Abstract: Altitude and/or motion data is collected from one or more devices associated with multiple application users, and the altitude and/or motion data is utilized to generate machine learning-based predictive model training data. One or more machine learning-based predictive models are trained using the machine learning-based predictive model training data. Current altitude and/or motion data is collected from one or more devices associated with a current user of an application and is provided to the one or more trained machine learning-based predictive models. Predictions regarding the physical and/or psychological state of the user are received from the one or more trained machine learning-based predictive models and analyzed to identify changes or anomalies in the user's physical and/or psychological state. Upon identification of changes or anomalies in the user's physical and/or psychological state, one or more actions are taken to assist the user.

Abstract: A database query processing system for blood donation tracking includes a database, a network interface circuit and a processing circuit. The database stores records for a plurality of blood donors, each record comprising an amount of a blood component the blood donor has donated. The processing circuit determines an amount of a blood component a first donor may donate based on records for a plurality of donations made by the first blood donor and based on a limit of an amount of blood component the donor may donate in a predetermined period of time. The processing circuit further receives a request for the amount of the blood component the first donor may donate and transmits the amount of the blood component the first donor may donate to the remote computing device.

Abstract: Systems and methods for providing a universal platform for at-home health testing and diagnostics are provided herein. In particular, a health testing and diagnostic platform is provided to connect medical providers with patients and to generate a unique, private testing environment. In some embodiments, the testing environment may facilitate administration of a medical test to a patient with the guidance of a proctor. In some embodiments, the patient may be provided with step-by-step instructions for test administration by the proctor within a testing environment. The platform may display unique, dynamic testing interfaces to the patient and proctor to ensure proper testing protocols and accurate test result verification.

Abstract: A system for perihematomal edema (PHE) analysis. The system includes a computing device receiving computerized tomography (CT) images from CT imaging devices. The CT images are associated with patients exhibiting perihematomal edema surrounding cerebral hematomas. CT images may be converted into feature vectors and passed as input to a convolution neural network model for identification and diagnosis of perihematomal edema volume changes. Detected changes may be thresholded to determine if the change represents an increase or shrinkage in the volumetry of the perihematomal edema.

Abstract: Contemplated systems and methods use identification and classification of somatic single nucleotide variants found in a primary tumor and metastases to determine phylogeny of the metastases.

Abstract: Systems and methods for providing a universal platform for at-home health testing and diagnostics are provided herein. In particular, a health testing and diagnostic platform is provided to connect medical providers with patients and to generate a unique, private testing environment. In some embodiments, the testing environment may facilitate administration of a medical test to a patient with the guidance of a proctor. In some embodiments, the patient may be provided with step-by-step instructions for test administration by the proctor within a testing environment. The platform may display unique, dynamic testing interfaces to the patient and proctor to ensure proper testing protocols and accurate test result verification.

Abstract: A method of creating a genetically personalized intravenous or intramuscular nutrition therapy treatment formula includes developing an initial mapping of individual micronutrients to SNPs, symptoms, conditions, and therapeutic objectives based on existing individual scientific literature references that link the specific micronutrient to an SNP, a symptom, a condition, or a therapeutic objective. The method includes receiving an SNP and a symptom, a condition, or a therapeutic objective for a patient, comparing the SNP, symptom, condition, therapeutic objective combination with the initial mapping to identify matching micronutrients, creating a custom treatment formula with the identified micronutrients, and treating the patient with the formula. Feedback data about the formula's effectiveness is received and the initial mapping is updated to account for the feedback data.

Abstract: A first calculator calculates a first index value quantitatively indicating an imaging failure state for each imaging menu using a first calculation formula having a variable based on the number of times of occurrence of imaging failure for each imaging menu and a variable based on the rate of occurrence of imaging failure for each imaging menu. A first extractor automatically extracts a target menu as an imaging menu to be considered to prevent occurrence of imaging failure based on the first index value. A second extractor extracts a consideration image as a failed image associated with the target menu. A screen output controller generates a conference screen for displaying the target menu and the consideration image. A client terminal displays the conference screen on a display panel.

Abstract: Devices and methods for mobile monitoring of a drainage catheter are provided. A device may be configured to perform an operation of rendering a user interface. The user interface may be configured to provide an output interface configured to prompt a user to input catheter use information, catheter use information being information related to using the catheter to drain fluid from the patient. The user interface may be configured to provide an input interface for the user to input catheter use information. The device may be further configured to receive catheter use information input by the user through the user interface. The device may be further configured to generate catheter management information based upon the received catheter use information. A method for mobile monitoring of a drainage catheter may include using a processor to perform the steps the device is configured to perform.

Abstract: Systems and methods for predicting risk for a medical event associated with evaluating or treating a patient for a disease are provided. Input medical imaging data and patient data of a patient are received. The input medical imaging data includes abnormality patterns associated with a disease. Imaging features are extracted from the input medical imaging data using a trained machine learning based feature extraction network. One or more of the extracted imaging features are normalized. The one or more normalized extracted imaging features and the patient data are encoded into features using a trained machine learning based encoder network. Risk for a medical event associated with evaluating or treating the patient for the disease is predicted based on the encoded features.

Abstract: A mechanism is provided in a data processing system to implement localized device specific limitations on access to patient medical information. An authorizing device receives a request from a requestor device via a dose proximity communication protocol requesting to access an electronic medical record (EMR) associated with a patient. The authorizing device receives user input via a user interface specifying conditions for permitting access to the EMR. The authorizing device transmits an access authorization request to a patient registry system requesting the patient registry system to provide access to the EMR associated with the patient in accordance with the conditions for permitting access specified by the user input. The patient registry system generates a temporary access data structure based on the specified conditions. The patient registry system processes a subsequent request from the requestor device to access the EMR in accordance with the temporary access data structure.

