Abstract: A wearable device for detecting eating episodes uses a contact microphone to provide audio signals through an analog front end to an analog-to-digital converter to digitize the audio and provide digitized audio to a processor; and a processor configured with firmware in a memory to extract features from the digitized audio. A classifier determines eating episodes from the extracted features. In embodiments, messages describing the detected eating episodes are transmitted to a cell phone, insulin pump, or camera configured to record video of the wearer's mouth.

Abstract: A physical data acquirer included in an operator device acquires at least one of health data indicating a health condition of an operator or posture data indicating a posture of the operator. A distance determiner included in an information processing apparatus determines whether a distance between the operator and a machine is below a predetermined threshold. A corrector corrects an avoidability definition value defined as a value indicating a possibility of the operator avoiding a hazard caused by the machine in accordance with at least one of the health condition of the operator indicated by the health data acquired from the operator device or the posture of the operator indicated by the posture data acquired from the operator device. A risk value calculator calculates a risk value by substituting the corrected avoidability definition value and a riskiness definition value into a calculation function for the risk value.

Abstract: A method and device for detecting a sleep state by heart-rate and movement data. By neural network software, a sleep state is detected using as input data movement data (move_count) and data derived from heart-rate data and/or data derived from inter-beat interval data such as (MAD) and respiration data (RESP). At least a portion of the variables (HRD, MHR, MAD, Resp, GRD) derived from the heart-rate data/inter-beat interval data are further modified by one, most preferably 2-4, artificial average functions and the cumulative sleep time is one input datum.

Abstract: An evaluation system including a hardware system for collecting real-time data for evaluating sleeping comfort performance of a bedding system is disclosed. The hardware system includes a thermal and moisture comfort measurement system, a thermal and moisture comfort control system, a biomechanical comfort control system, and a biomechanical comfort measurement system. The evaluation system also includes a computational system having a processor and a tactile database, and a portable device. The computational system is configured to receive and process the real-time data from the hardware system, and is communicatively connected to the portable device for transmitting real-time data for evaluating the bedding system and adjusting the hardware system.

Abstract: Systems and methods for speech-controlled or speech-enabled health monitoring of a subject are described. A device includes a substrate configured to support a subject, a plurality of non-contact sensors configured to capture acoustic signals and force signals with respect to the subject, an audio interface configured to communicate with the subject, and a processor in connection with the plurality of sensors and the audio interface. The processor configured to determine biosignals from one or more of the acoustic signals and the force signals to monitor a subject's health status, and detect presence of speech in the acoustic signals. The audio interface configured to interactively communicate with at least one of the subject or an entity associated with the subject based on at least one of an action needed due to the subject's health status and a verbal command in detected speech.

Abstract: Methods of enhancing homeostatic capacity in a subject are provided. Aspects of the methods include modulating synchrony, e.g., via modulating communication and/or coordination, among two or more distinct homeostatic systems of the subject in a manner sufficient to enhance homeostatic capacity of the subject. Also provided are devices configured for use in practicing the methods. Aspects of the invention further include methods of treating a subject for a condition via enhancement of homeostatic capacity. The methods and devices described herein find use in a variety of applications.

Abstract: A system for short-term screening and triage of a subject includes a smart device in the subject's possession and an application on the smart device programmed to provide instructions to the subject to start a screening procedure, the application programmed with multiple screening procedures, and record sensor data obtained from a sensor located in the smart device.

Abstract: There is disclosed a system for implementing a stimulation protocol that, when in operation, mimics an effect of at least one drug on the brain of a user under treatment for a disease, or for mental well-being applications, wherein the system comprises: (i) a brain interfacing apparatus that records electroencephalogram (EEG) of the user before and after taking the drug; and provides at least one stimulation to the brain of the user, wherein the at least one stimulation is provided to achieve the effect similar to the at least one drug; and (ii) a monitoring device that enables the user to monitor the at least one stimulation provided to the brain of the user by the brain interfacing apparatus, wherein the monitoring device is communicably coupled with the brain interfacing apparatus.

