Abstract: A device, system, and method determines a reading environment by synthesizing downstream needs. The method at a workflow server includes receiving a request from a physician device utilized by a referring physician, the request directed to performing an imaging procedure. The method includes determining at least one normalized need from the request, the normalized need corresponding to the referring physician. The method includes generating information to be included in a reading environment based on the at least one normalized need, the information assisting an image interpreter in interpreting the imaging procedure.

Abstract: A system, method, and computer-readable medium are disclosed for digital therapeutics directed to patient care specific to a disease. Digital therapeutics (DTx) knowledge models are created and their corpus is validated. Condition and symptom models are created for processing the digital therapeutics (DTx) knowledge models. Clinical and condition models are converted to reconfigurable runtime implementations. Architecture and implementation subsets of knowledge models, language models, condition and symptom models, technology and tools are created. Digital therapeutics (DTx) natural language models are created. Multiple program content versions of natural language content, clinical physician, and condition models are created.

Abstract: This document describes medical systems that use artificial intelligence to facilitate autonomous or semi-autonomous medical procedures. For example, this document describes heart/lung machine systems that are used in conjunction with artificial intelligence systems to facilitate autonomous or semi-autonomous open-heart surgery operations.

Abstract: Systems, methods, and computer-readable media are provided for patient case and care complexity characterization, and detecting matches of an individual patient's record with collections of other patients' records, based on serial, longitudinal patterns, for facilitating efficient health services utilization, implementing programs to reduce complexity, preventive medicine, and risk management in health care.

Abstract: Systems, methods, and computer-readable media are provided for patient case and care complexity characterization, and detecting matches of an individual patient's record with collections of other patients' records, based on serial, longitudinal patterns, for facilitating efficient health services utilization, implementing programs to reduce complexity, preventive medicine, and risk management in health care.

Abstract: The present disclosure provides a system that may receive first sensor data associated with first measurements of multiple components of respective multiple medical systems; may determine first one or more classifiers based at least on first user input; may receive second sensor data associated with second measurements of the multiple components; may determine, based at least on the first one or more classifiers and based at least on the second sensor data, at least two services to be provided to respective at least a first two of the multiple medical systems; may receive third sensor data associated with third measurements of multiple components respectively associated with the at least the first two of the multiple medical systems; and may determine, without the first user input and without second user input, second one or more classifiers based at least on the third sensor data.

Abstract: Via communications with an association management resource, an operator of a respective fluid delivery system can associate a medical device (fluid pump) with a particular entity such as a patient, location, one or more other medical devices, the caregiver, etc. Thereafter, the operator of the fluid delivery system is able to better manage use of the fluid delivery system based on relevant medical information, which is accessible as a result of creating the association. For example, the association management resource gathers and stores information associated with the entity prior to the operator providing the input associating the fluid delivery system with the entity. After the operator of the fluid delivery system creates the association, the medical information associated with the entity is immediately available to the fluid delivery system and/or corresponding operator of the fluid delivery system.

Abstract: A medication inventory system may include a medication tray that includes partitions defining compartments and having a tray identifier associated therewith, and each compartment may store a respective medication. The system may include an imaging apparatus, and a processor and an associated memory cooperating with the imaging apparatus to determine the tray identifier of the medication tray, and maintain in the memory a desired respective medication within each compartment based upon the tray identifier. A respective medication image of the medication within each compartment may be obtained and machine learning may be used to determine a medication within each compartment based upon the respective medication image.

Abstract: Methods, systems, and devices for event prediction are described. The method may include receiving real-time data associated with one or more measurements by a device. The method may also include updating one or more slope lines based on past instances of the real-time data and generating a feature vector based on the real-time data and the one or more slopes lines. The method may further include passing the first feature vector through an artificial neural network (ANN) and identifying an ANN output that acts as a predictive score. The method may also include predicting whether or not an event will occur based on the predictive score. In some cases, the predictive score may be passed through a voting mechanism, and the prediction of whether or not the event will occur may depend on an output of the voting mechanism.

Abstract: A system and method for generating and provisioning payment credentials to a mobile device lacking a secure element includes receiving and storing by the mobile device a card profile from a remote system. The card profile may include payment credentials corresponding to a payment account and a profile identifier. The mobile device may receive a mobile personal identification number (PIN) input by a user of the mobile device and transmit a key request to the remote system. The mobile device may receive a single use key which may include an application transaction counter and a generating key from the remote system. The mobile device may generate a payment cryptogram valid for a single financial transaction based on the received single use key and the mobile PIN and transmit the payment credentials and the generated payment cryptogram to a point-of-sale terminal for use in a financial transaction.

Abstract: A system for providing orthodontic treatment to a patient wherein a general dentist receives direction from a consultant orthodontist. The system includes a network configured to assign the consultant orthodontist to the general dentist. The network includes a central server with a patient database. The patient database includes a first patient's dental record of a first patient and a plurality of additional patients' historical dental records of a plurality of additional patients. The network also includes an analysis and prediction module. The analysis and prediction module is configured to access the first patient's dental record and the plurality of additional patients' historical dental records prior to initiation of treatment of the first patient to compare and contrast similar dental records of the additional patients' historical dental records to the first patient's dental records to predict timing and outcome for dental treatment of the first patient.

