Owkin, Inc.

Owkin France Sas

Centre Leon Berard

Charles Maussion

Pierre Courtiol

Gilles Wainrib

Jean-Yves Blay

Benoit Schmauch

Charlie Saillard

Thomas Clozel

Olivier Moindrot

Françoise Galateau Salle

Françoise Galateau Sallé

A method and apparatus of a device that classifies a mesothelioma image is described. In an exemplary embodiment, the device segments the mesothelioma image into a region of interest that includes information useful for classification, and a background region, by applying a first convolutional neural network. In addition, the device tiles the region of interest into a set of tiles. For each tile, the device extracts a feature vector of that tile by applying a second convolutional neural network, where the features of the feature vectors represent local descriptors of the tile. Furthermore, the device processes the extracted feature vectors of the set of tiles to classify the image.

Systems and methods for mesothelioma feature detection and enhanced prognosis or response to treatment

A method and apparatus of a device that classifies an image is described. In an exemplary embodiment, the device segments the image into a region of interest that includes information useful for classification and a background region by applying a first convolutional neural network. In addition, the device tiles the region of interest into a set of tiles. For each tile, the device extracts a feature vector of that tile by applying a second convolutional neural network, where the features of the feature vectors represent local descriptors of the tile. Furthermore, the device processes the extracted feature vectors of the set of tiles to classify the image.

Systems and methods for image preprocessing

Growing community of inventors

Paris, France

Charles Maussion