Abstract: Medical radar devices, including ultra-wideband (UWB) devices, for use in assisting and/or guiding cardiopulmonary resuscitation (CPR) by indicating one or more of: compression depth, compression frequency, and a return to spontaneous circulation. The devices and methods described herein may use reflected energy applied to a patient's chest to determine cardiac motion and/or chest compression and provide feedback to the person applying the CPR. In some variations the device is incorporated as a part of another resuscitation device, such as a defibrillator or automatic compression device.

Abstract: Embodiments include methods and systems for automated eating detection. Systems comprise a continuous glucose monitor (CGM), accelerometer, and processing unit. During a first time period, the processing unit receives glucose readings and a first set of acceleration readings. The processing unit identifies an eating episode if the glucose readings satisfy one or more criteria. Using the identified eating episode and first set of acceleration readings, the processing unit generates an individual model that identifies eating episodes using acceleration readings without using glucose readings. During a second time period, a processing unit uses the individual model and a second set of acceleration readings to identify a second eating episode. Some embodiments may use additional sensor types (for example, PPG or heart rate) to identify eating episodes in the first or second time period, generate the individual model, or any combination thereof.

Abstract: An image sensing apparatus including a pixel array comprising two or more photo-sensor elements, a first optical filter disposed on a first photo-sensor element of the pixel array and a second optical filter disposed on a second photo-sensor element of the pixel array. The first optical filter is configured such that a spectral response of the first optical filter includes a first passband in a first wavelength range and a second passband in a second wavelength range, where the first passband and the second passband are separated by a first stop band. The second optical filter is configured such that a spectral response of the second optical filter includes a third passband in the first wavelength range and a fourth passband in the second wavelength range, where the third passband and the fourth passband are separated by a second stop band.

Abstract: A means of detecting skin proximity of a wearable comprising: at least two skin proximity sensors, a controller and a transmitter. The proximity sensors can be arranged around a central biosensor to detect tamper attempts. The sensors can be strapped to a person's skin by means of a strap and further sealed on the skin by means of a bioadhesive. Signals from the proximity sensor can be processed by the controller and a ratio baseline obtained. Any appreciable deviations from unity will indicate a tampering event, such as device removal, sensor blockage or sabotage. Results of proximity sensing can be reported to the wearer by means of a monthly calendar, or a daily calendar view in a wearable device.

Abstract: An esophageal monitoring device includes a camera and, optionally, one or more lights to enable visualization of an interior of a subject's esophagus. Visualization of the interior of the subject's esophagus before and after a left atrial ablation procedure may enable a healthcare provider to determine whether or not the left atrial ablation procedure has damaged the subject's esophagus before the subject experiences any symptoms of such damage. An esophageal monitoring device may also include sensors and/or markers that enable a determination of its location within a subject's esophagus. Such an esophageal monitoring device may be configured for three-dimensional mapping, and enable the generation of an accurate three-dimensional map of the physical relationship between a subject's esophagus and the left atrium of his or her heart. Methods of monitoring a subject's esophagus while a left atrial ablation procedure is being conducted on the subject's heart are also disclosed.

Abstract: The technology provides a multi-body earpiece suitable for use as an in-ear sensor system, which can be used for biometrics or a human-computer interface. The multi-body earpiece includes two body elements connected together by a flexure. These components provide at least 3 points of contact along different parts of the outer ear, in which the flexure is tethered to the two bodies and arranged to lock them in place during wear. In addition to having stability from moving while minimizing sound occlusion, this arrangement enables any electrodes for the on-board sensor(s) to remain in contact with the skin of the ear, and provide as many contact points in desired areas as the electronics dictate for the signals of interest.

