Abstract: A medical ventilator (100, 200) including a first user interface (114) having a touch-sensitive display having a display area; and at least one controller (104) which determines whether a second user interface (122, 222) having a touch-sensitive display is coupled to the medical ventilator, enables the first user interface when it is determined that the second user interface is not coupled to the medical ventilator, and enables the second user interface when it is determined that the second user interface is coupled to the medical ventilator.

Abstract: The disclosure is directed towards posture-responsive therapy. To avoid interruptions in effective therapy, an implantable medical device may include a posture state module that detects the posture state of the patient and automatically adjusts therapy parameter values according to the detected posture state. A system may include a memory that stores posture state definitions, a posture state module that records a plurality of postures of a patient over a period of time, and a processor that identifies a set of the plurality of postures that fall within a posture state, and redefines a boundary of the posture state based on where the postures fall within the posture state.

Abstract: Systems, methods, and computer program product embodiments are disclosed for processing and displaying multiple signals in near real-time. An embodiment operates by processing, using a first digital signal processor (DSP) of a first signal module, a first packet associated with a first signal. The embodiment also processes, using a second DSP of a second signal module, a second packet associated with a second signal. The embodiment equalizes a first processing delay associated with the first DSP with a second processing delay associated with the second DSP such that the first DSP completes processing of the first packet approximately simultaneously with the second DSP completing processing of the second packet. The embodiment then displays the processed first packet approximately simultaneously with the display of the processed second packet.

Abstract: There is provided a method of creating a presentation of a current awake-energy level, comprising: computing an estimate of initial awake-energy at a wake-up time of a target individual according to sleep-parameters computed according to a time interval that includes a previous night sleep, computing an estimate of a current awake-energy of the target individual indicative of a remaining amount of an estimated maximal amount of available awake-energy, computed according to the initial awake-energy and according to awake-parameters computed for an awake-time interval based on output of sensor(s) comprising: a physiological sensor that senses a physiological parameter, and/or an activity sensor that senses an activity, and outputting, via a user interface, an indication of the current awake-energy, wherein the computing the current awake-energy and the outputting are dynamically iterated over the awake-time interval while the target individual is awake.

Abstract: The technology herein relates to a troubleshooting system for remote patient monitoring. A plurality of triggering conditions defines a data transmission error between a sensor and a remote location. A data transmission log is configured to receive characterization data defining each successful data transmission between a communicator and the remote location. An input user interface is configured to receive input from a user and an output user interface is configured to provide notification to a user. Processing circuitry is in communication with the input interface and the output interface, where the processing circuitry is configured to compare each of the triggering conditions to the characterization data to identify a data transmission error. Upon identification of the data transmission error, the processing circuitry causes the output interface to present a query to the user.

Abstract: An apparatus and a method of monitoring fat burning in a subject non-invasively by measuring electric conductivity or resistance on the skin.

Abstract: A method includes applying electrical stimulation therapy via an electrode relative to an upper-airway-patency-related nerve to treat obstructive sleep apnea. A level of the electrical stimulation therapy is assessed.

Abstract: An ECG sensor chip used in a wearable appliance includes; a switch controlled —by a switching signal, an amplifier that amplifies a difference between first and second ECG signals, and a location indicator that generates the switching signal. The switch passes either a first ECG signal or second ECG signal in response to the switching signal.

Abstract: An exemplary method includes determining a variability of a plurality of measurements of a cardiovascular parameter of a patient suffering from hypertension, the plurality of measurements recorded one at a time over a predetermined time period. The method further includes comparing the determined variability with a predetermined reference value. If the comparing indicates that the determined variability is less than the predetermined reference value, the method includes designating the patient to be within a first class of patients representative of patients that are likely to be responsive to subcutaneous neuromodulation therapy as a treatment for hypertension. If the comparing indicates that the determined variability is greater than the predetermined reference value, the method includes designating the patient to be within a second class of patients representative of patients that are likely to be unresponsive to subcutaneous neuromodulation therapy as a treatment for hypertension.

Abstract: A system and method are provided for diagnosis of animal respiratory diseases using auscultation techniques. Animal lung sounds are recorded and stored as digitized data. Algorithms are applied to the data producing an output indicative of the health of the animal. Another method determines effectiveness of antibiotics administered to animals based upon observed relationships between lung score categories obtained from auscultation. A comparison is made between sample populations of animals that receive different classifications of antibiotics, and this data is compared to lung score categories observed for each of the animals that received the antibiotics. A statistical analysis is conducted to confirm statistical differences in case fatality rates between lung score categories.

