Classifying nuclei in histology images

J Bredno, C Chefd'hotel, K Nguyen - US Patent 10,628,658, 2020 - Google Patents
Disclosed, among other things, is a computer device and computer-implemented method of
classifying cells within an image of a tissue sample comprising providing the image of the …

Combining information theoretic kernels with generative embeddings for classification

M Bicego, A Ulaş, U Castellani, A Perina, V Murino… - Neurocomputing, 2013 - Elsevier
Classical approaches to learn classifiers for structured objects (eg, images, sequences) use
generative models in a standard Bayesian framework. To exploit the state-of-the-art …

Automated analysis of tissue micro-array images on the example of renal cell carcinoma

PJ Schüffler, TJ Fuchs, CS Ong, V Roth… - Similarity-Based Pattern …, 2013 - Springer
Automated tissue micro-array analysis forms a challenging problem in computational
pathology. The detection of cell nuclei, the classification into malignant and benign as well …

On the Combination of Information-Theoretic Kernels with Generative Embeddings

PMQ Aguiar, M Bicego, U Castellani… - Similarity-Based Pattern …, 2013 - Springer
Classical methods to obtain classifiers for structured objects (eg, sequences, images) are
based on generative models and adopt a classical generative Bayesian framework. To …

[PDF][PDF] WP6: Analysis of tissue micro-array (TMA) images of renal cell carcinoma. D6. 2: Final Work Package Report

P Schüffler, S Wulff, T Fuchs, CS Ong, V Roth… - 2011 - cordis.europa.eu
The clinical workflow of cancer tissue analysis is composed of several estimation and
classification steps which yield a diagnosis of the disease stage and a therapy …

[PDF][PDF] Project web site http://simbad-fp7. eu

A Ulaş, U Castellani, M Bicego, V Murino, M Cristani… - cordis.europa.eu
This document results from work carried out in the context of the Work package 7-Analysis of
brain magnetic resonance (MR) scans for the diagnosis of mental illness-of the SIMBAD …