Abstract: A monitoring non-invasive device for handling of sleep apnea, snoring and emergency situations operates for breathing assistance by means of transdermal stimulation of muscle groups including the pectoralis majoris, the serratus anterior, and the abdominal muscles. A wrist mounted version may alarm drivers or others requiring focus or concentration when they fall asleep and may alert a medical center. The invention may have a pulse oximeter on a person's wrist/finger to monitor their breathing while asleep, and in the event of a serious snoring or sleep apnea episode, activate the breathing assistance pulses.

Abstract: There is provided a method and apparatus for determining at least one of a position and an orientation of a wearable device on a subject. At least one physiological characteristic signal is acquired from a subject (402). The acquired at least one physiological characteristic signal from the subject has one or more characteristics indicative of at least one of a position and an orientation of a wearable device on the subject. The at least one of the position and orientation of the wearable device on the subject is determined based on the one or more characteristics indicative of the at least one of the position and orientation of the wearable device on the subject (404).

Abstract: The present technology relates to an image capturing apparatus and an electronic device that are capable of reducing noise. A photoelectric conversion element, a conversion unit configured to convert a signal from the photoelectric conversion element into a digital signal, and a control unit configured to control current flowing to an analog circuit on the basis of an output signal from the conversion unit are provided. The conversion unit converts the signal from the photoelectric conversion element into a digital signal by using a slope signal having a level that monotonically decreases as time elapses. The control unit performs control to increase or reduce current flowing to the analog circuit in a case where the output signal has a large level. The present technology is applicable to, for example, an image capturing apparatus.

Abstract: Traditionally arousal classification has been broadly done in multiple classes but have been insufficient to provide information about how arousal level of user changes over time. Present disclosure propose a continuous and unsupervised approach of monitoring the arousal trend of individual from his/her heart rate by obtaining instantaneous HR for time windows from a resampled time series of RR intervals obtained from ECG signal. A measured average heart rate (a measured HR) is computed from instantaneous HR specific to user for each time window thereby estimating apriori state based on a last instance of an aposteriori state initialized and observation of a state space model of Kalman Filter is determined for computing error and normalizing thereof which gets compared with a threshold for continuous monitoring of arousal trend of the user. The aposterior state is further updated using Kalman gain computed based on measurement noise determined for state space model.

Abstract: The invention provides a neck-worn sensor for simultaneously measuring a blood pressure (BP), pulse oximetry (SpO2), and other vital signs and hemodynamic parameters from a patient. The neck-worn sensor features a sensing portion having a flexible housing that is worn entirely on the patient's chest and encloses a battery, wireless transmitter, and all the sensor's sensing and electronic components. It measures electrocardiogram (ECG), impedance plethysmogram (IPG), photoplethysmogram (PPG), and phonocardiogram (PCG) waveforms, and collectively processes these to determine the vital signs and hemodynamic parameters. The sensor that measures PPG waveforms also includes a heating element to increase perfusion of tissue on the chest.

Abstract: A garment for real time detection of body deformation during an image scan includes a front portion, made of a compression material and having a plurality of fiber Bragg gratings (FBGs). The garment includes a plurality of light emitters, each light emitter configured to pulse light waves through a corresponding FBGs and a plurality of light sensors, each light sensor attached to a corresponding FBG and configured to receive pulsed light waves. A processor obtains data through a data acquisition module configured to receive from the light sensors peak wavelengths reflected by the FBG Based on the effective shifts of the Bragg wavelengths of the FBGs aligned along the cartesian coordinate system, the processor may correct acquired image data or re-direct an external beam treatment to compensate for body deformation during an image scan.

Abstract: An earpiece configured to be positioned within an ear canal of a subject includes a housing, a sensor assembly disposed within the housing, and a cover removably secured to a free end of the housing. The sensor assembly includes at least one optical emitter and at least one optical detector. The cover includes at least one light guide configured to guide light from the at least one optical emitter and/or guide light from the ear of the subject to the at least one optical detector. The cover also includes a plurality of stabilizing members extending outwardly from an outer surface of the cover adjacent the at least one light guide. The earpiece may also include at least one ear support fitting associated with the housing that is configured to stabilize the earpiece within the ear canal.

Abstract: Examples described herein relate to apparatus and methods for determining access to a financial account held by a customer of a financial institution, including, but not limited to, determining, by a processor of a financial institution computing system, an adverse event that causes death or incapacitation to the customer based on an adverse event message received from a user device associated with the customer, and in response to determining the adverse event, granting, by the processor, the access to the financial account held by the customer to a designee.