Abstract: A patient monitor can noninvasively measure a physiological parameter using sensor data from a nose sensor configured to be secured to a nose of the patient. The nose sensor can include an emitter and a detector. The detector is configured to generate a signal when detecting light attenuated by the nose tissue of the patient. An output measurement of the physiological parameter can be determined based on the signals generated by the detector. The nose sensor can include a diffuser configured to disseminate light exiting from the emitter into or around a portion of the patient's body. The nose sensor can also include a lens configured to focus light into the detector.

Abstract: An apparatus for measuring biometric information is provided. The apparatus may include: a main body configured to be worn on an object to be examined. The main body may include a contact pressure sensor configured to measure a contact pressure of the object while a hand shape is changing; a pulse wave sensor configured to measure a pulse wave signal of the object; and a processor configured to measure biometric information on the basis of the measured contact pressure and pulse wave signal.

Abstract: The present embodiments relate generally to applicators of on-skin sensor assemblies for measuring an analyte in a host, as well as their method of use and manufacture. In some aspects, an applicator for applying an on-skin sensor assembly to a skin of a host is provided. The applicator includes an applicator housing, a needle carrier assembly comprising an insertion element configured to insert a sensor of the on-skin sensor assembly into the skin of the host, a holder releasably coupled to the needle carrier assembly and configured to guide the on-skin sensor assembly while coupled to the needle carrier assembly, and a drive assembly configured to drive the insertion element from a proximal starting position to a distal insertion position, and from the distal insertion position to a proximal retraction position.

Abstract: The present embodiments relate generally to applicators of on-skin sensor assemblies for measuring an analyte in a host, as well as their method of use and manufacture. In some aspects, an applicator for applying an on-skin sensor assembly to a skin of a host is provided. The applicator includes an applicator housing, a needle carrier assembly comprising an insertion element configured to insert a sensor of the on-skin sensor assembly into the skin of the host, a holder releasably coupled to the needle carrier assembly and configured to guide the on-skin sensor assembly while coupled to the needle carrier assembly, and a drive assembly configured to drive the insertion element from a proximal starting position to a distal insertion position, and from the distal insertion position to a proximal retraction position.

Abstract: Pre-connected analyte sensors are provided. A pre-connected analyte sensor includes a sensor carrier attached to an analyte sensor. The sensor carrier includes a substrate configured for mechanical coupling of the sensor to testing, calibration, or wearable equipment. The sensor carrier also includes conductive contacts for electrically coupling sensor electrodes to the testing, calibration, or wearable equipment.

Abstract: The invention relates to an implantable sensor for detecting an electrical excitation of muscle cells, in particular cardiac muscle cells, wherein it is provided that the sensor comprises a dielectric component and a contact point for contacting muscle cells, which is connected to the dielectric component, so that an electric field in the dielectric component, and correspondingly a capacitance of the dielectric component, change with an electrical excitation of the muscle cells. The invention furthermore relates to a system comprising a sensor and an implant.

Abstract: A display device includes: a display panel including a first area having a first light transmissivity and a second area having a second light transmissivity higher than the first light transmissivity; a pressure sensor overlapping the first area; a light emitter overlapping the second area; a light receiver overlapping the second area and spaced from the light emitter; and a processor to control the light emitter and the pressure sensor, and to output a blood pressure signal on a basis of a pressure sensing signal from the pressure sensor and a light sensing signal from the light receiver.

Abstract: Provided in various example embodiments a mobile device integrated in a body that is sized and shaped to be held in a palm of a hand of a user, the mobile device configured to take a plurality of physiological measurements of a patient, including electrocardiographic measurements, blood oxygen saturation level measurements, pulse rate measurements, body temperature measurements, blood pressure measurements when connected with a removable inflatable cuff, and blood glucose measurements when connected with an elongated test strip, and to display and wirelessly communicate data corresponding to said physiological measurements. The mobile device may comprise some or all of the features of an Internet enabled smartphone. The mobile device may be provided with selectable modes of operation for use with one or more patients. Wireless peripherals may provide additional physiological data to the device. Systems are provided for secure communication and storage of data.

