Abstract: Systems, devices, and methods are disclosed for computer-assisted goal setting and tracking with respect to neuromodulation device treatment. A digital health system includes a user-interface device to receive a user input about a personalized objective of neuromodulation treatment or an intended manner of using the neuromodulation device by the patient. The user input can be in forms of text, voice, or other unstructured or unclassified data formats. A controller circuit can process the user input using analytical methods including natural language processing to generate a personalized treatment and device usage goal, and track the progress toward the personalized treatment and device usage goal using patient state information. The tracked progress may be presented to the patient, or be used to initiate or adjust a neuromodulation therapy.

Abstract: Systems, devices, and methods for providing customizable interactive healthcare services in relation to neuromodulation treatment are disclosed. A digital health system includes a memory device that stores a database of device operation and treatment (DOT) information of neuromodulation device. The DOT information includes information releasable to a patient and device programming capability authorized to the patient, and can be categorized according to a plurality of pre-determined treatment phases and/or according to a plurality of pre-determined patient skill or engagement levels with the neuromodulation device. A processor determines a treatment phase and a skill or engagement level using patient state information, queries the database to determine personalized DOT information corresponding to the treatment phase and the patient skill or engagement level, and provides the personalized DOT information to the patient.

Abstract: A medical system may include a patient system configured for use to determine health-related information for a patient, and deliver a neuromodulation therapy. The patient system may include a patient device having a user interface, storage for storing patient assistance data for each of a plurality of issues that may adversely affect patient satisfaction with the patient system, and a satisfaction monitor configured to determine, from the health-related information, that at least one of the plurality of issues may be adversely affecting the patient satisfaction, and send the patient assistance data, that corresponds to the at least one of the plurality of issues, to the user interface.

Abstract: A medical system may include a patient system configured to determine a condition of a patient and deliver a neuromodulation therapy. The patient system may include a patient device having a user interface configured to enable patient interaction by the patient with the patient system. The patient system may include a triage system configured to select a triage tier from two or more triage tiers available for selection and indicative of a priority ranking for patient intervention. The triage system may be configured to use both the interaction and the condition to select the triage tier.

Abstract: This document discusses systems, devices, and methods for monitoring and managing patients with chronic pain. A patient monitoring system comprises a sensor circuit to sense a physiological or functional signal indicative of or correlated to patient mobility, an electrostimulator to generate and deliver neuromodulation therapy to the patient, and a controller circuit to generate a mobility metric using the sensed physiological or functional signal. The mobility metric represents respective times spent in different activity intensity levels associated with one or more types of activities during a specific time period. The controller circuit can trend the mobility metric over time and determine a progress toward a personalized mobility goal of the patient, and control the electrostimulator to initiate or adjust the neuromodulation therapy in accordance with the trended mobility metric or the determined progress toward the mobility goal.

Abstract: Systems and techniques are disclosed to evaluate a neurostimulation treatment provided from a neurostimulation device, based on freeform text analysis. In an example, a system or device to evaluate a neurostimulation treatment provided from a neurostimulation device is configured to perform operations that: obtain text content, originating from text or voice input of a human patient, which relates to a state of a human patient; identify a state of the human patient from natural language processing of the text content; obtain device data from the neurostimulation device; identify a state of the neurostimulation treatment of the human patient from the device data; associate the identified state of the human patient to the identified state of the neurostimulation treatment; and initiate an action for the neurostimulation treatment, based on the identified state of the human patient that is associated with the identified state of the neurostimulation treatment.

Abstract: This document discusses a computer-implemented method of machine recognition of a physiological condition of a subject. The computer-implemented method comprises obtaining a video stream of the subject using a video data source; identifying, using processing circuitry, one or more areas within image frames of the video stream that contain a physiological feature of the subject; analyzing video data of the identified one or more areas in the image frames using the processing circuitry to detect change of the physiological feature between a first frame of video data and a later frame of video data; determining one or more change parameters of the physiological feature from the video data; and generating an indication of a symptom of Parkinson's Disease according to a detection criterion applied to the one or more change parameters.

Abstract: A system may be used with a medical imaging system and a programming system. The medical imaging system may be configured to display a medical image and the programming system may be configured to implement a program used in programming a neuromodulation device. The system may comprise a mobile device having at least one processor, a camera and a user interface including a display. The mobile device may be configured to acquire a displayed medical image from the medical imaging system, determine based on the acquired medical image location data indicative of the position of at least one of the electrodes relative to at least one of the anatomy or at least another one of the electrodes, and provide the location data for use by the program implemented by the programming system.

Abstract: A system may be used with a medical imaging system and a programming system. The medical imaging system may be configured to display a medical image and the programming system may be configured to implement a program used in programming a neuromodulation device. The system may comprise a mobile device having at least one processor, a camera and a user interface including a display. The mobile device may be configured to acquire a displayed medical image from the medical imaging system, determine based on the acquired medical image location data indicative of the position of at least one of the electrodes relative to at least one of the anatomy or at least another one of the electrodes, and provide the location data for use by the program implemented by the programming system.

Abstract: This document discusses systems, devices, and methods for computer-assisted pain or paresthesia assessment and pain management in a subject. A system includes a programming aid device including a user interface, a transceiver circuit to receive information about pain management for the patient from one or more of a software-based virtual agent (SVA) or a human assistant other than the patient, and a controller circuit to initiate and manage information exchange session between the patient and one or more of the SVA or the human assistant, via the user interface, regarding pain or paresthesia sensation and pain management. Based on the information exchange, the controller determines a stimulation setting, and generate a therapy control signal to the neuromodulation device to initiate delivery of neuromodulation energy according to the determined stimulation setting.

Abstract: A system may be used with a medical imaging system and a programming system. The medical imaging system may be configured to display a medical image and the programming system may be configured to implement a program used in programming a neuromodulation device. The system may comprise a mobile device having at least one processor, a camera and a user interface including a display. The mobile device may be configured to acquire a displayed medical image from the medical imaging system, determine based on the acquired medical image location data indicative of the position of at least one of the electrodes relative to at least one of the anatomy or at least another one of the electrodes, and provide the location data for use by the program implemented by the programming system.