Systems and methods are provided for automatic measurement of strains and strain-ratio calculation for sonoelastography.

Disclosed are a screening apparatus using a multi-channel array electrode probe and a method of operating the screening apparatus, wherein the screening apparatus includes a probe inserted into the inside of the human body and including a plurality of electrodes in contact with any one portion of the inside and an endoscope camera for photographing the portion; a location identifier for identifying a location in contact with the electrodes in an image photographed by the endoscope camera; an electrical property measuring device for measuring the electrical properties of the identified location; a mapping processor for mapping the measured electrical properties to an electrical model for the internal tissue; and a visualization information generator for, based on the mapping results, generating visualization information for visualization of the degree of deformation of the tissue with respect to the measured electrical properties.

A method for automated detection of cervical pre-cancer includes: providing at least one cervigram; pre-processing the at least one cervigram; extracting features from the at least one pre-processed cervigram; and classifying the at least one cervigram as negative or positive for cervical pre-cancer based on the extracted features.

For each of a plurality of time frames in the scan session for producing acoustic images of an area of interest, including a cervix, a system and method: construct (1520) a three dimensional volume of the area of interest from one or more image signals and the inertial measurement signal; apply (1530) a deep learning algorithm to the constructed three dimensional volume of interest to qualify an image plane for obtaining a candidate cervical length for the cervix; perform (1540) image segmentation and object detection for the qualified image plane to obtain the candidate cervical length. The shortest candidate cervical length from the plurality of time frames is selected as the measured cervical length for the scan session. A display device (116) displays an image of the cervix corresponding to the measured cervical length for the scan session, and an indication of the measured cervical length for the scan session.

A computer-implemented method for deriving a physiological rank indicative of a physiological status of a user, the computer-implemented method comprising acquiring, from a sensor on a wearable device worn by a user, data including bodily parameter data related to the user, and applying a model to the bodily parameter data to obtain physiological information related to the user, and deriving, from the physiological information, a physiological rank indicative of a physiological status of the user wearing the device, wherein the physiological rank is a given value on a physiological rank scale.

The present invention comprises methods and devices comprising a cutting element used to contact circumferentially and longitudinally the surface walls of the endocervical canal to provide for broad and complete contact of the intended surface with the device, resulting in attainment of a sufficient volume and comprehensive tissue sample for analysis as an endocervical curettage or screening pap smear. The device may provide for a reservoir for the obtained sample to be contained when removing from the cervical canal and vagina. The device may be comprised of a detachable means or be of a material that allows the user to cut the sampling head of the device for placement in collection means to maximize the amount of tissue or cells being sent to the laboratory for analysis.

An apparatus for determining a force F.sub.tip applied to a tip of an electrical impedance spectroscopy probe includes a load cell, accelerometer, and a processing means. The probe tip has a substantially planar distal end for contacting human or animal tissue. The load cell measures the force F.sub.loadcell applied axially along a longitudinal axis when the probe tip is in contact with human or animal tissue. The accelerometer measures a gravity vector A.sub.axial. The apparatus includes a means for compensating for the mass of the probe tip using the measured force and the gravity vector to produce a calibrated measurement force F applied to the probe tip.

A system, device, and accompanying software for the remote, three-dimensional, and high-throughput imaging and analysis of human lesions, across a range of wavelengths, lens radii and imaging sensors. This system, device, and software generates and analyses of tumor images at infrared wavelengths through the use of miniaturized, liquid lenses. It has a number of clinical, diagnostic, research, and other imaging applications, including the remote, three-dimensional, and high-throughput imaging and analysis of human cancer tumors.

A system, methods, and device for visualizing, quantifying, and monitoring labor progression, comprises a soft-tipped endoscope adapted for transvaginal positioning; a camera disposed at a distal end of the endoscope and adapted for capturing image data; a data transmitter; a data receiver; a processor configured to analyze the images and quantify cervical and fetal position data; and a data display for care provider review.

Methods and system are described for multi-modal, multi-parametric, non-invasive, and real-time assessment of cervical tissue through a multi-modal probe device for use within a vaginal canal and an associated imaging system to assess a risk of preterm delivery of an expectant mother. The multi-modal system may include ultrasound (US) imaging, viscoelastic (VE) imaging, and/or photoacoustic (PA) imaging of the cervical issue to determine cervical biomarker information indicative of parameters including, but not limited to, a collagen to water ratio such that a more water dominant ratio is indicative of a risk of preterm delivery.