Abstract: A method of detecting a subject's physiological status, seizure state, or seizure type with limb-based accelerometers identifying a favored accelerometer or limb that provides a better sensitivity or false positive rate as compared to other accelerometers or limbs. The detection method may include determining whether the seizure conforms with an anticipated seizure type, and determining whether to base a seizure detection on data from the favored or un-favored accelerometers or limbs. The method may also include applying a weighing factor to base the detection on data obtained primarily from the favored accelerometer or limb or to not rely on data obtained primarily from un-favored accelerometers or limbs. The method may also include comparing data obtained from a favored accelerometer or limb with data obtained from other accelerometers or limbs or obtained from detection devices using ECG or EEG. An alert may be generated based on the detection of a seizure.

Abstract: A method and system for combining data obtained by sensors, having particular application in the field of navigation systems, are disclosed. The techniques provide significant improvement over state-of-the-art Markovian methods that use statistical noise filters such as Kalman filters to filter data by comparing instantaneous data with the corresponding instantaneous estimates from a model. In contrast, the techniques disclosed herein use multiple time periods of various lengths to process multiple sensor data streams, in order to combine sensor measurements with motion models at a given time epoch with greater confidence and accuracy than is possible with traditional “single epoch” methods. The techniques provide particular benefit when the first and/or second sensors are low-cost sensors (for example as seen in smart phones) which are typically of low quality and have large inherent biases.

Abstract: A mount for a device configured to monitor the movements or other activities of patient. Aspects include a monitoring unit and base, where the base may further include a pad with one or more pins extending into the base. The pad may be positioned inside a garment worn by a patient, the pins passing through the garment and electrically connecting to circuits in the fabric of the garment (e.g. a sock worn by the patient). The circuits may include sensors which are response to changes in pressure caused by patient movement. Output from the sensors may be carried by the circuits in the garment to the pins in the pad, and from there through the garment and into the base and the monitoring unit for processing and reporting to caregivers as needed.

Abstract: A method for providing a therapeutic benefit to a person is disclosed which includes a processor that executes a first function to determine a physiological parameter from one or more physiological sensors positioned on the person and then the processor executes a second function to determine at least one second physiological parameter from the one or more physiological sensors or an environmental parameter from one or more environmental sensors associated with the location of the person. Next, the processor uses either the first and second physiological parameters or the first physiological parameter and the environmental parameter to determine whether to apply bi-lateral stimulation to the person; activating first and second stimulators positioned bi-laterally on the person to initiate bi-lateral stimulation for a therapeutically effective time period when the processor determines to apply bi-lateral stimulation.

Abstract: Computer implemented methods and systems operating on real-time data derived from a plurality of data sources for supporting user-definable rules and providing user notifications for providing user notifications and smart alarms. A user-interface configured to dynamically display a parameter and toggle between a tabular display and a graphical display is generated. At least one of a user-defined rule or a threshold value associated with the parameter from a user-interface element is received. A notification is provided to a user when the parameter satisfies the user-defined rule or exceeds the threshold value.

Abstract: The invention provides a neck-worn sensor for simultaneously measuring a blood pressure (BP), pulse oximetry (SpO2), and other vital signs and hemodynamic parameters from a patient. The neck-worn sensor features a sensing portion having a flexible housing that is worn entirely on the patient's chest and encloses a battery, wireless transmitter, and all the sensor's sensing and electronic components. It measures electrocardiogram (ECG), impedance plethysmogram (IPG), photoplethysmogram (PPG), and phonocardiogram (PCG) waveforms, and collectively processes these to determine the vital signs and hemodynamic parameters. The sensor that measures PPG waveforms also includes a heating element to increase perfusion of tissue on the chest.

Abstract: Example methods disclosed herein to resolve media source detection ambiguities include detecting an ambiguity condition associated with media source detection when monitoring media presented by a media output device in communication with at least two media source devices, and in response to detecting the ambiguity condition, determining a source of the media output from the media output device using motion data reported by accelerometers affixed to remote control devices associated with the at least two media source devices. Example methods disclosed herein to resolve simulcast crediting ambiguities include detecting an ambiguity condition associated with simulcast broadcasting when monitoring media presented by a media output device, and in response to detecting the ambiguity condition, adjusting a time associated with a channel change using motion data reported by an accelerometer affixed to a remote control device associated with the media output device.

