that is originally embedded in the module memory. A method to remotely flash the module comprises steps of transferring a computer program to the microphone module, installing the microphone module in the vehicle, and calibrating the microphone module with the original factory microphone. The computer program may be specific to a make/model of a vehicle or universally applicable to all vehicles.

Abstract: The present disclosure is directed to methods and non-transitory program storage devices for identifying demographic information in an input data file even in the face of known errors that would otherwise prevent the method from operating. When a fault condition is detected, a fault handler may attempt to fix the faulty data, remove the faulty data from the input data file being processed, or provide the faulty data at a user interface so a human user can intervene. The method and storage devices may continue processing the data regardless of whether human input has been received because the system can bypass or remove the data, thereby keeping the method fault tolerant.

Abstract: Disclosed herein are system, method, and computer program product embodiments for linking data records in memory. The system, method, and computer program product includes accessing a first record stored in memory, the first record holding information describing a first person and accessing at least one additional record stored in memory, the additional records holding information describing additional persons. The method continues by parsing the information of the first record and additional record and assigning the parsed information to predefined categories within the respective records. After assigning the information into categories, a similarity score between categorical information in the first record and categorical information of additional records is determined. A category of an additional record is then modified based on the similarity score, so the additional record is associated with the first person.

Abstract: The present disclosure is directed to methods and non-transitory program storage devices for identifying demographic information in an input data file even in the face of known errors that would otherwise prevent the method from operating. When a fault condition is detected, a fault handler may attempt to fix the faulty data, remove the faulty data from the input data file being processed, or provide the faulty data at a user interface so a human user can intervene. The method and storage devices may continue processing the data regardless of whether human input has been received because the system can bypass or remove the data, thereby keeping the method fault tolerant.

Abstract: A computer-implemented method for selectively providing access to medical record information is disclosed. The method includes receiving, at a computer system, one or more digital images of a healthcare patient from a computing device that corresponds to a user account that is authorized to obtain information about patients in a healthcare system; using computerized facial recognition to identify the person as being one or more registered members of the healthcare system and to obtain a member identifier; using the member identifier to obtain electronic medical record information about the person; and providing some or all of the obtained electronic medical record information to the computing device.

Abstract: A content management system and method work as a companion to other applications that control the system. The system and method draw information from the operations or structure of the controlling application to display and manage the content objects relevant to a record displayed by a user of the controlling application and stored in the content management system. The system and method operate in conjunction with the controlling application so that this management and display of content objects is dynamic, real-time, and context-sensitive for the user.

Abstract: To train models, training data is needed. As personal data changes over time, the training data can get stale, obviating its usefulness in training the model. Embodiments deal with this by developing a database with a running log specifying how each person's data changes at the time. When data is ingested, it may not be normalized. To deal with this, embodiments clean the data to ensure the ingested data fields are normalized. Finally, the various tasks needed to train the model and solve for accuracy of personal data can quickly become cumbersome to a computing device. They can conflict with one another and compete inefficiently for computing resources, such as processor power and memory capacity. To deal with these issues, a scheduler is employed to queue the various tasks involved.

Abstract: A content management system and method work as a companion to other applications that control the system. The system and method draw information from the operations or structure of the controlling application to display and manage the content objects relevant to a record displayed by a user of the controlling application and stored in the content management system. The system and method operate in conjunction with the controlling application so that this management and display of content objects is dynamic, real-time, and context-sensitive for the user.

Abstract: A system to remotely flash an external module, the system comprising an external module installable in a secured location having at least one securing device with a transponder, at least one server, wherein the at least one server and a communication hub that communicates said at least one server, said communication hub further comprising a communication device that extracts key data from the securing device's transponder. Additional embodiments of the system include an external module and a learning module that extract partial key data. A method to flash the external module by extracting at least one set of partial key data from the securing device's transponder and/or securing device using an external module, communication device, and/or learning module, wherein the server analyzes and processes the set(s) of partial key data to generate a securing device bypass for the external module that installed to the secured location.

