Abstract: A device obtains prescription information relating to a medication in a container. The device causes a camera device of the device to obtain image data relating to the medication and a weighing device of the device to obtain weight data relating the medication. The device sends the prescription information, the image data, and the weight data to a different device to cause the different device to verify the medication using a machine learning model. The device receives information concerning the medication and automatically generates, based on the information concerning the medication, a message concerning the medication, wherein the message includes instructions on how much of the medication a user of the device is to take. The device causes the device or an additional device to present the message.

Abstract: A system for personalized depression disorder treatment is disclosed herein. The system includes a server configured to communicate with existing healthcare resources and to receive patient data corresponding to a patient, the server including an analytics module. The system further includes a first database configured to store empirical patient outcomes, and further configured to communicate with the analytics module. Additionally, the system includes a user device having a graphical user interface (GUI) configured to communicate with the server and to display at least one output generated by the analytics module. The analytics module is configured to determine at least one of a personalized depression treatment and a personalized depression state prediction based on the empirical patient outcomes and the patient data.

Abstract: A method for a patient to identify and select a health care provider to service the patient's particular need and subsequently schedule an appointment with the health care provider is described. Data regarding the patient and data regarding the provider are used to determine matching physicians to the patient's needs. The patient has the ability to select among matching physicians, rank ordered based on a combination of patient and other criteria, and the patient is offered an average rating for each physician, where the rating is based on reliable reviews of at least other patients.

Abstract: A plurality of instances of a patient's health condition are received as patient health information from a plurality of sources. Ground-truth health conditions of the patient are generated based on the patient health information and expert review of the patient's level of engagement for each instance of provider assessment. A regression model predicting a probability of patient engagement level with a provider is generated, based on the instances of patient condition assessment and the engagement level expert review associated with each instance. A current set of patient information and natural language processing results of a dialog between the patient and a provider performing a condition assessment of the patient, are received. The current patient information and the dialog are applied to the regression model, determining a probability of patient engagement level. An indicator of the patient engagement level is sent to the provider's computing device.

Abstract: Examples described herein generally relate to referring a patient to a provider for a drug use disorder. A computer system accesses a plurality of provider data records. The system determines a geographical location of the patient. The system searches, within a geographical distance of the geographical location for a provider that satisfies patient requirements based on a patient data record. The system determines one or more certified providers that are certified to treat a condition of the patient. The system determines that one or more of the certified providers has an available opening for the patient. The system determines an outcome rating for the patient and each certified provider based on the patient data record. The system matches the patient to a certified provider with a best outcome rating that accepts payment from a payer for the patient. The system refers the patient to the matched provider.

Abstract: A hospital support system includes a management monitor and an operation terminal functioning as a first controller that performs control for displaying a status management table in a state in which items corresponding to a series of predetermined multiple stages performed so as to correspond to a diseased animal at least while the diseased animal stays in a hospital from when the diseased animal arrives at the hospital to when payment is finished are arranged in a sequence of time on the management monitor and a second controller that performs control for displaying an icon indicating which stage of the multiple stages in the status management table is a stage being performed at a current point of time on the management monitor.

Abstract: Embodiments are directed toward facilitating securely and efficiently providing medical-test results. Some embodiments enable secure and efficient mass testing by eliminating the requirement that patients provide personally identifying information after collection of their first testing specimen. The system enables delivering test results to such patients without the patients providing personally identifying information with specimens to be tested. The first time that a patient requests a medical test on a specimen, values representative of biometric characteristic thereof are recorded with personal information for the patient. Some embodiments facilitate looking up the patient's personal information by using values representative of biometrics obtained from the patient's subsequent specimens to be medically tested.

Abstract: Various aspects described herein relate to presenting drug dispensing information. Data related to a plurality of dispensing events initiated by one or more employees, of an electronic drug dispensing system can be received. A set of dispensing events of the plurality of dispensing events can be determined as constituting possible misappropriation of drugs by the one or more employees. An alert related to the set of dispensing events can be provided based on determining that the set of dispensing events constitute possible misappropriation of drugs.

Abstract: A method and system for identifying a treatment plan identifies a description of a sequential game. The game is associated with treatment of a medical condition by a course of treatment or drug design. The description may include one or more possible treatment actions that a treater can take to treat the medical condition, and one or more possible medical condition actions that the medical condition can take. The system will identify a model for the sequential game, wherein the model is a large game associated with a large state space. The system may solve the model to generate a treatment plan for the medical condition, wherein the treatment plan includes a set of possible treatment actions. To accommodate the large state space, the system may divide processing steps so that at least some of the model solving is done by a graphics processing unit, while performing other functions via a central processing unit.

Abstract: Technologies and techniques for managing clinical images in electronic healthcare record systems are disclosed. Disclosed methods and apparatus provide indexing of captured clinical images with minimal or no user input. This is accomplished through providing the ability to set a predetermined type of patient encounter and then retrieving a clinical image of a patient from either an image capture device such as a camera in a mobile device or from a memory device. The methods and systems may also include image recognition of the clinical image to determine the type of the clinical image. Additionally, the indexing is automated, where the automated indexing is based on at least one of the predetermined type of patient encounter and the determined type of clinical image.