Abstract: A method is provided for acquiring and transmitting biometric data (e.g., vital signs) of a user, where the data is analyzed to determine whether the user is suffering from a viral infection, such as COVID-19. The method includes using a pulse oximeter to acquire at least pulse and blood oxygen saturation percentage, which is transmitted wirelessly to a smartphone. To ensure that the data is accurate, an accelerometer within the smartphone is used to measure movement of the smartphone and/or the user. Once accurate data is acquired, it is uploaded to the cloud (or host), where the data is used (alone or together with other vital signs) to determine whether the user is suffering from (or likely to suffer from) a viral infection, such as COVID-19. Depending on the specific requirements, the data, changes thereto, and/or the determination can be used to alert medical staff and take corresponding actions.

Abstract: A patient monitoring system includes an electroencephalography (EEG) monitor and an EEG sensor array. The EEG sensor array includes a plurality of electrodes configured to acquire EEG signals from a patient. The EEG monitor may be configured to calculate one or more depth of anesthesia indices for the patient based on received EEG signals from the EEG sensor array. Additionally, the EEG monitor may be configured to generate and display a topographic color map of the calculated depth of anesthesia indices.

Abstract: Disclosed herein are system, method and/or device embodiments for using a wireless mouthguard with pressure sensors for measuring bite compression forces generated by a bruxism patient during sleep. A system comprises a mouthguard and a microelectromechanical system (MEMS) coupled to a portion of the mouthguard covering an axial plane of a tooth. The MEMS comprises an antenna, a capacitive sensor, a microcontroller, and a power supply. The sensor generates sensor signals corresponding to a force generated by a mouthguard wearer's bite. The MEMS may then transmit data describing the wearer's bite force over a period of time to an external computing device for display and analysis.

Abstract: A real-time automated method to diagnose and/or detect stroke and engage the patient, care-takers, emergency medical system and stroke neurologists in the management of this condition includes the steps of continuously measuring natural limb activity, conveying the measurements to a cloud based real-time data processing system, identifying patient specific alert conditions, and determining solutions for acting upon needs of the patient. The system by which the method is implemented includes at least one body worn sensor continuously measuring natural limb activity and a patient worn data transmission device conveying the measurements to a cloud based real-time data processing system that identifies patient specific alert conditions and determines solutions for acting upon needs of the patient.

Abstract: A method in the field of health related fitness is disclosed for preparing and monitoring a customized exercise prescription based on scientific and concrete data and by activating all of the fitness components, and includes the process steps of dividing the strength component value into three separate sub components as lower extremity strength, upper extremity strength and trunk strength, creating an image of fitness map on the display (screen) which shows the ratios of fitness component values according to the age- and gender-related norms, determining exercise strategy by putting the fitness components of a person in order with respect to their priority of effect to health in accordance with the measurements of fitness components of a person, and preparing an exercise prescription which will provide simultaneous improvement of fitness components of a person.

Abstract: A heart-rate monitoring system for a monitoring subject for increasing performance improvement efficiency by the monitoring subject includes a heart-rate monitoring device having a sensor. The sensor is not in direct physical contact with the monitoring subject. The sensor provides sensing data; the heart-rate monitoring device calculates, from the sensing data, monitoring data relative to heart rate variability of the monitoring subject. The system includes an application server processing the monitoring data to calculate processed data and a user device for displaying the processed data in a format that increases the performance improvement efficiency by the monitoring subject.

Abstract: The present disclosure relates to a method and apparatus for determining a representative sensor using sensor data collected from a plurality of sensors and processing the sensor data using sensor data of the determined representative sensor. The present disclosure relates to a sensor network, Machine Type Communication (MTC), Machine-to-Machine (M2M) communication, and technology for Internet of Things (IoT). The present disclosure may be applied to intelligent services based on the above technologies, such as smart home, smart building, smart city, smart car, connected car, health care, digital education, smart retail, security and safety services.

Abstract: A system and method for processing human related data to make personalized and context aware decisions with distributed machine learning at an edge and a cloud is disclosed. A nearest edge computing device receives first, second and third sensed signals from first, second and third sensory devices, determines when the first, second and third sensed signals exceed corresponding thresholds, correlates pairs of the sensed signals to generate multiple correlation patterns, determines a lag time between the first sensed signal exceeding the first threshold and the second sensed signal exceeding the second threshold, provides each of the multiple correlation patterns and the lag time as inputs to multiple long short term memory (LSTM) neural networks, controls the multiple LSTM neural networks to provide outputs, and maps the patient to a stage of a medical condition based at least in part on the multiple correlation patterns and the lag time.