Abstract: A method may include presenting, on a display of an infusion device, a first patient parameter and a second patient parameter. The infusion device may receive a first entry, which may include a first value of the first patient parameter. The infusion device may determine a default value of the second patient parameter based on the entered first value of the first patient parameter. The infusion device may present the determined default value of the second patient parameter. The infusion device may receive a second entry, which includes a second value of the second patient parameter. The second value may be an adjustment of the default value of the second patient parameter that is an accurate representation of the second patient parameter. Related methods and articles of manufacture, including apparatuses and computer program products, are also disclosed.

Abstract: A method for simulating a deep-brain stimulation in a computer-assisted platform that includes providing to a neurosurgeon, through a man-machine interface, visual information of a pre-operative situation, including a representation of a brain. The method also includes monitoring inputs of said neurosurgeon on the man-machine interface, until a trajectory is determined between an entry point and a target for the placement of an electrode. The method further includes comparing said trajectory to a set of previously-established trajectories for the pre-operative situation, so as to determine an overall measurement representative of a quality of the trajectory compared to the previously-established trajectories.

Abstract: A medical monitoring device for analysis of a set of physiologic and laboratory data and for providing a real time or near real time correlation metric for a distress condition is described herein. The medical monitoring device can include a memory storage that comprises a first set of definitions of rise and fall patterns of said physiologic and laboratory data, each of the rise and fall patterns being indicative of a physiological occurrence, a second set of definitions of time series matrix patterns of said rise and fall patterns, the time series matrix patterns being indicative of a distress condition, and a pre-determined correlation metric for each of at least a portion of the time series matrix patterns with reference to the distress condition. The medical monitoring device can also include a monitor to identify the time series matrix patterns in data in memory storage.

Abstract: Methods of treatment and diagnosis using facilitated communication of health information from a patient device to a physician device are provided herein. Methods include improved dissemination and management of health information data while safeguarding patient privacy. A patient may initiate a tele-medicine session for treatment using a portable user device of the patient, after which a physician may request a set of data through the patient device relevant to the treatment. In response, the device of the patient identifies a subset of the data set requested by the physician that is authorized by the patient for release to the physician. The system further facilitates display of differing types of information on a user interface of the physician's device to facilitate improved treatments and diagnostics, health information collection and patient follow-up.

Abstract: According to one embodiment, a medical information system comprises processing circuitry. The processing circuitry collects social behavior information about a measurement target person. The processing circuitry identifies a social relationship between the measurement target person and others, and a behavior pattern of the measurement target person, by using the collected social behavior. The processing circuitry quantitatively measures a sociality item of the measurement target person by using the identified social relationship and the identified behavior pattern.

Abstract: Systems and methods are provided for improving nutritional element content estimates from one or more individuals and/or determining a therapy or treatment based on a nutritional element content estimate and improving diabetes management. The systems and methods include a therapy or treatment display based on at least one nutritional element content estimate and at least one proficiency index respectively assigned to an individual to improve accuracy and reliability when estimating nutritional element content in foods and/or therapy or treatment based therefrom.

Abstract: The present disclosure relates to a device configuration method for configuring a diabetes management device by a diabetes management system, the diabetes management system residing on a server computer, the method comprising: receiving, by the diabetes management system, a therapy setting instruction from a computing device, validating, by the diabetes management system, the credentials of the healthcare provider by way of a validation service based on the identification information, determining, by the diabetes management system, whether the therapy setting instruction is valid based on an association between the diabetes management system, the patient, and the healthcare provider; transmitting, by the diabetes management system, one or more parameters for configuring the feature defined by the therapy setting to the subject diabetes management device; and canceling, by the diabetes management system, the therapy setting instruction in response to the therapy setting instruction being invalid.

Abstract: A system, method and wireless earpieces for populating an electronic health record utilizing wireless earpieces. Sensor measurements of a user are performed utilizing sensors of the wireless earpieces. The sensor measurements are analyzed. The sensor measurements are associated with the electronic health record of the user. The electronic health record of the user is populated with the sensor measurements. Communications including information from the electronic health record are communicated.

Abstract: A system for ranking alimentary combinations includes a computing device configured to provide a nutrient instruction set including a plurality of target nutrient quantities corresponding to a plurality of candidate alimentary combinations, determine a per-combination alimentary instruction set as a function of the plurality of target nutrient quantities, receive, from each alimentary provider device of a plurality of alimentary provider devices, a plurality of provider ingredient combinations, generate a ranked list of alimentary combinations as a function of the plurality of provider alimentary combinations, receive a user selection of a candidate alimentary combination corresponding to an edible of the plurality of candidate alimentary combinations, and generate a modified ranked list of alimentary combinations as a function of the user selection and the nutrient instruction set.