Abstract: A wearable device attached to a subject includes an accelerometer that measures acceleration information, and a biological sensor that measures biological signal information of the subject. From the measured acceleration information and biological signal information, first feature data corresponding to a first predetermined period and second feature data corresponding to a second predetermined period are extracted. By machine learning based on the first feature data, a dynamic/static activity identification model, a dynamic-activity identification model, and a static-activity identification model, for the subject, are generated. By combination of results of determination based on each of the identification models, a posture and an activity of the subject are identified and correspondence information, which associates the identified posture and activity with the biological signal information of the subject, is generated.

Abstract: Embodiments of the present disclosure generally relate to methods for analyzing outcomes of illnesses, such as COVID-19, on living organisms. More particularly, embodiments of the present disclosure relate to methods for identifying risk of illness based on genetic markers and other available data, predicting results of mass exposure to an Illness based on a populations genomes and other available data, and providing indicators and methods of visualization for probability of illness in any living organism.

Abstract: Embodiments of the present disclosure generally relate to methods for analyzing outcomes of illnesses, such as COVID-19, on living organisms. More particularly, embodiments of the present disclosure relate to methods for identifying risk of illness based on genetic markers and other available data, predicting results of mass exposure to an Illness based on a populations genomes and other available data, and providing indicators and methods of visualization for probability of illness in any living organism.

Abstract: Provided are a system and a computer program for managing and predicting thyrotoxicosis using a wearable device. The system for predicting thyrotoxicosis is a system for predicting thyrotoxicosis using a resting heart rate, the system including a wearable device for measuring the heart rate of a patient at regular intervals, and a bio-signal computing device for receiving heart rate information from the wearable device, the bio-signal computing device outputting a warning alarm when a resting heart rate is greater than a reference heart rate when the patient is in a normal state.

Abstract: A decision support tool is provided for predicting the neonatal vitality scores of a fetus during delivery, the scores being an indicator of future health for the infant anticipated to be born within a future time interval, measured as time to birth. The predicted neonatal vitality score is determined from measurements of physiological variables monitored during labor, such as uterine activity and fetal heart rate. Fetal heart rate variability and patterns may be detected and computed using the monitored physiological variables, and neonatal vitality scores may be predicted based, at least in part, on the variability metrics and fetal heart rate patterns. Scores may be predicted for different delivery methods, such as vaginal delivery or cesarean delivery, for different time-to-birth intervals. In this way, these scores may be used for decision support for care plans during labor, such as increased monitoring and/or modifying the delivery type.

Abstract: An apparatus includes a base component having a center axis and at least two index positions. The apparatus also includes a rotational component coupled to the base component. The rotational component is configured to circularly maneuver about the center axis between the at least two index positions. A docking receptacle of the apparatus is coupled to the rotational component and is configured to receive a monitor having an electronic visual display. The apparatus also includes a handle configured to facilitate maneuvering of the rotational component.

Abstract: Although the efficiency of fluoroscopy has always been well known in the Dental clinic, the extra-oral methods that were approached to realize it have always needed a large x-ray dose. This invention lowered the exposure of patient and operator at an extreme level by implementing an intraoral sensor of small area using multiple pickup binning that enhance pulsed x-ray and Signal to noise ratio (SNR) to lower the dose necessary for video. Additionally, it can be used efficiently in dental procedures by suggesting Guide Support Device that includes bite block and open block in between the sensor and emitter for an accurate and convenient scan.

Abstract: A digital dental x-ray sensor device includes a rounded, three-dimensional housing that lacks corners, edges, or other relatively sharp features that are known to cause discomfort when used in a patient's mouth. The rounded housing can be spherical, ellipsoid, or any similar regular or irregular rounded shape, and can be formed by ensuring that all curves of the surface of the rounded housing have a minimum radius that is sufficient to prevent features that can dig into the soft tissue of the inside of a patient's mouth.

