A robotic system includes retrieval of a priori stimulus based on an input that indicates a current health state and a target health state of a user. A set of test stimuli specific for the user is determined and a stimulus device is controlled to provide the set of test stimuli to the user. A set of responses within the body of the user is determined, and a set of stimulus parameters for the stimulus device is calibrated based on the combination of the set of responses, the current health state, the target health state, and a trained AI-based system. A new stimulus is applied to a portion of the body of the user that shifts a condition of the user from the current health state towards the target health state.

Described herein are assistant robots that observe signs of core health, health dangers, and/or signs of medical distress in a home or at work. As such, the assistant robots can take actions to prevent dangerous situations, diagnose health problems, respond to requests for help, and provide regular treatments or analysis of a person's medical state. The assistant robots can learn users' habits or be provided with knowledge regarding humans in its environment. The assistant robots develop a schedule and contextual understanding of the persons' behavior and needs. The assistant robots may interact, understand, and communicate with people before, during, or after providing assistance. The robot can combine gesture, clothing, emotional aspect, time, pose recognition, action recognition, and other observational data to understand people's medical condition, current activity, and future intended activities and intents.

Embodiments of a method and system for engaging a patient include receiving a set of user inputs from the patient at an interaction engine associated with a companion robot; at the interaction engine, determining a patient model for the patient; at the interaction engine, determining patient goals for the patient; at the interaction engine, generating an interaction plan including a conversation component and an animation component, based on the patient model and the patient goals; and executing the interaction plan with the companion robot, thereby promoting engagement between the patient and the companion robot, in improving healthcare of the patient.

A robot includes a rotary element capable of rolling over a walking surface on which a user walks, a handle held by the user, a handle load detector that detects a handle load applied to the handle by the user, and a projector that projects light onto the walking surface, the projector being operable to change the light based on the detected handle load.

A massage robot uses machine vision to locate treatment spots for massage. In one approach, a massage robot includes one or more robotic arms, an image sensor and a control system. The image sensor captures images of the user. The control system includes an image processing module and a motion controller. The image processing module processes the images to locate a treatment spot on the user. The motion controller controls the robotic arm to perform a massage procedure on the identified treatment spot.

A system includes a modular wheelchair system and a guide robot. The modular wheelchair system includes an upper component, and a power base configured to detachably couple to the upper component. The guide robot is communicatively coupled to the power base and configured to provide navigation data to the power base. The guide robot identifies the power base, determines whether the upper component is detached from the power base, pairs with the power base in response to determination that the upper component is detached from the power base, and implements coordinated movement with the power base to transfer the power base to a predetermined area.

A telepresence robot may include a drive system, a control system, an imaging system, and a mapping module. The mapping module may access a plan view map of an area and tags associated with the area. In various embodiments, each tag may include tag coordinates and tag information, which may include a tag annotation. A tag identification system may identify tags within a predetermined range of the current position and the control system may execute an action based on an identified tag whose tag information comprises a telepresence robot action modifier. The telepresence robot may rotate an upper portion independent from a lower portion. A remote terminal may allow an operator to control the telepresence robot using any combination of control methods, including by selecting a destination in a live video feed, by selecting a destination on a plan view map, or by using a joystick or other peripheral device.

A method and system to monitor and autonomously configure an intravascular assembly without medical staff involvement or presence. In this solution, a robotic device is associated with an intravascular assembly, which has tubing through which fluids are delivered intravenously. Monitoring of the tubing is initiated. In response to the monitoring, an errant flow through the tubing is detected; typically, the errant flow results from one of: a kink or twist in the tubing, an air bubble in the tubing, an occlusion or clot in the tubing, and pressure variations. In response to detecting the errant flow, and in advance of an audible alarm being generated in association with the intravascular assembly, a command is then issued to the associated robotic device. The command is configured to initiate, by the robotic device, physical engagement with and mechanical manipulation of the tubing, thereby remediating the errant flow automatically.

Grippers for a picking device for drug packages and methods for operating the picking device are provided. The gripper has a tray having an end portion with an arcuate front, the end portion forming a loading and unloading front. The gripper further includes a transport device arranged above the tray and configured for moving drug packages from a storage surface onto the tray, and at least one sensor arranged in the end portion of the tray and configured to determine a presence of a drug package in a detection area of the at least one sensor.

An assistance device that more appropriately identifies a user using speech. The assistance device is provided with a speech detector, a name acquiring section that acquires a name of a person based on speech detected by the speech detector, and a user identifying section that identifies a care receiver who is a user of the assistance device based on the name acquired by the name acquiring device.