Abstract: The invention provides a body-worn monitor featuring a processing system that receives a digital data stream from an ECG system. A cable houses the ECG system at one terminal end, and plugs into the processing system, which is worn on the patient's wrist like a conventional wristwatch. The ECG system features: i) a connecting portion connected to multiple electrodes worn by the patient; ii) a differential amplifier that receives electrical signals from each electrode and process them to generate an analog ECG waveform; iii) an analog-to-digital converter that converts the analog ECG waveform into a digital ECG waveform; and iv) a transceiver that transmits a digital data stream representing the digital ECG waveform (or information calculated from the waveform) through the cable and to the processing system. Different ECG systems, typically featuring three, five, or twelve electrodes, can be interchanged with one another.

Abstract: A method of monitoring and/or diagnosing an autoregulation mechanism of blood pressure of a living being using an ECG signal includes recording the ECG signal of the living being, and the recording a pulse wave curve synchronously with the recording of the ECG signal. Heart rate intervals are determined from the ECG signal. A pulse wave transit time is determined for each heart rate interval from the pulse wave curve. A plurality of significant changes in the pulse wave transit times are determined according to a specified criterion. One respective heart rate interval correlated in time with each significant change in the pulse wave transit times is selected as an anchor point. A determined limited number of temporally successive heart rate intervals temporally before and/or after each anchor point are selected to thus generate a limited sequence of heart rate intervals for each anchor point.

Abstract: The invention provides a signal synchronization device, which obtains electrocardiographic, heart sound signal calibration factors by performing time domain and frequency domain transformations for an electrocardiographic signal and a heart sound signal, and thereby performs calibration for the electrocardiographic signal and the heart sound signal to synchronize the electrocardiographic signal and the heart sound signal in time domain, such that a diagnosis rate for cardiovascular disease is increased. Moreover, the invention further provides a stethoscope with signal synchronization processing, an auscultation information output system and a symptom diagnosis system capable of signal synchronization.

Abstract: The present disclosure pertains to a system (10) configured to determine spectral boundaries (216, 218) for sleep stage classification in a subject (12). The spectral boundaries may be customized and used for sleep stage classification in an individual subject. Spectral boundaries determined by the system that are customized for the subject may facilitate sleep stage classification with higher accuracy relative to classifications made based on static, fixed spectral boundaries that are not unique to the subject. In some implementations, the system comprises one or more of a sensor (16), a processor (20), electronic storage (22), a user interface (24), and/or other components.

Abstract: A wearable patch system includes an electrocardiogram (ECG) sensor having electrodes configured to contact a subject. An electronic stethoscope has a diaphragm structure responsive to sounds from the subject. The ECG sensor and the electronic stethoscope are co-located to measure respective parameters concurrently from a same position. A housing is configured to support the diaphragm structure and the electrodes. The housing includes a mechanical interface configured to mount on the subject. A communications circuit is disposed on or in the housing to communicate with a remote component.

Abstract: A method of automatically determining which type of treatment is most appropriate for a cardiac arrest victim, the method comprising transforming one or more time domain electrocardiogram (ECG) signals into a frequency domain representation comprising a plurality of discrete frequency bands, combining the discrete frequency bands into a plurality of analysis bands, wherein there are fewer analysis bands than discrete frequency bands, determining the content of the analysis bands, and determining the type of treatment based on the content of the analysis bands.

Abstract: Physiological monitoring can be provided through a wearable monitor that includes two components, a flexible extended wear electrode patch and a removable reusable monitor recorder. The wearable monitor sits centrally on the patient's chest along the sternum oriented top-to-bottom. The placement of the wearable monitor in a location at the sternal midline (or immediately to either side of the sternum) benefits extended wear by removing the requirement that ECG electrodes be continually placed in the same spots on the skin throughout the monitoring period. The wearable monitor can interoperate wirelessly with other physiology and activity sensors and mobile devices, and can include cellular phone capabilities. The power usage of the wireless communication can be reduced by using a low energy wireless transceiver in the monitor. The monitor detects that the monitor has been adhered to the patient and begin collecting physiological data after such detection, preserving battery power.

Abstract: A bio-information acquiring terminal for acquiring bio-information includes a bath device. The bath device is provided with a bio-information measuring unit configured to measure bio-information of a user taking a bath, and a fingerprint authentication unit configured to specify the user. According to the above configuration, it is possible to easily manage daily changes of the health condition of the user in his or her daily life.