Abstract: The present invention is directed to spatial-spectral filtering for multi-material CT decomposition. The invention includes a specialized filter that spectrally shapes an x-ray beam into a number of beamlets with different spectra. The filter allows decomposition of an object/anatomy into different material categories (including different biological types: muscle, fat, etc. or exogenous contrast agents that have been introduced: e.g iodine, gadolinium, etc.). The x-ray beam is spectrally modulated across the face of the detector using a repeating pattern of filter materials. Such spatial-spectral filters allow for collection of many different spectral channels using “source-side” control. However, in contrast to other spectral techniques that provide mathematically complete projection data, spatial-spectral filtered data is sparse in each spectral channel—making traditional projection-domain or image-domain material decomposition difficult to apply.

Abstract: A detector module system for positron emission tomography including a plurality of gamma ray detector modules. Each pair of one detector module and one interconnection element includes mutually engaging locking means for releasably connecting the detector module to the interconnection element. Further each interconnection element includes locking means for releasably connecting at least two detector modules to said interconnection element. Further each of said gamma ray detector modules includes a sensor adapted to detect gamma radiation occurring from short-lived radionuclides radiating from a body and to generate a radiation output corresponding to the detected gamma radiation, and the detector module system comprises a processing circuitry adapted to receive said radiation output from each of the gamma ray detector modules and to generate a resulting radiation representation for the positron emission tomography event, based on the received radiation output.

Abstract: A mobility apparatus for an imaging appliance such as a panoramic radiograph machine allows single-operator transport for on-site usage with ambulatory challenged patients. A counterbalanced pivot interface integrates the imaging appliance with a motorized transport vehicle for disposing the appliance securely on the vehicle, while the counterbalanced pivot interface allows positioning to an operational upright orientation for on-site usage. The imaging appliance includes modifications to a stock appliance for adapting the pivot interface for mobility and for usage with ADA (Americans with Disabilities Act) affected patients, such as wheelchair and scooter bound individuals. The modifications include a truncated base and truncated vertical riser, coupled with a counterbalance mass on the vehicle to maintain stability in the deployed and transportable positions. The lowered vertical riser permits the imaging mechanism to descend to accommodate seated patients.

Abstract: An apparatus for diagnosing a companion animal with radiation is provided. The apparatus includes a radiation irradiation unit configured to generate the radiation and irradiate the radiation toward a diagnosis object; a detector disposed to face the radiation irradiation unit and configured to detect the radiation irradiated from the radiation irradiation unit; a driving unit configured to adjust positions of the radiation irradiation unit and the detector; and a communication unit configured to communicate with an external device in a wireless manner. The driving unit adjusts the positions of the radiation irradiation unit and the detector such that the diagnosis object is located between the radiation irradiation unit and the detector, and the radiation irradiation unit irradiates the radiation toward the diagnosis object when the diagnosis object is located between the radiation irradiation unit and the detector.

Abstract: Various methods and systems are provided for breast positioning assistance during mammography and image guided interventional procedures. In one example, a vision system is utilized to evaluate one or more of a patient position, a breast position, and breast anatomy to determine if the patient and breast are adjusted to desired positions preferred for a desired view and imaging procedure. Further, based on the evaluation, prior to acquiring x-ray images, real-time feedback may be provided to guide the user to position the breast and/or the patient.

Abstract: A system and method is provided for imaging a contrast agent. The system includes a power injector that delivers a contrast agent as a series of boluses using a known period, flow rate, or duration and with a rate of at least one or more separate boluses per cardiac cycle. An x-ray imaging system acquires a reference dataset of the subject before the contrast agent is delivered and acquires an imaging dataset as the series of boluses are delivered to the subject, wherein multiple images are acquired of the subject per bolus. A computer system receives the reference dataset and the imaging dataset from the x-ray imaging system and reconstructs the reference dataset and the imaging dataset using a reconstruction process that removes the subject from the images to generate time-resolved volumetric images of the contrast agent moving within a volume of the subject without the subject.