Abstract: An information system and user interface to enable the analysis of clinical data for operational improvement and issue identification in medical imaging procedures is disclosed. In an example, opportunity and usage analytics are generated from relevant imaging procedure data (e.g., radiology procedure data) through operations including: obtaining clinical data that indicates usage of imaging resources to perform medical imaging procedures; analyzing the usage of the imaging resources from the clinical data, to identify values of opportunities for predicted changes to the usage of the imaging resources; and generating a visualization of the values of the opportunities for output in a graphical user interface, the visualization indicating values of opportunities relative to past usage and predicted changes to the usage of the imaging resources.

Abstract: A computer-implemented method for determining a pathology in 3D image data is describe wherein the method may comprise:receiving at least a first 3D image of a body part, the 3D image comprising voxels associated with a predetermined image volume; a first 3D convolutional neural network determining a position of a volume of interest (VOI) in the image volume of the first 3D image, the VOI being associated with a pathology of the body part, the VOI defining a sub-volume of the image volume; determining first VOI voxels by selecting voxels of the first 3D image that have a position within the VOI as determined by the first 3D convolution neural network and providing the first VOI voxels to the input of a second 3D convolutional neural network; the second 3D convolutional neural network, determining a target label value on the basis of at least the first VOI voxels, the target label value being indicative of the presence or absence of a pathology in the VOI; and, generating a medical report by associating the ta

Abstract: A method for controlling an information terminal causes a computer of the information terminal to receive, from a case retrieval system, a plurality of similar medical images having a feature quantity of a region of interest and a certain degree of similarity in accordance with the region of interest included in a target medical image, displays a display screen displaying the plurality of received similar medical images on a touch panel display, the display screen including a display region in which at least some of the plurality of received similar medical images are displayed, displays, if selection of a first similar medical image from among the at least some of the plurality of received similar medical images displayed in the display region is detected, the first similar medical image across the display region, and displays, if a swipe operation performed on the first similar medical image is detected, a second similar medical image, which has second highest similarity next to the first similar medical im

Abstract: A method for adjudicating reimbursement for allergens includes obtaining National Drug Codes (NDC's) for a plurality of allergens, storing in a central control database the obtained NDC's in association with an associated AWP and associated information for the allergen, which associated information includes translation information to allow practitioners to determine from a desired diluted level and number of doses of a desired NDC carrying antigen and a known dilution procedure how to translate back to the amount of base concentration of the NDC carrying antigen used to create the desired diluted level and number of doses, and determining if any of the NDC's in the central control database are contained within the third-party database and, if not, transferring the associated NDC's not in the third-party database to the third-party database.

Abstract: Systems and methods for a comprehensive online healthcare platform are provided that increase the efficiency of the medication selection process. In one embodiment, a method comprises responsive to a query from the user via the user device, receiving a list of one or more medications identified from a storage device and receiving medication information about each identified medication in the list of the one or more medications from the storage device. The method further includes, calculating a user personalized grade for each of the identified medications based on the medication information and the user information, transmitting the user personalized grade and medication information to the user device and displaying simultaneously on the user device, the user personalized grade, cost factor, prescription experience data, and secondary technical effects of each identified medication.

Abstract: A system for customizing user parameters relating to a pharmaceutical treatment, receives, a first set of parameters associated with the pharmaceutical treatment, that indicate factors associated with the pharmaceutical treatment, in a first format. The system determines a subset of the set of first parameters based on the one or more factors and converts them into a second format. The system provides the second set of parameters to a second computing device, receives from the second computing device, a third set of parameters, wherein the third set of parameters are based on the one or more factors, the third set of parameters being provided in a third format, converts the third set of parameters from the second third format to the first format based on a second set of parameters, and present the converted third set of parameters received from the second computing device to the first computing device party.

Abstract: Systems and methods are provided to provide guidance to a user regarding management of a physiologic condition such as diabetes. The determination may be based upon a patient glucose concentration data sensed by a glucose concentration sensor. A host state change associated with the host glucose concentration data may be determined. A guidance message based at least in part on the host state change may also be determined. The guidance message may be delivered through a user interface.

Abstract: A multi-format communications system provides a way for a company to control information, some of which may be confidential information, such as PHI, exchanged with existing and potential customers, through individuals associated with the company in a manner preferred by the customers, particularly for non-confidential information, while maintaining a permanent record of communications. With the company maintaining control, if an employee leaves, the employee can be blocked from access to customer information, including communications. Additionally, a time-line view of all events related to a customer can be displayed including communications.

Abstract: The present disclosure refers to a method for operating a system, the system comprising a medical device (1), having at least one of a sensor device for sensing medical data and a medication delivery device for delivering medication, a portable electronic consumer device (2), an intermediate device (3) provided with a first communication protocol for data communication with the portable electronic consumer device (2) and a second communication protocol for data communication with the medical device (1), and a control module (6) provided in the intermediate device (3), the method comprising, in the control module (6), receiving control data from the portable electronic consumer device (2) by a receiving functionality provided in the control module (6), the control data being configured for controlling operation of the medical device (1), determining whether the control data can be confirmed by a confirmation functionality provided in the control module (6), and if the control data are confirmed, transmitting t