Personal thermal stability control herein provides for personalized temperature regulation dependent upon biometric sensor feedback, sleep stage, and so on, particularly for sleeping users, predicting and preemptively responding to fluctuations indicative of thermal stability, resulting from such things as transitions between sleep stages, hot flashes, night sweats, and general thermal instability. Specifically, in one embodiment, a system herein may comprise: an on-demand cooling system; one or more biometric sensors configured to monitor one or more corresponding indicators of thermal stability of a user; and a controller configured to: a) receive the one or more corresponding indicators of thermal stability of the user; b) predict an onset of a thermal instability of the user based on the one or more corresponding indicators of thermal stability of the user; and c) activate the on-demand cooling system to counteract the predicted onset of a thermal instability of the user.

Various embodiments are described herein to reduce sound sensitivities, improve state regulation, and/or reduce auditory processing and social engagement deficits in individuals with such deficiencies by recruiting the anti-masking functions of the middle ear muscles in order to optimize the transfer function of the middle ear for the processing of human speech. In certain embodiments, an individual may be subjected to a training protocol comprising one or more training sessions. During each training session, acoustic stimuli are provided to a subject for a period of time, with or without accompanying visual stimulation. A user response may be determined, for example, before beginning the protocol, during a session, after a session, and/or upon completion of the protocol. Such user response may be employed to adjust the acoustic stimulation, and the adjusted acoustic stimulation may be provided to the subject during a subsequent training session (or at a subsequent time within the same training session). The training protocol may end after a predetermined number of training sessions or upon achieving a desired user response. The training session may be characterized by a fixed protocol during which continuous stimulation is presented for a fixed period of time or by an interactive protocol during which the stimulation presentation is dependent on the reactions of the subject.

A blood pump including a housing having an inflow tube defining a major axis spanning through the inflow tube and a flow path spanning along the major axis, a rotor disposed within the inflow tube, the rotor and the inflow tube defining a gap therebetween, a stator surrounding the inflow tube and the rotor, and the housing defining an access conduit spanning through the inflow tube and the stator transverse to the major axis, the access conduit being in communication with the gap.

A bioelectronic device houses therapeutic cells and is configured to be implanted in a host. The device includes an electrochemical cell that produces oxygen gas from water when a voltage is applied. The oxygen gas produced by the electrochemical cell is stored in a gas diffusion chamber in the device. The therapeutic cells in a cell housing chamber in the device receive oxygen gas from the gas diffusion chamber to help keep the cells alive and functioning when the device is implanted in a low oxygen environment. The device receives power wirelessly.

An example medical device includes a sensor configured to sense a parameter of interest that changes as a function of a hemodialysis treatment parameter and generate a signal indicative of the sensed parameter of interest. The medical device includes memory configured to store an association between the parameter of interest and the hemodialysis treatment parameter. The medical device includes processing circuitry configured to receive the signal from the sensor. The processing circuitry also is configured to determine a modification to the hemodialysis treatment parameter based on the signal indicative of the parameter of interest and the association. The processing circuitry is also configured to automatically modify the hemodialysis treatment parameter based on the determined modification.

An example medical system includes a hemodialysis device configured to receive blood from vasculature of a patient via an arterial line and to deliver blood to the vasculature of the patient via a venous line. The medical system includes a hematocrit sensor configured to generate a signal indicative of a hematocrit level of blood in at least one of the arterial line or the venous line. The medical system also includes processing circuitry configured to determine a change in blood volume of the patient over time based on the signal indicative of the hematocrit level, determine a threshold blood volume reduction over time for the patient, compare the change in the blood volume of the patient over time to the threshold blood volume reduction over time, and based on the comparison, generate an indication of vascular access recirculation.

A method includes applying, via a respiratory therapy system, initial therapy settings for a user during a first sleep session in which the user uses the respiratory therapy system. First physiological data, which is received from one or more sensors, is generated during the first sleep session. Modified therapy settings are applied, via the respiratory therapy system, during a second sleep session of the user. Second physiological data is received from the one or more sensors. The second physiological data is generated by the one or more sensors during the second sleep session. A set of sleep-related parameters is determined based on changes between the first physiological data and the second physiological data. One or more of a recommended therapy or recommended therapy settings is determined based on the set of sleep-related parameters.

A healthcare apparatus includes a ballistocardiogram (BCG) sensor configured to sense a ballistocardiogram signal of a subject, a camera configured to acquire a color facial image, and a processor configured to detect a region of interest (ROI) from the color facial image, to detect a first color image of a forehead area to acquire a first black and white image, to detect a second color image of a cheek area to acquire a second black and white image, to apply the first and second black and white images to a predetermined trained algorithm model to output a remote photoplethysmography (rPPG) signal waveform of the subject, to calculate a first heart rate from the BCG signal waveform, to calculate a second heart rate from the remote PPG signal waveform, and to output a heart rate of the subject based on the first heart rate and the second heart rate.

The disclosed system and method generates a trained prediction model based on a plurality of sets of sampled ventilation parameter values received from patient ventilations, and a plurality of weaning indicators representative of patient outcomes for each sampled patient ventilation. Ventilation parameter values are sampled during a current patient ventilation and input into the trained prediction model. The model selects, from the group of ventilation parameters, a ventilation parameter and associated parameter value or range of parameter values having the highest probability of positively influencing the current patient ventilation based on a threshold value of the ventilator parameter. The system may then use the returned parameter value(s) to cause an operational mode of a ventilator associated with the current patient ventilation to be adjusted.

According to an aspect, there is provided a method of sending a message to a subject, the method comprising obtaining (30; 502) measurements of one or more physiological characteristics of a subject over time; determining (32; 504) a psychological state of the subject for a plurality of time periods from the measurements; and in the event that it is determined that the subject is in a psychological state of interest in a first time period, sending (34; 514) a message to the subject in a time period subsequent to the first time period in which it is determined that the subject is not in the psychological state of interest.