Abstract: Disclosed herein are systems, methods and devices for predicting whether a user has a target health condition using eye images. Automated guidance is provided to the user to obtain, using a computing device operated by the user, images including the user's sclera, each of the images corresponding to a guided direction of the user's gaze. Images are received from the computing device by way of a network. Images are subject to verification that sufficiently show the user's sclera, including by estimating a direction of the user's gaze and confirming that the estimated direction for a given one of the images conforms with the guided direction. Feature-enhanced image data are generated by applying an autoencoder to enhance features corresponding to the user's sclera in the images. A prediction of whether the user has the target health condition is generated by providing the feature-enhanced image data to a convolutional neural network.

Abstract: The utilization of sensors towards the study of internal and external work at the distal lower extremity during movement is presented. Inertial Measurement Units (IMUs) and Electromyography (EMG) sensors are paired together to calculate the neuromuscular effort and torque at the ankle and are compared with plantar pressure and torque measurements using the pressure mat. Subsequently image tracking data is also to inform machine learning models that predict real-world distance movement from video recorded movement. Finally, a mobile application is developed allowing users to see a simulation of their movements, among other information.

Abstract: Provided herein are thermal devices and single-use temperature measurement devices to predict and to monitor core body temperature in a subject, such as a patient. The devices utilize a plurality of thermal or temperature sensors disposed on a patch and insulated one from the other and a connection to a machine learning algorithm for prediction and monitoring. Also provided are systems and methods using the thermal device or temperature monitoring device and the machine learning algorithm to predict and measure core body temperature in the subject.

Abstract: A method comprises arranging a measurement paper. The measurement paper may include a plurality of lines to aid in centering a foot. The method may further include tracing a foot onto the measurement paper and making a plurality of measurements on the traced foot. Based on the plurality of measurements, shoe fit evaluator may be constructed.

Abstract: A device for detaching cells or tissue from a cavity in a subject, the device includes: an elongated member arranged to be moved within a lumen of a needle or a catheter; and at least one flexible member arranged at a distal end of the elongated member, wherein the flexible member is configured to be brought between a first, constrained configuration within the lumen of the needle or catheter, and a second, expanded configuration outside said lumen, wherein the flexible member in the second, expanded configuration is configured to conform to an inner geometry of a cavity in which the device is inserted.

Abstract: A blood separation device that decouples and separates the blood collection process from the plasma separation process is disclosed. The blood separation device includes a sample collection module, an activation module, and a separation module. Because the plasma separation happens after the blood separation device is disconnected from a patient, the device performance is no longer affected by patient blood pressure and needle gauge, and patient discomfort is greatly reduced.

Abstract: The purpose of the present invention is to develop a method or system for measuring the skin condition easily and accurately. The method for determining the skin condition based on the thermal sensitivity in the skin was perfected by discovering that the skin condition, especially the skin barrier function, can be determined based on the thermal sensitivity in the skin.

Abstract: A cuff unit of the present invention includes a first wall and a second wall that face each other with an object which has a rod shape interposed therebetween, an actuator that is capable of moving the first wall and the second wall in parallel with each other in a direction in which the first wall and the second wall relatively approach each other or separate from each other, a pressing fluid bag that is provided on a surface of the first wall on a side facing the object and that receives supply of a fluid from outside to inflate and press the object, and a restraining fluid bag that is provided on a surface of the second wall on a side facing the object and that receives supply of a fluid from outside to inflate along the periphery of the object.

Abstract: The present invention resides in one aspect in a device for monitoring luminal esophageal temperatures in a patient. The device includes a probe adapted to be inserted into an esophagus of the patient. The probe extends between a proximal end and a distal end. A first temperature sensor and a second temperature sensor are coupled to the probe. An electrode is also coupled to the probe. The second temperature sensor is displaced from the first temperature sensor along a longitudinal axis of the probe. A controller processes information received by the electrodes and the temperature sensors. The controller generates a live and continuously updating three dimensional anatomic map and three dimensional thermal map of the esophagus based at least in part on the information received from the temperature sensors and the electrodes. The thermal map and the anatomic map are displayed on a video monitor.

Abstract: Techniques for determining pulse transit time (PTT) and blood pressure measurements based on stethoscope data are provided. In one example, a system comprises a stethoscope component that monitors a heart and generates stethoscope data representative of a sound wave generated by the heart. The system can further comprise an analysis component that receives the stethoscope data and receives, from a photoplethysmography (PPG) component that monitors an extremity, PPG data representative of a pulse wave at the extremity. The analysis component can determine, based on the stethoscope data, a first time corresponding to closure of a tricuspid valve of the heart and can determine a PTT as a function of the first time and a second time corresponding to the pulse wave at the extremity that is determined based on the PPG data. Blood pressure measurements can be obtained from algorithms with the inputs of PTT or times determined based on the PPG data.