Abstract: A system to generate medical monitor alarm settings (10) which includes a normative analyzer (36) and/or observational analyzer (48) configured to receive (130) data from logs (32, 34) of a plurality of medical monitors (12), and generate (134, 138) one or more suggested alarm settings (26) based on a constructed model of the received log data.

Abstract: In one aspect, the present disclosure relates to a method including obtaining, by a fitness tracking device, a plurality of heart rate measurements of the user over a period of time, wherein the plurality of heart rate measurements can include heart rate data from a heart rate sensor of the fitness tracking device; analyzing, by the fitness tracking device, the plurality of heart rate measurements to determine a rate of change of a heart rate of the user during the period of time; determining, by the fitness tracking device, that the user is experiencing an onset phase if the rate of change of the heart rate during the period of time is greater than zero; determining, by the fitness tracking device, that the user is experiencing a cool-down phase if the rate of change of the heart rate during the period of time is less than zero; estimating, by the fitness tracking device, a first rate of energy expenditure of the user if the user is experiencing an onset phase using an onset calorimetry model; and estimating

Abstract: An ECG device comprising limb leads and chest wall leads is described which is also suitable for deriving the hemodynamic activity of the heart and the function of the vessels and, respectively, also for evaluating the fluid equilibrium. This is achieved in that at least part of the electrodes of the multichannel ECG is developed with additional embodiments for physical emissions and measurements, for example, electric current and voltage, pressure, sound vibrations, light, and that an electrode is provided for the current supply and, respectively, the voltage measurement at the upper thorax aperture. Furthermore, an alternating current field is built up between the electrodes or, respectively, the distance between the electrodes is used as an ion conductor.

Abstract: One innovative aspect is directed to heart rate data collection. In some implementations, a circuit includes a light detector for generating a first electrical signal based on received light. The circuit includes a switching circuit, having a first and a second configuration, configured to receive a first voltage signal based on the first electrical signal and to switch among the first and the second configurations. The circuit includes first and second sampling circuits for sampling a value of the first voltage signal when the switching circuit is in the first configuration and second configurations, respectively. The circuit includes an ambient light cancellation circuit for generating a current signal to counter a first component of the first electrical signal when the first switching circuit is in the first configuration.

Abstract: An integrated health care delivery network with enabling software and network technology to maximize bed resources, manage varying census levels, and avoid patient diversions through real-time monitoring, automation and communication, is disclosed. Preferably, the present invention is embodied in a bed management system that interfaces with and complements existing Admission/Discharge/Transfer (ADT) systems. The bed management system is an easy-to-use business intelligence application that is designed to allow administrators, clinicians and managers to easily access, analyze and display real-time patient and bed availability information from ancillary information systems, databases and spreadsheets. It enables users to see trends and relationships in hospital (bed) management data directly from their desktop personal computers.

Abstract: A wrist worn heart rate monitor includes a photoplethysmogram (PPG) sensor and an inertial sensor. Signals from the inertial sensor are used to identify and remove noise from the PPG signals. An initial heart rate value is selected from a number of heart rate candidates that remain in the resulting PPG spectrum and is used to track the heart rate of the user. The PPG spectrum is monitored while tracking the heart rate to determine if the selected initial heart rate value is in error. The PPG spectrum may be monitored by determining a correlation of possible heart rate candidates in each PPG spectrum to the previous heart rate candidates and resetting the heart rate value accordingly. Additionally or alternatively, the PPG spectrum may be monitored by determining when only a single heart rate candidate is present in consecutive PPG spectra and resetting the heart rate value accordingly.

Abstract: A system for electronic patient care includes a hub. The hub is configured to monitor a patient-care device. The sandbox may be configured to control access to at least one of a hardware resource and a software resource. The hub is further configured to identify the patient-care device and execute an application to monitor the patient-care device. The hub executes the application within the sandbox component such that the application accesses the at least one of the hardware resource and the software resource through the sandbox component. The hub may be further configured to control the patient-care device. The hub may be further configured to receive an identification from the patient-care device and download the application from a server associated with the identification. The hub may be further configured to receive an identification from the patient-care device and update the application from a server associated with the identification.