Abstract: A biological detection device includes a signal acquirer that acquires a signal including a heartbeat, an analyzer that performs a frequency analysis of the signal to generate a spectrogram, an integrated value calculator that integrates energy of a heartbeat frequency component, which is a frequency component corresponding to the heartbeat, among frequency components of the signal shown by the spectrogram and calculates an integrated value, a peak specifier that specifies peaks, which are maximum values, in the integrated value, a peak set generator that combines, among the peaks, a first peak and a second peak, which occurs in a later time than the first peak, and generates a peak set, and a selector that selects, from the peak set, a sequence having highest likelihood in a maximum likelihood estimation method.

Abstract: A biological detection device includes a signal acquirer that acquires a signal including a respiration component, a filter that attenuates a frequency component other than the respiration component included in the signal and generates a post-processing signal, an analyzer that analyzes the post-processing signal to generate a spectrogram, a variation calculator that calculates variation of energy in a predetermined frequency band in energy of the frequency component indicated by the spectrogram, a first determiner that determines whether the variation is larger than a threshold, a second determiner that, if it is determined by the first determiner that the variation is not larger than the threshold, determines whether a higher harmonic wave with respect to a second peak having energy equal to or more than a predetermined ratio to a first peak where the energy is maximum is present in the predetermined frequency band, and an output unit that outputs a respiration rate based on a frequency of the first peak if

Abstract: The present disclosure is directed to methods and non-transitory program storage devices for identifying demographic information in an input data file and converting that data into autonomous data of an export entity file. In an embodiment, the received tabular data is sorted based on a lowest number of unique entities of a certain type in the revised data file, common data describing the lowest number of unique entities is extracted, labeled, and stored as an autonomous export entity file. In an embodiment a plurality of autonomous export entities are linked to create a master export entity comprising the plurality of autonomous export entities.

Abstract: The present disclosure is directed to methods and non-transitory program storage devices for identifying demographic information in an input data file even in the face of known errors that would otherwise prevent the method from operating. When a fault condition is detected, a fault handler may attempt to fix the faulty data, remove the faulty data from the input data file being processed, or provide the faulty data at a user interface so a human user can intervene. The method and storage devices may continue processing the data regardless of whether human input has been received because the system can bypass or remove the data, thereby keeping the method fault tolerant.

Abstract: The present disclosure is directed to systems and methods for identifying demographic information in a data file. The method uses evidence for a label within the column itself. In addition, the method uses likelihoods that a first label may exist at a particular location in a data file with respect to a second label. Finally, the method uses likelihoods that a first label exists in the data file at a first frequency given that a second label exists in a data file in a second frequency. All based on these likelihoods, an overall likelihood of that the label configuration is correct is determined. Using that likelihood score, a nonlinear optimization algorithm is applied to identify a best fit between a group of labels and a group of columns in a data file.

Abstract: A remote vehicle starter system having an antenna that can be flashed to operate in a one-way mode or a two-way mode, such that a user will be permitted a trial period to test the remote starter system in both modes and then the user can select the desired mode by flashing the antenna via link up to a website. The user is charged a price for the remote starter system based on the mode selected by flashing.

Abstract: A signal representing heartbeat behavior is accurately restored. The present signal restoration system includes: a signal acquirer configured to acquire a first heartbeat signal representing heartbeat behavior; a first band-pass filter configured to generate a first signal by performing first band-pass filter processing on the first heartbeat signal; an integral calculator configured to calculate an integral value by integrating frequency intensity of the heartbeat represented by the first signal; a second band-pass filter configured to generate a third signal by performing second band-pass filter processing on a second signal representing the integral value with respect to time; and a restored signal generator configured to generate a restored signal representing heartbeat behavior based on first data generated by dividing the third signal at intervals of a predetermined time.

Abstract: A content management system and method work as a companion to other applications that control the system. The system and method draw information from the operations or structure of the controlling application to display and manage the content objects relevant to a record displayed by a user of the controlling application and stored in the content management system. The system and method operate in conjunction with the controlling application so that this management and display of content objects is dynamic, real-time, and context-sensitive for the user.