Abstract: A method for operating a security and/or automation system is described. A sensor may identify when a first person is in a sleep state. The sensor may detect a disturbance in the sleep state, and alert a second person when the detected disturbance satisfies one or more disturbance parameters.

Abstract: A method for dynamically displaying a change of a parameter measured at an interval comprises: dynamically monitoring at least one type of hemodynamic parameters of a patient by means of a sensor on a monitor; obtaining a first monitoring value of the type of hemodynamic parameters monitored at a first monitoring time; displaying a first form corresponding to the first monitoring value in a simulated graph corresponding to each type of the hemodynamic parameters on a graphic display interface; obtaining a second monitoring value of the type of hemodynamic parameters monitored at a second monitoring time, and determining a second form of the corresponding simulated graph; and adjusting the simulated graph corresponding to each type of hemodynamic parameter from the first form to the second form on the graphic display interface. Also provided are a corresponding system and a dynamic monitor.

Abstract: Disclosed is a system for estimating arterial blood pressure. The system includes a heartbeat detection module configured to receive an electrocardiogram signal, and detect one or more QRS complexes of the electrocardiogram signal. The system also includes a photoplethysmographic sensor module configured to trigger a light emitter, thereby generating a plurality of samples of a photoplethysmographic signal. Further, the system includes a blood pressure calculation module configured to receive information about the detected one or more QRS complexes and the plurality of photoplethysmographic signal samples, and calculate at least one blood pressure value based on a pulse arrival time period between the electrocardiogram and the photoplethysmographic signal.

Abstract: A method of sharing information between an external device and a portable processing device in communication with the external device, including the steps of the portable processing device evaluating policy restrictions associated with the external device, evaluating requested data by the external device in view of the policy restrictions, if the requested data may be shared with the external device, then the portable process device providing access to the data requested. The method may further include setting policy restrictions as a function of the external device, 3rd party security requirements, subscriber preferences and/or predefined mobility network policies.

Abstract: An apparatus for measuring bio-information includes a pulse wave sensor configured to emit light having a plurality of wavelengths onto an object, and to detect a multi-wavelength pulse wave signal from the object; and a processor configured to obtain a contact pressure signal based on the multi-wavelength pulse wave signal, the contact pressure signal indicating a pressure between the object and the pulse wave sensor, and to generate information regarding a measurement state of the object based on the contact pressure signal.

Abstract: A method of monitoring respiration with an acoustic measurement device, the acoustic measurement device having a sound transducer, the sound transducer configured to measure sound associated with airflow through a mammalian trachea, the method includes correlating the measured sound into a measurement of tidal volume and generating at least one from the group consisting of an alert and an alarm if the measured tidal volume falls outside of a predetermined range.

Abstract: A method of monitoring an anesthesia and consciousness depth through brain network analysis by a computing device according to the present disclosure includes: acquiring a user's brain signals extracted during anesthesia; performing pre-treatment to the acquired brain signals to be suitable for brain network analysis; calculating a functional connectivity value between two channels for each frequency based on the pre-treated brain signals and performing brain network analysis; determining an anesthesia and consciousness depth of the user based on features of the analyzed brain network; and providing the determined anesthesia and consciousness depth of the user through a user interface.

Abstract: An information processing apparatus includes an acquisition unit, an association unit, and a guide unit. The acquisition unit acquires biological information of a user. The association unit associates the acquired biological information with a specific state of the user. The guide unit guides the user to the specific state. A reference to be used for association with the specific state by the association unit is calibrated by using the biological information, the biological information being acquired from the user who is guided to the specific state by the guide unit.

Abstract: A diagnostic tool and methods of using the tool are provided to quantify an amount of nasal collapse in a patient. The diagnostic tool includes a mask with an endoscope port and an opening to allow air flow, an endoscope with a camera adapted to take an image of the nasal valve, and an air flow sensor adapted to measure an inhalation rate of the patient. The diagnostic tool can quantify a size difference between the nasal valve during inhalation and zero flow by calculating a percentage difference in an area or one or more dimensions of the nasal valve during inhalation and zero flow.

