摘要:
Circuitry of a gaze/eye tracking system obtains one or more images of a left eye and one or more images a right eye, determines a gaze direction of the left eye based on at least one obtained image of the left eye, determines a gaze direction of the right eye based on at least one obtained image of the right eye, determines a first confidence value based on the one or more obtained images of the left eye, determines a second confidence value based on the one or more obtained images of the right eye, and determines a final gaze direction based at least in part on the first confidence value and the second confidence value. The first and second confidence values represent indications of the reliability of the determined gaze directions of the left eye and the right eye, respectively. Corresponding methods and computer-readable media are also provided.
摘要:
Aspects of the present disclosure relate to a method for optimizing circles and ellipses to objects or regions in an image using an Active Disc (AD).In particular, embodiments explained herein pertain to fundus image processing for identifying potentially glaucomatous eye conditions. The Optic Disc (OD) and Optic Cup (OC) in the fundus image are segmented and outlined based on the notion of AD, which comprises a pair of dynamic concentric inner and outer discs as template. The AD is made to evolve from a specified initialization towards the boundary of the OD based on a pre-defined energy criterion such as by minimizing a local disc energy function. The disclosed method is fully automatic and can carry out severity grading of glaucoma based on CDR/RDR and ISNT rule by measurement of inferior, superior, nasal, and temporal neuroretinalrim width.
摘要:
Eye-related pathologies are diagnosed, or monitored, by useof optical coherence tomography angiography (OCTA) images. Avascular regions in the OCTA image are identified and optionally labeled as test or nonessential for particular applications. Nonessential avascular regions may correspond to avascular regions similar to those typicallyfound in healthy eyes or to low quality regions of the OCTAimage. Nonessential avascular regions may be removed, and the remaining avascular regions may be designated test avascular regions and submitted for analysis, e.g., by calculating anavascular index of the test avascular regions or by comparing the test avascular regions to a database of healthy and/or diseased avascular regions, or by usinga neural network trained on the database. Fig. 2
摘要:
Data processing method and computer equipment for the characterization of a parametric indicator for central nervous system health status based on data collected from non-invasive retina imaging by optical coherence tomography, OCT, said method comprising: processing data from the collected OCT data to compute a texture parameter or parameters from collected fundus imaging data; classifying the computed texture parameter or parameters into a central nervous system health status for characterizing said parametric indicator. The method is able to analysed optical coherence tomography data of one or more tissues of the human and animal central nervous system. The presented method overcomes the need for expensive and complex imaging facilities to assess the health status of the central nervous system in humans and animals in health and disease. It allows for the classification of healthy controls and patients into the correct group and to monitor changes over time in a fraction of the time and of the cost. Moreover, the technique may be spread because of the low cost and compact nature of the acquisition device as compared to currently used instrumentations, the magnetic resonance imaging and computer tomography devices.
摘要:
Disclosed herein are methods and apparatuses for detecting vision-degenerative diseases. A first method comprises obtaining a dataset of fundus images, using a custom deep learning network to process the dataset of fundus images, and providing, as an output, a function for use in diagnosing a vision-degenerative disease. A computing device comprises memory storing a representation of the function produced by the first method, and one or more processors configured to use the function to assist in the diagnosis of the vision-degenerative disease. A second method is for determining a likelihood that a patient's eye has a vision-degenerative disease, the method comprising obtaining a fundus image of the patient's eye, processing the fundus image using the function obtained from the first method, and, based on the processing of the fundus image, providing an indication of the likelihood that the patient's eye has the vision-degenerative disease.
摘要:
The present invention relates to a method and a device for estimating a full shape of a lens of an eye from measurements of the lens taken in-vivo by optical imaging techniques, the measurements comprising visible portions of the lens, the method comprises defining non-visible portions of the lens parting from the in-vivo measurements and using a geometrical model of a lens previously built from ex-vivo measurements. The full shape parameters of the crystalline lens can be estimated in the present invention from optical imaging techniques to improve the estimation of the IOL position and thus the IOL power selection.
摘要:
In some embodiments of the present invention, a method of reducing artifacts includes obtaining OCT/OCTA data from an OCT/OCTA imager; preprocessing OCTA/OCT volume data; extracting features from the preprocessed OCTA/OCT volume data; classifying the OCTA/OCT volume data to provide a probability determination data; determining a percentage data from the probability data determination; and reducing artifacts in response to the percentage data.
摘要:
A retinal biomarker processing system and method. Embodiments comprise an image processor to receive image data corresponding to a patient the image having a scale and a pixel location and a pixel size of one or more retinal biomarkers, a measurement analyzer configured to determine an absolute size of each of the one or more retinal biomarkers, a biomarker analyzer configured to determine an indicator related to a health outcome for the patient based on the absolute size of at least one of the one or more retinal biomarkers, In embodiments, the user identifies the size of one or more biomarkers by clicking on pixel locations that are converted to absolute locations. In embodiments, a likelihood of neurological disease in the patient can be determined.
摘要:
A method for arriving at diagnoses for illnesses of patients based on comparison of retina images with predetermined ranges and thresholds. A patient's retina image is processed to extract information relating to predetermined characteristics with associated parameter ranges. Sets of characteristics with predetermined parameter ranges are matched with conditions. Predetermined conditions are matched to arrive to diagnoses. The parameter ranges are adjustable to increase/decrease the certainty of diagnoses or include others that are less probable.