Abstract: A data aggregation and process automation (DAPA) system is disclosed. The DAPA system includes an authentication module, a monitoring module, an intelligent automation module, and a transformation module. The authentication module is configured to initiate authenticated communication with a plurality of servers, and includes an authentication storage having a plurality of authentication credentials and routing information. The monitoring module is configured to monitor a first server for a first change event and monitor a second server for a second change event. The first change event results in the receipt of a first data object and the second change event results in the receipt of a second data object. The intelligent automation module is configured to identify the second server, request a service, and submit an update data object to the first server. The transformation module is configured to transform data objects from one format into another.

Abstract: Provided is a medical image processing apparatus including: an image acquisition unit that obtains a medical image of a subject; and an image processing unit that generates a second medical image by applying predetermined image processing on the medical image. The image processing unit includes: a surface area extraction unit that extracts a surface area including information that can lead to individuality determination or identification of the subject, from the medical image; a body orientation determination unit that determines body orientation on the basis of the surface area; a surface area deformation unit that deforms the surface area of the medical image; and an object assignment unit that assigns an object indicating the body orientation to the medical image in which the surface area has been deformed and that generates the second medical image.

Abstract: A method for monitoring medical data is disclosed, the method being applicable to a system comprising a portable medical device, a mobile communications device, and, optionally, a medical care server. The portable medical device and the mobile communications device each comprise at least one interface for data transfer. The method comprises a step of establishing a download link between the mobile communications device and a download server. The method comprises a step of selecting an appropriate communication software package from a plurality of communication software packages for controlling data transfer between the mobile communications device and the portable medical device from the download server. Further, the method comprises a download step for downloading communication software packages from the download server to the mobile communications device and a step of installation of the communication software package on the mobile communications device.

Abstract: The present disclosure provides a description of systems and methods for managing routes and travel planning. A computing device of an entity receives, from a charter flight transportation provider and via an application programming interface associated with the entity, charter flight information for a plurality of charter flights. The computing device receives, from a commercial transportation provider and via an application programming interface associated with a different entity, commercial flight information for a plurality of commercial flights. The computing device stores records for the charter flight information and the commercial flight information. The computing device provides, to a user computing device, data for the user computing device to generate a single user interface including charter flight information, commercial flight information, and fields to enter search criteria.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media for generating a patient profile. One method includes generating a patient profile corresponding to a patient that comprises profile data items and profile data parameters. Generating a synthesized context-aware rendition of a patient summary from the profile data items and the profile data parameters. Mapping doctor specialties and data workflows in relation to the synthesized context-aware rendition of the patient summary.

Abstract: Computer-based, natural language processing systems and methods are provided for review of clinical documentation and other medical records, and for clinical documentation improvement. The systems and methods are configured to analyze received diagnoses and/or procedures in view of documents in the record using a natural language processor and a tiered information model to identify clinical indicators, and optionally markers. The identified information is compared with the received data for use in generating queries requesting evidence in support of the received diagnosis or procedure, or for use in validating the received information.

Abstract: A next-best-action system includes real-time operation and off-line training and processes. During off-line training databases of medical conditions and associated diagnostic factors, tests and treatments are used to create models used for later natural language processing of input electronic text. Diagnostic factors are ranked according to the probability that they indicate conditions and are stored in a matrix. Treatments corresponding to conditions are also stored in a matrix. During real-time operation electronic text is received from patient history of an EHR system, from a transcribed conversation between a physician and a patient, or from input that the physician makes in the EHR system or in an overlaid diagnostic user interface. The electronic text is processed by an NLP pipeline that derives clinical diagnostic factors and test results for the patient.

Abstract: An apparatus device may include a bio-impedance sensor configured to take a bio-impedance measurement from a body of an individual, an optical sensor configured to take an optical measurement from the body of the individual, and a processing device configured to receive a first bio-impedance measurement from the bio-impedance sensor taken during a first period of time and a first optical measurement from the optical sensor taken during the first period of time, receive first location information of the individual during the first period of time, determine a first correlation between a physiological parameter and at least one of the first location, the first bio-impedance measurement, or the first optical measurement, and determine a first level of the physiological parameter based on the first correlation.

Abstract: A system and method for securely allowing access to personal medical worker information for itinerate medical workers working on a contract basis for various medical facilities. The system includes a medical personnel records computer designed to interface with a medical facility computer when a medical worker selects a work contract associated with the medical facility. The medical worker's personal information is selectively shared based on user defined rules to limits potential compromising of the medical workers personal data due to a data breach or the like.

Abstract: Systems, methods, and devices are provided for clinical laboratory testing using less than 1 mL of sample collected from a subject. Some embodiments collect between 1 mL and about 10 uL of sample from a subject. A method is also provided for analyte testing, wherein a mobile computing device may be used for laboratory test requests and for handling of the analyte testing process.