Abstract: Implantable medical systems enter an exposure mode of operation, either manually via a down linked programming instruction or by automatic detection by the implantable system of exposure to a magnetic disturbance. A controller then determines the appropriate exposure mode by considering various pieces of information including the device type including whether the device has defibrillation capability, pre-exposure mode of therapy including which chambers have been paced, and pre-exposure cardiac activity that is either intrinsic or paced rates. Additional considerations may include determining whether a sensed rate during the exposure mode is physiologic or artificially produced by the magnetic disturbance. When the sensed rate is physiologic, then the controller uses the sensed rate to trigger pacing and otherwise uses asynchronous pacing at a fixed rate.

Abstract: A health tracking system configured to provide activity, nutrition, health, and sleep data to a user. The health tracking system comprises a personal electronic device configured to receive health data obtained by a sensor device and/or manually input by the user and display personal metrics on a display screen. A subjective nutrition rating prompt is also provided to the user, which includes a plurality of simplified nutrition rating options, each of the simplified nutrition rating options providing a subjective nutrition consumption estimate. The personal electronic device is further configured to receive the simplified nutrition rating options input by the user and display nutrition estimate metrics on the display screen.

Abstract: Disclosed herein are embodiments of novel WPT systems, devices, and methods of using the same. Also disclosed herein are methods for controlling the power delivered from a stationary source (e.g., a primary coil) to a moving telemetric device (e.g., a secondary coil) via magnetic resonance coupling. The systems, device, and methods described herein can be used to tune and/or detune resonant frequency between a primary coil and a telemetric device so as to prevent device malfunction and/or tissue damage for the small animals associated with the telemetric device.

Abstract: A drowsiness detection device includes a memory; and a processor coupled to the memory and the processor configured to calculate a respiration variation period based on heartbeat interval data which is generated based on data that is obtained from a heartbeat sensor; predict a subsequent period structure of the respiration variation based on the calculated respiration variation period; determine whether or not an abnormal signal is mixed in the heartbeat interval data by comparing the heartbeat interval data during sequential update and the predicted subsequent period structure; and replace the respiration variation period which corresponds to the heartbeat interval data that includes the abnormal signal with the predicted subsequent period structure in a case where it is determined that the abnormal signal is mixed.

Abstract: Certain aspects of the disclosure are directed to an apparatus including a scale and external circuitry. The scale includes a platform, and data-procurement circuitry for collecting signals indicative of the user's identity and cardio-physiological measurements. The scale includes processing circuitry to process data obtained by the data-procurement circuitry, generate cardio-related physiologic data, and send user data to the external circuitry. The external circuitry validates the user data as concerning a specific user, correlates the user data with a user profile of the user, provides a clinical indication using the user data, and controls access to the user profile by allowing access to the clinical indication and the user data to or by a physician and not allowing access to the clinical indication to the user until the user provides an input indicating interest in the clinical indication and the physician provides a prescription for the clinical indication.

Abstract: Methods, apparatuses and wearable devices for measuring an ECG signal for a user wearing a wearable device includes when the ECG signal is measured in a first mode, receiving the ECG signal by an ECG sensor from a closed circuit formed by a first ECG sensor electrode and a second ECG sensor electrode, in which the wearable device includes a main body detachable to the wearable device, a connecting portion, and electrode patches, and the main body includes the ECG sensor, the first ECG sensor electrode, and the second ECG sensor electrode, and when the ECG signal is measured in a second mode, receiving the ECG signal by the ECG sensor from a closed circuit formed by electrodes of the electrode patches, in which the ECG sensor is in the main body and the main body is connected to the electrode patches.

Abstract: Systems, methods, and computer program product embodiments are disclosed for processing and displaying multiple signals in near real-time. An embodiment operates by processing, using a first digital signal processor (DSP) of a first signal module, a first packet associated with a first signal. The embodiment also processes, using a second DSP of a second signal module, a second packet associated with a second signal. The embodiment equalizes a first processing delay associated with the first DSP with a second processing delay associated with the second DSP such that the first DSP completes processing of the first packet approximately simultaneously with the second DSP completing processing of the second packet. The embodiment then displays the processed first packet approximately simultaneously with the display of the processed second packet.

Abstract: Methods for determining performance information for an object located within an area include obtaining magnetic field information for the area, measuring first magnetic field data when the object is located at a first position within the area, and determining performance information for the object within the area based on the magnetic field information for the area and the first magnetic field data.