Abstract: An example medical device system and method includes accelerometer circuitry configured to generate at least one signal, a memory, and processing circuitry coupled to the accelerometer circuitry and the memory. The processing circuitry is configured to determine a first plurality of pulse transit times (PTTs), determine, based on the at least one accelerometer signal, a Sit-to-Stand transition, determine, based on the Sit-to-Stand transition occurring, a second plurality of PTTs after the Sit-to-Stand transition, and determine a likelihood that a person, such as a patient, may fall based on the first plurality of PTTs and the second plurality of PTTs.

Abstract: A detection device for fusion of tactile sensing and optical tomography includes a handheld probe, a controller for performing signal control and data acquisition on the handheld probe and communicating with a computer, and the computer for performing data analysis and image reconstruction and display on controller information. The handheld probe includes a probe front cover. A tactile sensor, a probe base, and a photoelectric sensor module disposed in sequence are sandwiched between a first probe side cover and a second probe side cover matching the probe front cover. An optical fiber connected to the photoelectric sensor module is interposed between the first probe side cover and the second probe side cover. A detection method based on the detection device comprises detecting tumors inside biological tissue, and detecting physical changes (i.e. local hardness) of the tissue and functional changes (i.e. blood supply distribution) of the tissue.

Abstract: Determining lung capacity of includes capturing an audio waveform of the user performing an utterance presented to a user. A video of the user performing the utterance can be captured. The captured audio waveform and the video are analyzed for compliance. Based on the audio waveform, an indicator of respiratory function is determined. The indicator is compared with a reference indicator to determine health of the user. A machine learning model such as neural network can be trained to predict the indicator of the respiratory function based on input features comprising audio spectral and temporal characteristics of utterances. Determining the indicator or respiratory function can include running the trained machine learning model.

Abstract: Disclosed is an intraluminal catheter that includes a flexible elongate shaft configured to be positioned within a body lumen of a patient, and an intraluminal sensor disposed at the distal portion of the shaft that is configured to sense a characteristic within the body lumen. The shaft further comprises a plurality of wires disposed around a lumen, wherein the wires are helically twisted. The wires can be helically twisted in a single direction to form a cylindrical shape. This helical structure is configured to stiffen the flexible elongate shaft for movement into an obstruction within the body lumen without kinking.

Abstract: A handle device is provided comprising a first wing and a second wing. The first wing and the second wing are configured to pivot about a common axis to one another. The first wing has one or more first ridge, and a first one or more clearance spaces. The second wing has one or more second ridges and a second one or more clearance spaces. The one or more first ridges is configured to be received within the second one or more clearance spaces and the one or more second ridges is configured to be received within the first one or more clearance spaces when the first wing is pivoted about the common axis to the second wing in a folded configuration.

Abstract: A motor control score is automatically generated for a subject based on electroencephalography (EEG) data represented as a plurality of EEG waveforms obtained from a plurality of EEG electrodes. Each waveform is separated into at least one window, containing a portion of the EEG waveform representative of neural activity corresponding to a movement performed by the subject. At least one or more frequency components and/or signal components are determined from the EEG data in the window, and a motor control score is determined based on these components. The frequency components may correspond to event-related desynchronization (ERD) response frequency band and event-related synchronization (ERS) response frequency band. In other embodiments, the frequency components correspond to a phase response and the signal components correspond to a signal power spectrum density of the window, which are provided to a primary neural network model to determine the motor control score.

Abstract: In one embodiment, a sensor includes a capsule having a cavity and a sheath, a transducer coupled to electronic circuitry in the cavity, and a clip outside the capsule. The capsule and the clip are configured to hold in vivo an object within an opening between the capsule and the clip. The transducer is configured to detect an incoming signal indicative of a physiological parameter of the object being held, and the electronic circuitry is configured to wirelessly transmit a signal containing information about the physiological parameter obtained from the incoming signal. The sensor is part of a measurement system to measure the physiological parameter. Another embodiment describes a method using the measurement system.

Abstract: Embodiments include medical devices comprising a handle assembly including a wire tensioner component and an adjustment knob, the adjustment knob configured to rotate about a longitudinal axis of the handle assembly; an elongate shaft coupled to the handle assembly, the elongate shaft defining a lumen and including a deflectable section; a first wire coupled to the adjustment knob and extending from the adjustment knob through the lumen to at least a distal end portion of the deflectable section; and a second wire coupled to the wire tensioner component and extending from the wire tensioner component to at least the distal end portion of the deflectable section, the second wire having a deflectable extraluminal section configured to deflect independently of the deflectable section.

Abstract: A device includes an EMG processing application operable with a processing module to receive an output signal from EMG testing, wherein the output signal represents electrical activity of at least one muscle. The EMG processing application is operable to process the output signal to detect at least one type of waveform of a plurality of types of waveforms from the output signal and display the detected at least one type of waveform.

Abstract: A monitoring system may include a processor and display system for displaying results from the monitoring. A user may be in a sterile field away from the processor and display system and selected input devices. A controller may be physically connected to the monitoring system from the sterile field to allow the user to control the monitoring system.