Other

Universidad Politècnica De València

Jose Vicente Manjon Herrera

Donald Louis Collins

Pierrick Coupe

Carlos Saez Silvestre

Juan Miguel Garcia Gomez

Elies Fuster Garcia

Javier Juan Albarracin

Miguel Esparza Manzano

Monserrat Robles Viejo

Applicants have discovered a new low-cost and accessible method and apparatus that allowing for quicker and more precise state determinations based on medical images. The method and apparatus are non-intrusive and require providing a medical image of a subject and determining a state based on a comparison to a training image set comprising two or more states. There is provided, according to the present invention, a computer-implemented method for processing medical images comprising calculating non-local means patch-based weights comparing patches surrounding pixels of interest in a test image with a number of patches of pixels surrounding a corresponding number of pixels in reference images; and calculating for the pixels of interest at least one state estimation using a given state assigned to said reference images and said weights.

Segmentation of structures for state determination

The method of generating multi-parametric nosological images including the steps of obtaining a stack of images; improving such images; reducing the images to a new space of equivalent representation; classifying in an unsupervised manner the units of the images obtained according to a pre-established number of classes without biological interpretation; automatically assigning multi-parametric profiles to the obtained classes; and generating a nosological image through the obtained classes. The system includes an imaging unit; an image processing unit for processing the obtained images and generating therefrom a multi-parametric nosological image; a connection for transmitting the images obtained by the imaging unit to the image processing unit; and a display for displaying the generated multi-parametric nosological image.

Method and system for generating multiparametric nosological images

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Valencia, Spain

Jose Vicente Manjon Herrera