Abstract: A breathing apparatus and system include a breathing apparatus having a display, an internal memory unit, and a processing unit, and optionally an interface for connecting at least an external memory unit to the apparatus; optionally an external memory unit connectable to the breathing apparatus via the interface; wherein the processing unit is in operative communication with the display, the internal memory unit, and/or the external memory unit when connected to the apparatus via the interface, and the processing unit is configured to provide on at least a portion of the display, a user selectable background stored on at least one of the internal and/or external memory unit, such as a background image, or a background color different than a factory default background color that is not selectable by a user.

Abstract: Embodiments of the present disclosure provide techniques and configurations for an apparatus for a user's physiological context measurements. In one instance, the apparatus may include a processing block and first and second piezoelectric sensors coupled with the processing block. The first and second sensors may include respectively first and second electrodes to provide contact with a user's body in response to mounting of the apparatus on the user's body. The processing block may comprise a multi-modal sensing system configured to perform measurements of a user's physiological context during the contact of the user's body with the first and second electrodes, based at least in part on a voltage signal generated by the user's body and provided to the processing block via the first and second electrodes. Other embodiments may be described and/or claimed.

Abstract: In one embodiment, a processor includes at least one core to execute instructions and a power controller coupled to the at least one core. The power controller may include a first logic to cause the at least one core to exit an idle state and enter into a maximum performance state for a first time duration, thereafter enter into an intermediate power state for a second time duration, and thereafter enter into a sustained performance state. Other embodiments are described and claimed.

Abstract: A wearable monitoring device includes a plurality of cardiac sensing electrodes, a monitor, at least one motion sensor, and a controller. The plurality of cardiac sensing electrodes are positioned outside a body of a subject and to detect cardiac information of the subject. The monitor administers a predetermined test to the subject, and has a user interface configured to receive quality of life information from the subject. The at least one motion sensor is positioned outside the body of the subject and to detect subject motion during the predetermined test. The controller is communicatively coupled to the plurality of cardiac sensing electrodes, the monitor, and the at least one motion sensor, and receives and stores the detected cardiac information, the quality of life information, and the detected subject motion.

Abstract: A medical device capable of determining its location is provided. The medical device comprises a memory, one or more antennas, one or more processors coupled with the memory and the one or more antennas, a location manager component executable by the one or more processors. The location manager component is configured to receive first location information from a first location information source and second location information from a second location information source, to rank the first location information source and the second location information source according to a hierarchy of location information sources, the hierarchy of location information sources specifying that the first location information source is of higher rank than the second location information source, determine an approximate location of the medical device based on the first location information, and improve the accuracy of the approximate location based on the second location information.

Abstract: Systems, methods and apparatuses for monitoring cardiac activity of an individual using a conformal cardiac sensor device are presented herein. A conformal cardiac sensor device for analyzing cardiac activity includes a flexible substrate for coupling to the user, and a heart sensor component embedded on/in the substrate. The heart sensor component contacts a portion of the user's skin and measures electrical variable(s) indicative of cardiac activity. A biometric sensor component is embedded on/in the flexible substrate and measures physiological variable(s) indicative of cardiac activity of the user. A microprocessor, which is embedded on/in the flexible substrate, is communicatively coupled to the heart sensor component and biometric sensor component and operable to execute microprocessor executable instructions for controlling the measurements of electrical data and physiological data.

Abstract: Devices and methods for detecting physiological target event such as events indicative of HF decompensation status are described. A medical device is configured to receive at least a first and a second chronic condition indictors of a patient, receive one or more physiologic signals from the patient, and generate a plurality of signal metrics when the first and the second chronic condition indicators meet their respective criterion. The medical device can detect the target event or condition using one or more patient-specific signal metrics selected from a group including both the first and the second set of the signal metrics. The medical device and the methods can be configured to detect an event indicative of HF decompensation.

Abstract: Embodiments include a method of determining an oxygen content in a bodily tissue or in blood of a human or animal body, wherein a variable representative of oxygen content in the bodily tissue or in the blood is detected at least over one cardiac cycle and is correlated with a contraction state of a heart. Embodiments include a device configured to be inserted into the human or animal body, wherein the device includes at least one sensor unit that detects a signal representative of an oxygen content along a measurement path. Embodiments include a reflector provided on the device, wherein the reflector is arranged in the measurement path between a transmitter and a receiver of the at least one sensor unit to reflect the signal.

Abstract: A profile of a user may be constructed having at least one profile entry. A device having an integrated sensor assembly including at least one sensor may be associated with the user and operated according to a sensor configuration. Sensor data may be processed to extract a feature. Entry data may be determined for a profile entry based on the extracted feature so that the profile entry may incorporate the determined entry data. An exchangeable profile may be derived from the constructed profile, for example by using privacy data, and compensation from a third party may be received in return for the exchangeable profile.

