Abstract: Systems for voice control of medical devices in a healthcare facility are disclosed herein. The systems employ continuous speech processing software, voice recognition software, natural language processing software, and other software to permit voice control of the medical devices. Systems are also provided for distinguishing which medical device from among multiple medical devices in a patient room is the particular medical device to be controlled by voice input from a caregiver or a patient.

Abstract: Systems for voice control of medical devices in a healthcare facility are disclosed herein. The systems employ continuous speech processing software, voice recognition software, natural language processing software, and other software to permit voice control of the medical devices. Systems are also provided for distinguishing which medical device from among multiple medical devices in a patient room is the particular medical device to be controlled by voice input from a caregiver or a patient.

Abstract: Algorithms for continuous BP monitoring using the load cell ballistocardiogram and the finger/toe photoplethysmogram (PPG) signals. This disclosure includes two different approaches; (1) a conventional pulse transit time-based model and (2) a U-Net-based model to predict BP from ballistocardiogram and PPG signals. In pulse transit time-based models, the pulse transit time was acquired through signal processing and linear regression was performed on its inverse to estimate BP. In the U-Net-based model, the source signals (ballistocardiogram and PPG) were translated to BP waveforms from which the BP values were estimated after calibration.

Abstract: High-accuracy locating systems and methods are used for determining successful caregiver rounding, monitoring whether housekeepers have properly cleaned patient beds, or determining whether patients have ambulated sufficient distances during recovery. Patient beds having at least two locating tags are used for establishing patient care zones around the patient beds. Locating anchors and equipment tags are moved around a patient room to determine optimum locating anchor placement within the patient room based on signal quality values. A locating tag on a patient bed switches roles to operate as a locating anchor in response to the patient bed becoming stationary. A locating tag has a digital compass which is used to determine a field of good ranging relative to a front of a caregiver wearing the locating tag.

Abstract: A patient support apparatus comprises a plurality of load cells, a frame, a mattress, a plurality sensors, and a control system. The mattress includes a plurality of inflatable zones positioned on the frame, the mattress and frame cooperating to direct any patient load through the mattress and frame to the load cells. Each of the plurality of a sensors measures the pressure in a respective inflatable zone of the mattress. The control system includes a controller operable to receive a separate signal from each of the plurality of sensors, and a physiological sensor, process the signals to identify movement data and sleep data and to display the movement data and sleep date on a segmented screen on a user interface.

Abstract: High-accuracy locating systems and methods are used for determining successful caregiver rounding, monitoring whether housekeepers have properly cleaned patient beds, or determining whether patients have ambulated sufficient distances during recovery. Patient beds having at least two locating tags are used for establishing patient care zones around the patient beds. Locating anchors and equipment tags are moved around a patient room to determine optimum locating anchor placement within the patient room based on signal quality values. A locating tag on a patient bed switches roles to operate as a locating anchor in response to the patient bed becoming stationary. A locating tag has a digital compass which is used to determine a field of good ranging relative to a front of a caregiver wearing the locating tag.

Abstract: A patient support apparatus comprises a plurality of load cells, a frame supported on the load cells, a mattress, a plurality of air pressure sensors, and a control system. The mattress includes a plurality of inflatable zones positioned on the frame, the mattress and frame cooperating to direct any patient load through the mattress and frame to the load cells. Each of the plurality of air pressure sensors measures the pressure in a respective inflatable zone of the mattress. The control system includes a controller operable to receive a separate signal from each of the plurality of load cells and each of the plurality of air pressure sensors and process the signals to identify motion of the patient.

Abstract: A patient support apparatus includes a cushion, a cover arranged over a top side of the cushion, and a sensor unit. The sensor unit is coupled to the cover and arranged to underlie a patient supported on the cover. The sensor unit includes a sensor configured to detect conditions near the interface of a patient's skin with the cover.

Abstract: A patient support apparatus comprises a plurality of load cells, a frame supported on the load cells, a mattress, a vibration sensor, and a control system. The mattress includes a plurality of inflatable zones positioned on the frame, the mattress and frame cooperating to direct any patient load through the mattress and frame to the load cells. The control system includes a controller operable to receive a separate signal from each of the plurality of load cells and the vibration sensor and process the signals to identify motion of the patient.