Abstract: Disclosed herein are methods for reducing beam-hardening artifacts in CT imaging using a mapping operator that comprises a hybrid spectral model that incorporates air scan X-ray intensity data acquired at two different effective mean energies. In one variation, the air scan X-ray intensity data acquired during a calibration session is combined with an ideal spectral model for each X-ray detector to derive the hybrid spectral mode. A mapping operator based on the hybrid spectral model is used to correct beam-hardening artifacts in the acquired CT projection data. In some variations, the mapping operator is a lookup table of monochromatic (corrected) projection values, and the acquired CT projection data is used to calculate the index of the lookup table entry that contains the corrected projection value that corresponds with the acquired CT projection data.

Abstract: A method of performing scatter correction on an X-ray image is disclosed. The method comprises obtaining an input image for processing based on a source X-ray image of a sample acquired using an X-ray detector, and determining a model of the sample based on the input image. The model is then evaluated by computing, based on the model, simulated X-ray image data and evaluating the simulated image data against the input image to determine whether a convergence criterion is fulfilled. An updated model of the sample is generated if the convergence criterion is not fulfilled. The model evaluating step is repeated based on one or more successive updated models until the convergence criterion is fulfilled in a final iteration, and scatter correction is then performed on the source X-ray image using simulated image data computed during the final iteration.

Abstract: A method is described for controlling a tube current for acquiring at least one X-ray image.

Abstract: An interventional device (100, 200, 300) includes an elongate shaft (101) having a longitudinal axis A-A?, an ultrasound transducer (102), an adhesive layer (103), and a protective tube (104) formed from a protective tube (104) formed from a heat-shrink material. The ultrasound transducer (102) is disposed on the elongate shaft (101) such that the ultrasound transducer (102) has an axial extent L along the longitudinal axis A-A?, At least along the axial extent L of the adhesive layer (103) is disposed between the ultrasound transducer (102) and the protective tube (104) surrounds the ultrasound transducer (102) and the adhesive layer (103) is disposed between the ultrasound transducer (102) and the protective tube (104).

Abstract: System (10) for determining a position of an interventional device (11) respective an image plane (12) defined by an ultrasound imaging probe (13). The position is determined based on ultrasound signals transmitted between the ultrasound imaging probe (13) and an ultrasound transducer (15) attached to the interventional device (11). An image reconstruction unit (IRU) provides a reconstructed ultrasound image (RUI). A position determination unit (PDU) computes a lateral position (LAPTOFSmax, ?IPA) of the ultrasound transducer (15) respective the image plane (12) based on a time of flight (TOFSmax) of a maximum detected intensity (ISmax) ultrasound signal. The position determination unit (PDU) also computes an out-of-plane distance (Dop) between the ultrasound transducer (15) and the image plane (12).

Abstract: An ultrasound diagnostic apparatus includes a head-mounted display that is mounted on a head of a user and has a camera unit configured to acquire a view image obtained by imaging a field of view in front of the user, and a puncture needle length calculation unit (46) that, in a case where at least a part of the puncture needle is imaged by the camera unit, recognizes the puncture needle by performing image analysis on the view image, and calculates a length of the puncture needle in the view image.

Abstract: A three-dimensional ultrasonic imaging method includes transmitting an ultrasonic wave to a fetal head; receiving an ultrasonic echo, obtaining an ultrasonic echo signal, and obtaining the three-dimensional volume data of the fetal head according to the ultrasonic echo signal; according to the characteristics of a median sagittal section of the fetal head, detecting the median sagittal section in the three-dimensional volume data; and displaying the median sagittal section.