Abstract: Method and system for monitoring stress level of a subject. Beat-to-beat time variation and stroke volume variation of the heart a subject are obtained simultaneously, and a stress level indication is determined as a function of the beat-to-beat time variation and the relative stroke volume variation. More accurate and reliable estimates for stress level may be obtained.

Abstract: A wearable patch system includes an electrocardiogram (ECG) sensor having electrodes configured to contact a subject. An electronic stethoscope has a diaphragm structure responsive to sounds from the subject. The ECG sensor and the electronic stethoscope are co-located to measure respective parameters concurrently from a same position. A housing is configured to support the diaphragm structure and the electrodes. The housing includes a mechanical interface configured to mount on the subject. A communications circuit is disposed on or in the housing to communicate with a remote component.

Abstract: An embodiment of the present invention not only protects user's privacy but also reliably notifies a user of a change in state of an external communication device. A state change notification device (1) includes: an information receiving section (11) that receives state change information in a case where a change in state occurs in a device (100, 200, 300, or 400) in which an external communication device (500) or the state change notification device (1) is provided; and an expansion control section (12) that controls inflation of a balloon (24) provided in a wristwatch-type communication device (100) so that an inner pressure of the balloon (24) will be a user-perceivable pressure.

Abstract: In some examples, this disclosure describes a method for identifying a position within a patient for a first implantable medical device (IMD) to be implanted to facilitate tissue conductive communication (TCC) between the first IMD and a second IMD implanted within the patient. In some examples, the method includes storing model data that associates patient parameter data and second IMD position data with first IMD positions based on TCC communication performance, receiving patient parameter data indicating one or more anatomical or physiological parameters of the patient, receiving second IMD position data, performing analysis by at least one of comparing the model data to the patient parameter data and the second IMD position data, performing real-time computer simulations, or a combination of comparing and performing simulations, and outputting to a user an indication of the position for the first IMD to be implanted within the patient based on the analysis.

Abstract: A cardiac monitoring device includes: at least one sensing electrode for obtaining an electrocardiogram (ECG) signal from a patient; a processing unit comprising at least one processor operatively coupled to the at least one sensing electrode; and at least one non-transitory computer-readable medium comprising program instructions that, when executed by the at least one processor, causes the cardiac monitoring device to: obtain the ECG signal from the at least one sensing electrode; determine a transformed ECG signal based on the ECG signal; extract at least one value representing at least one feature of the transformed ECG signal; provide the at least one value to determine a score associated with the ECG signal, thereby providing an ECG-derived score; compare the ECG-derived score to a predetermined threshold score determined by machine learning; and provide an indication of a cardiac event if the ECG-derived score is one of above or below the predetermined threshold score determined by the machine learning

Abstract: A body surgical suit to be worn by surgery patients during surgical procedures, said body surgical suit being configured to encase the limbs and torso of a patient is described. The body surgical suit has one or more openings allowing to access one or more portions of the body of a patient wearing the body surgical suit, one or more sensors configured to monitor the patient's vital signs, a control monitor configured to control operation of the sensors, and selectively operatable contractive elements arranged in the legs and/or arms portions and configured to allow peristaltic movement of blood in the arms and legs of a patient wearing the body surgical suit.

Abstract: A system for detecting valvular malfunction includes a monitoring device and a processor. The monitoring device includes a heart sound sensor configured to detect heart sounds of the patient, and a signal processor. The processor is configured to receive a signal representative of the detected heart sounds from the signal processor, wherein the processor is configured to compare the signal to a baseline signal stored in memory. The processor may be part of the monitoring device or may be part of an external device, or both.

Abstract: A risk-based patient monitoring system for critical care patients combines data from multiple sources to assess the current and the future risks to the patient, thereby enabling providers to review a current patient risk profile and to continuously track a clinical trajectory. A physiology observer module in the system utilizes multiple measurements to estimate Probability Density Functions (PDF) of a number of Internal State Variables (ISVs) that describe a components of the physiology relevant to the patient treatment and condition. A clinical trajectory interpreter module in the system utilizes the estimated PDFs of ISVs to identify under which probable patient states the patient can be currently categorized and assign a probability value that the patient will be in each of the identified states. The combination of patient states and their probabilities is defined as the clinical risk to the patient.