Abstract: A communications system for a healthcare facility receives speech from a patient, and converts the speech to text to determine a patient request. The system processes the speech to determine an emotion classifier, and generates a message containing the patient request and the emotion classifier. The system identifies a caregiver based on the patient request, and sends the message to the caregiver.

Abstract: A patient support apparatus comprises a plurality of load cells, a frame supported on the load cells, a mattress, a plurality of air pressure sensors, and a control system. The mattress includes a plurality of inflatable zones positioned on the frame, the mattress and frame cooperating to direct any patient load through the mattress and frame to the load cells. Each of the plurality of air pressure sensors measures the pressure in a respective inflatable zone of the mattress. The control system includes a controller operable to receive a separate signal from each of the plurality of load cells and each of the plurality of air pressure sensors and process the signals to identify motion of the patient. A motion classifier assesses major and minor motions based on the amplitude and frequency of patient movement and determines a mobility score for the patient.

Abstract: Technologies for efficiently producing documentation from voice data in a healthcare facility may include a compute device. The compute device may include circuitry configured to obtain, from a caregiver and in response to a determination that the caregiver is located in a room with a patient in a healthcare facility, voice data indicative of spoken information pertaining to the patient. The circuitry may be additionally configured to produce, from the obtained voice data, textual data indicative of the spoken information. Further, the circuitry may be configured to provide the textual data to another device for storage or presentation.

Abstract: Various techniques for determining risks to patients and care providers based on images are described herein. According to some examples, images of an individual in a clinical setting are identified. A risk that the individual will experience an adverse event, such as an injury, is calculated. An alert or report is output based on the risk.

Abstract: A method and apparatus for monitoring the respiration of a patient supported on a patient support apparatus through receiving signals from load cells supporting a patient on the patient support apparatus, processing the signals to characterize movement of the patient's center of mass, using the movement of the patient's center of mass, determine respiratory characteristic of the patient, and communicating the respiratory characteristic of the patient to a caregiver.

Abstract: A patient support apparatus comprise a first frame, a plurality of load cells positioned on the first frame, a second frame, and a control system. The control system includes a controller, the controller is operable to receive a separate signal from each of the plurality of load cells, process the signals to identify, based on transient changes in the forces measured by each of the plurality of load cells, motion of the patient, classify the motion of the patient, and, based on the classification, update a patient profile in a patient record to reflect the characterization of the patient motion.

Abstract: A patient support apparatus comprises a plurality of load cells, a frame supported on the load cells, a mattress, a plurality of air pressure sensors, and a control system. The mattress includes a plurality of inflatable zones positioned on the frame, the mattress and frame cooperating to direct any patient load through the mattress and frame to the load cells. Each of the plurality of air pressure sensors measures the pressure in a respective inflatable zone of the mattress. The control system includes a controller operable to receive a separate signal from each of the plurality of load cells and each of the plurality of air pressure sensors and process the signals to identify motion of the patient. The motion of the patient is further processed by the controller to characterize the nature of the patient motion and, based on the characterization of the patient motion, the controller automatically updates a patient profile in a patient record to reflect the characterization of the patient motion.

Abstract: A topper (38) for a bed extends in longitudinal and lateral directions and includes a fluid flowpath (60) for channeling fluid through the topper from an inlet (62) to an outlet (64). The flowpath is configured to distribute the fluid to a preferred target region (50) of the topper. A bed which includes the topper has a blower (72) connected to the topper inlet for supplying air (88) to the flowpath.

Abstract: Systems for voice control of medical devices in a healthcare facility are disclosed herein. The systems employ continuous speech processing software, voice recognition software, natural language processing software, and other software to permit voice control of the medical devices. Systems are also provided for distinguishing which medical device from among multiple medical devices in a patient room is the particular medical device to be controlled by voice input from a caregiver or a patient.

Abstract: A topper (38) for a bed extends in longitudinal and lateral directions and includes a fluid flowpath (60) for channeling fluid through the topper from an inlet (62) to an outlet (64). The flowpath is configured to distribute the fluid to a preferred target region (50) of the topper. A bed which includes the topper has a blower (72) connected to the topper inlet for supplying air (88) to the flowpath.

Abstract: A patient support apparatus includes a cushion, a cover arranged over a top side of the cushion, and a sensor unit. The sensor unit is coupled to the cover and arranged to underlie a patient supported on the cover. The sensor unit includes a sensor configured to detect conditions near the interface of a patient's skin with the cover.