Abstract: A bed-based ballistocardiogram (BCG) enables non-invasive cardiovascular monitoring of a patient on a patient bed. A method for bed-based BCG recordings includes (1) creating templates for standing BCG signals obtained from subjects in a prior study, and (2) quantifying the distance between these templates and BCG waveforms obtained in different body positions on the patient bed for a new set of subjects. The different body positions on the patient bed include supine, left lying, right lying, prone, and seated.

Abstract: ice 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 bed-based ballistocardiogram (BCG) enables non-invasive cardiovascular monitoring of a patient on a patient bed. A method for bed-based BCG recordings includes (1) creating templates for standing BCG signals obtained from subjects in a prior study, and (2) quantifying the distance between these templates and BCG waveforms obtained in different body positions on the patient bed for a new set of subjects. The different body positions on the patient bed include supine, left lying, right lying, prone, and seated.

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: 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: 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: 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 care system includes a mobile communication device, a remote server, and a patient support system that is in communication with either or both of the mobile communication device and the remote server. The mobile communication device may operate as a user interface for the patient support system. The remote server may provide computing power for the patient support system for resource intensive computing tasks.

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 care system includes a mobile communication device, a remote server, and a patient support system that is in communication with either or both of the mobile communication device and the remote server. The mobile communication device may operate as a user interface for the patient support system. The remote server may provide computing power for the patient support system for resource intensive computing tasks.

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: A care system includes a mobile communication device, a remote server, and a patient support system that is in communication with either or both of the mobile communication device and the remote server. The mobile communication device may operate as a user interface for the patient support system. The remote server may provide computing power for the patient support system for resource intensive computing tasks.

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: 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 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: 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: 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: Apparatus for assessing medical risks of a patient includes an analytics engine and equipment that provides data to the analytics engine. The equipment includes a patient support apparatus such as a patient bed, a nurse call computer, a physiological monitor, a patient lift, a locating computer of a locating system, and an incontinence detection pad. The analytics engine analyzes the data from the equipment to determine a sepsis risk score, a falls risk score, and a pressure injury score. The apparatus further include displays that are communicatively coupled to the analytics engine and that display the sepsis, falls, and pressure injury risk scores. The displays include a status board display located at a master nurse station, an in-room display provided by a room station of a nurse call system, an electronic medical records (EMR) display of an EMR computer, and a mobile device display of a mobile device of a caregiver assigned to the patient.

Abstract: A patient monitoring system comprises a contactless monitoring unit having a contactless patient monitor and operable to communicate with equipment in a patient room and components of hospital information system. The patient monitoring system implements methods for detecting and optimizing signals from a patient supported on a patient support apparatus. The patient monitoring unit includes a power source and a controller. The contactless patient monitor includes a first detector, an emitter, and a controller. The controller processes signals from the first detector and vary the operation of the emitter to change the environment in the field of the detector such that the signals detected by the first detector are optimized.