Abstract: A method of processing electrophysiological signals includes: receiving, over a limited time duration, sample electrocardiography (ECG) signals indicative of heart pulsatile activity occurring with a variable heart rate, wherein receiving the sample ECG signals is discontinued at an expiry of the limited time duration; receiving photoplethysmography (PPG) signals indicative of the heart pulsatile activity; determining a correlation between the sample ECG signals and the PPG signals; determining reconstructed ECG signals from the PPG signals as a function of the correlation between the sample ECG signals and the PPG signals; and estimating a heart rate variability of the variable heart rate as a function of the reconstructed ECG signals.

Abstract: A wearable device according to various embodiments may include a biometric sensor, an output device, and a processor operatively coupled with the biometric sensor and the output device, and configured to obtain food intake information of a user corresponding to the wearable device, to obtain biometric information of the user by using the biometric sensor, to identify a digestibility of the food of the user, based at least in part on a change of the biometric information corresponding to the food intake information, and to provide information of the digestibility, using the output device.

Abstract: A method, system, or device for hydration monitoring using trend analysis. The method may include measuring a physiological measurement of an individual with a sensor to obtain trend data correlating to a hydration level of the individual. The method may include removing an abnormal shift or an abnormal change from the trend data. The method may include removing abnormal shifts and changes from the raw trend data. The method may include identifying a trend parameter for the trend data, the trend parameter indicating a change in the hydration level of the body. The method may include determining a reference value for the trend parameter. The method may include identifying a change in the trend data for the trend parameter, the change in the trend data indicating a change in the hydration level of the individual.

Abstract: For quicker estimation of physiological parameters than using a numerical solution, a machine-learned network is applied. The PV loop may be estimated for a specific patient in real-time without invasive pressure measurements. Synthetic data instead of or in addition to actual patient examples may be used to machine train the network, providing a broader and/or controlled range of examples for more accurate estimation even in rarely occurring pathologies. The synthetic data may be generated by a generative adversarial network.

Abstract: One of the methods includes positioning the physiological data acquirer on the body of a mammal with the electrodes exposed to the body; activating a data acquisition mode of operation of the physiological data acquirer and acquiring physiological data from the user when in said data acquisition mode. Another one of the methods includes extracting the acquired data using a data extraction device.

Abstract: An interlock system for signaling a nurse call patient station is disclosed. The interlock system may include a first terminal and a second terminal. The first and second terminals may be configured to be connected to corresponding terminals of a signaling loop of a nurse call patient station. The interlock system may further include a connection circuit. The connection circuit may be configured to electrically connect the first terminal to the second terminal. The interlock system may also include a control circuit in communication with, but isolated from, the connection circuit. The control circuit may include a microcontroller. The control circuit may be isolated from the connection circuit by an isolation circuit. The control circuit may be configured to operate the connection circuit to connect or disconnect the first terminal from the second terminal.

Abstract: In one embodiment, a computer program product includes a computer readable storage medium having program instructions embodied therewith. The program instructions are executable by a processing circuit to cause the processing circuit to receive collected data from one or more data collection devices, the collected data being aggregated over at least one month and comprising audio data including first voice input of a user of the one or more data collection devices. The program instructions also cause the processing circuit to store the audio data to a computer readable storage medium; determine an identity of the user based on comparing second voice input to the first voice input; and analyze the audio data for indications of hearing loss in the user over the period of time. The analysis includes determining a user's emotion during production of the audio input.

Abstract: A computing entity accesses instances of medical information corresponding to a population of patients and generates a plurality of medical sentences corresponding to the population by, for each patient of the population, generating one medical sentence corresponding to the patient and a timestamp associated with each instance such that the one medical sentence comprises one or more medical codes in a chronological order. The computing entity generates a vector dictionary comprising a plurality of multi-dimensional vectors based on a vector generation model trained using machine learning and the plurality of medical sentences with each multi-dimensional vector corresponding to a medical code. The computing entity generates a digital representation of a first patient of the population using an anagram model and the vector dictionary, determines a health state of the first patient based on the digital representation, and provides an output indicating the health state of the first patient.

Abstract: According to examples, an apparatus may include a processor and a memory on which is stored machine readable instructions executable by the processor to access test parameters of a patient; calculate average values for each of the accessed test parameters having a reference value range and assign binary coefficient values to the accessed test parameters based on comparison of the average value to the range limits; assign binary coefficient values to the accessed test parameters that do not have the reference value range based on a test parameter presence; generate a patient parameter matrix based on the assigned binary coefficient values; and apply statistical processing to the patient parameter matrix to make a diagnosis.

