In various embodiments, a caregiver module is provided for use with a patient medical device, including a sensor to obtain a sensor signal related to the use of the patient medical device; an analog-to-digital converter to convert the sensor signal to corresponding sensor data; and a controller to transmit the sensor data to a wearable device, wherein the sensor data is transmitted in the same form as created by the converter. Various embodiments provide a wearable device for processing sensor data received from the caregiver module, including: memory storing processing instructions for interpreting sensor data of multiple types; and a processor to: receive configuration information associated with the caregiver module, receive sensor data of a first type from the caregiver module, and execute the processing instructions based on the configuration information, wherein the configuration information alters the operation of the processing instructions to interpret sensor data of the first type.

The present disclosure describes a closed-loop fluid resuscitation and/or cardiovascular drug administration system that uses continuous measurements and adaptive control architecture. The adaptive control architecture uses a function approximator to identify unknown dynamics and physiological parameters of a patient to compute appropriate infusion rates and to regulate the endpoint of resuscitation.

A system and method for patient-adaptive hemodynamic management is described. One embodiment includes a system for hemodynamic management including transfusion, volume resuscitation with intravenous fluids, and medications, utilizing monitored hemodynamic parameters including the described dynamic predictors of fluid responsiveness, and including an intelligent algorithm capable of adaptation of the function of the device to specific patients.

A respiratory therapy apparatus is operable to deliver multiple types of therapy to a patient. The apparatus includes a main housing and a nebulizer tray that selectively attaches to a bottom of the main housing. The apparatus also includes a filter housing unit having an antenna surrounding a pneumatic passage and a transponder chip coupled to the antenna. The main housing has also has an antenna that surrounds a respective pneumatic passage of a main outlet port of the apparatus. The main housing includes a reader that controls communication between the antennae. The main housing of the apparatus also has a pivotable hose support plate, a firmware upgrade port underneath part of the top wall of the housing, and a graphical user interface (GUI) that displays various user inputs for control of the apparatus and that displays various alert conditions that are detected.

An optimization methodology is employed to match vibratory inhaler devices having certain characteristics to the particular anatomical and acoustic properties of a patient's vocal tract, in order to achieve the most effective dispersion of a dry powder medicament using inspiratory effort of a user of the inhaler. In embodiments, optimization involves employing one or more measurements of acoustic frequency spectrum properties as well as one or more anatomical/geometric measurements of the structures comprising the particular patient's mouth, pharynx, and upper respiratory tract and matching a vibratory inhalation device that corresponds thereto.

A medicine injection pen includes a body, a drive member within the body and configured to move relative thereto upon actuation, a cartridge housing releasably engageable with the body and configured to retain a medicine cartridge, at least one sensor, and at least one detector. The medicine cartridge has a liquid medicine therein and includes a piston configured to slide therein. The drive member is configured to move relative to the body to urge the piston to slide within the medicine cartridge to dispense at least some of the liquid medicine from the medicine cartridge. The sensor(s) is configured to sense movement of the drive member relative to the body to enable determination of an amount of the liquid medicine dispensed. The detector(s) is configured to detect a gap between the drive member and the piston.

A garment (e.g., a shirt) for monitoring biometric properties of the wearer of the garment is disclosed. The garment may include sensors for monitoring or assessing the vital signs and body position of the wearer. A processor associated with the garment may provide an output indicative of an assessed condition of the wearer based on the assessed vital signs and the assessed body position of the wearer of the fabric. The garment may include an injector assembly that is used to administer a drug injection to the wearer when the assessed condition indicates that the wearer is in an alert condition.

A ventilation monitoring system includes one or more processors configured to receive data from a sensor positioned along a breathing circuit during a mechanical ventilation procedure for a patient. The one or more processors are also configured to analyze the data to determine respective concentrations of ions at the sensor and to calculate a detected ratio of the respective concentrations of the ions at the sensor. The one or more processors are also configured to compare the detected ratio to an expected ratio to determine a condition of the patient and to output a notification to indicate the condition of the patient.

Methods, systems, and devices for generating optimal knob settings for ventilators using machine learning techniques are described. A system may collect a set of data associated with a target subject. The system may select a protocol based on the set of data, the protocol including settings associated with delivering therapy to the target subject via a device. The system may perform a control measure in response to selecting the protocol. Performing the control measure includes delivering the therapy to the target subject, via the device, based on the protocol. The set of data may include physiological information associated with the target subject or demographics information associated with the target subject.

A system and method for providing a context-based light and/or auditory stimulus experience to a user that includes administering dosages of light is disclosed. Environmental contextual data and/or personal (e.g., biometric and/or non-biometric) contextual data of a subject are obtained. Specific dosages of light are delivered to a subject based on the obtained environmental and/or personal contextual data. The dosages may be defined according to various parameters, including light wavelength, pulse frequency, intensity, area within the subject's field of vision, duration, pulse waveform shape, or a combination thereof. Auditory stimulus may also be provided, in synchronization with the administered dosages of light, and may be based on the obtained environmental and/or personal contextual data.