Abstract: An ultrasonic diagnostic apparatus of an embodiment includes processing circuitry. The processing circuitry is configured to acquire a B mode image in which a signal intensity of reflected waves obtained in such a manner that ultrasonic waves are transmitted to a scanning area in a subject and reflected in the subject is represented by luminance levels, and a Doppler image of a region of interest included in the scanning area. The processing circuitry is configured to cause a display to display the Doppler image superposed on the B mode image acquired. In addition, the processing circuitry is configured to change a display mode of the Doppler image displayed on the display using a feature quantity obtained on the basis of at least one of the B mode image and the Doppler image in a time series acquired.

Abstract: An intraluminal imaging device is provided. In one embodiment, the imaging device includes a flexible elongate member having a distal portion and a proximal portion. The flexible elongate member can be positioned within a vessel. The imaging device an imaging assembly that can be mounted within the distal portion. The imaging assembly includes a side-looking array of imaging elements and a micro-beamformer IC that is coupled to the side-looking array of imaging elements. The micro-beamformer IC can control the array of imaging elements, can determine a first angle and a second angle, and can perform beam forming for the array of imaging elements. The micro-beamformer IC can receive the first imaging signals associated with a first plane (410) at the first angle (+45°), and the second imaging signals associated with a second plane (420) at the second angle(?45°). In some embodiments, the first and second angles are selected to satisfy predetermined criteria.

Abstract: The present invention relates to an intra cardiac echo imaging device, an intra cardiac echo imaging system and method for assessing coronary circulation using an intra cardiac echo probe. An image of a cardiac region is received, wherein the image provides at least one or more coronary vessels and/or at least one heart chamber; at least one region of interest within the image is defined; imaging parameters of an intra cardiac echo probe are received; and at least one of a location, an orientation and access path of the intra cardiac echo probe relative to the region of interest is calculated based on: anatomical content in the region of interest and/or in the cardiac region and the imaging parameters of the intra cardiac echo probe; a roadmap and the at least one of the calculated location, orientation and access path of the intra cardiac echo probe is output to a display.

Abstract: A method is provided for registration of images obtained of a patient in real time with respect to a tracking device. The method is not based on internal or external fiducial markers attached to the patient, but rather the registration is done relative to a reference plate of a guiding system affixed to a table that supports the patient.

Abstract: Disclosed herein is a biocompatible ultrasonic coupling agent for endoscopes, comprising a biocompatible modified starch and a pharmaceutically acceptable carrier, or comprising an ingredient selected from the group consisting of cellulose, polyvinylpyrrolidone, polyoxyethylene, sodium alginate, glucan, hyaluronic acid, chitosan, light sensitive glue, ultrasonic sensitive glue, pH sensitive glue, gelatin and carbomer, and a pharmaceutically acceptable carrier; wherein the ultrasonic coupling agent produces an acoustic characteristic impedance matching the acoustic characteristic impedance of the human tissues during use for endoscopic ultrasound examination. Disclosed herein is also a kit for endoscopic ultrasound examination, comprising the said biocompatible ultrasonic coupling agent.

Abstract: An apparatus according to an embodiment includes a processing circuit. The processing circuit is configured to obtain first Doppler waveform data related to a left ventricular blood inflow. The processing circuit is configured to detect positions of an E-wave and an A-wave in the first Doppler waveform data, by using the first Doppler waveform data and a trained model trained with training data that includes at least positions of an E-wave and an A-wave in each of a plurality of pieces of second Doppler waveform data related to left ventricular blood inflows and the plurality of pieces of second Doppler waveform data.

Abstract: Disclosed herein are computer-implemented medical ultrasound imaging methods, and systems for performing the methods, that comprise forming a first frame of an ultrasound image sequence with high image quality; forming at least one frame of the ultrasound image sequence with reduced image quality; forming a second frame of the ultrasound image sequence with high image quality; and improving the quality of the at least one frame of the ultrasound image sequence with reduced image quality using the first and/or the second frames of the ultrasound image sequence with high quality. In some cases, the improvement of the quality of the at least one frame of the ultrasound image sequence with reduced image quality is achieved by application of machine learning.