Abstract: A sensor system includes a first sensor to detect environmental conditions of an environment in operational contact with a subject, a second sensor to detect physiological parameters of the subject in operational contact with an asset, and a control unit comprising one or more processors communicatively coupled with the first sensor and the second sensor. The processors receive a first signal from the first sensor indicative of the environmental conditions, and receive a second signal from the second sensor indicative of the physiological parameters of the subject, and determine a relation between the environmental conditions and the physiological parameters based on the first signal and the second signal. The processors determine a responsive action of the asset based on the first signal indicative of the environmental conditions of the environment or the second signal indicative of the physiological parameters of the subject in operational contact with the asset.

Abstract: The present invention relates to an assessing system, an assessing method and a computer program for assessing a heart rate of a subject. It finds application in categorizing a physiological response as a condition, in particular in the diagnosis of pathological tachycardia and bradycardia. The assessing system comprises a photoplethysmography (PPG) signal providing unit (10); a motion signal providing unit (20); a parameter providing unit (30) for providing a subject specific parameter; a heart rate determination unit (40); a resting period determination unit (50); an abnormality determination unit (80) for determining an abnormality of the heart rate during the resting period; and an assessing unit (90) for assessing the determined abnormality based on the subject specific parameter. The invention provides a system and a method, which allow for a more reliable assessment of a heart rate of a subject based on a PPG signal of the subject.

Abstract: A method for the broadcasting by a watch of an informative message relating to an evaluation of the quality of life of a wearer of the watch includes the following steps: recording, by the processing unit, of data describing at least one factual episode of at least one type of environmental event recorded during a given period; identifying at least one type of environmental event disturbing the quality of life of the wearer from processing of the descriptive data; estimating an evaluation index of the quality of life of the wearer according to an indicator of disturbance of the quality of life relating to each type of environmental event disturbing the quality of life identified, and design of the informative message including the estimated evaluation index in prediction of its broadcasting to the wearer.

Abstract: A lifestyle service with data and routines storable in a memory of a wearable electronic device is discussed. The lifestyle service has at least a Sleep data routine and an Activity data routine. The lifestyle service can cooperate with an insight engine. The lifestyle service is aware of different types of information contained in one or more time synchronous applications. The system can compare tracked physical activity data with historical data in set increments in light of the information in the time synchronous applications and then communicate notifications to the user.

Abstract: A tissue hydration monitor and method includes a sensor module having a plurality of LEDs positioned to emit a plurality of different wavelengths of light toward the user's skin and a detector that detects light transmitted and reflected through the user's skin to generate signals corresponding to an intensity of detected light at each of the different wavelengths. A processor/controller module generates a baseline hydration level based on the received signals, calculates a relative hydration level, and generates an output indicative of relative hydration personalized to the user. The housing is secured against the user's skin by an adhesive patch or a strap.

Abstract: A method for processing data in a data processing system, the method comprising: receiving, by the data processing system, portable device data collected by a portable device; determining, by a first data processing program of the data processing system, one or more characteristics of the portable device data; based on the one or more characteristics, selecting, by the data processing system, prompt data for transmission to a client device; and causing, by the data processing system over one or more networks, the prompt data to be transmitted to the client device.

Abstract: A dialysis machine which monitors the pressure of blood entering and leaving a patient's body using several sensors (37, 39) and adapts the pressure of a dialysate solution feed to compensate for compliances in the dialysate fluid flow path. As a consequence, better flow balance is maintained throughout dialysis treatment leading to a more uniform removal of waste materials from the blood.

Abstract: An input device includes a movable input surface protruding from an electronic device. The input device enables force inputs along three axes relative to the electronic device: first lateral movements, second lateral movements, and axial movements. The input device includes force or displacement sensors which can detect a direction and magnitude of input forces.

Abstract: A method for differentiating heart failure risk scores that includes receiving a current data transmission and acquiring patient metrics from a remote device, determining a daily heart failure risk score for each day occurring during a time period from a previous received data transmission to the current received data transmission based on the acquired patient metrics, determining a maximum daily heart failure risk score of the determined daily heart failure risk scores during a lookback window prior to the current received data transmission, determining a heart failure risk status alert for the received data transmission based on the temporal proximity of the determined maximum heart failure risk score and receipt of the current data transmission, selecting a type of notification based on the heart failure risk status differentiation, and indicating the transmission heart failure risk status and the heart failure risk status differentiation via the selected type of notification.