Kenko Imalytics

Mama

DTI

PLS

Partial Least Squares - Diffusion Tensor Imaging (PLS-DTI): A novel approach for biomarker imaging in breast cancer

15-04-2023

A new DTI calculation method based on Partial Least Squares (PLS), which has some advantages over the traditional OLS calculation.

Leer artículo destacado

Publicaciones científicas

Descubre nuestro trabajo a lo largo de 10 años de investigación

PRÓSTATA

PERFUSIÓN

MCR

Prostate functional magnetic resonance image analysis using multivariate curve resolution methods

Study of the potential of MCR models to extract physiological dynamics behaviors from DCE-MRI prostate perfusion studies for cancer diagnosis.

18-12-2013

Ver artículo

PRÓSTATA

MCR

MRI

Multivariate Curve Resolution for Magnetic Resonance Image Analysis: Applications in Prostate Cancer Biomarkers Development

Chapter 16 in “Data Handling in Science and Technology”, Volume 30, 2016

13-08-2016

Ver artículo

MAMA

PERFUSIÓN

MCR

PLS-DA

Virtual biopsies for breast cancer using MCR-ALS perfusion-based biomarkers and double cross-validation PLS-DA

Defining new biomarkers for discrimination and prediction of breast cancer. A unique probabilistic map called “virtual biopsy” is provided for helping the specialist with the identification of the tumors.

PRÓSTATA

DIFUSIÓN

MCR

Prostate Diffusion Weighted-Magnetic Resonance Image analysis using Multivariate Curve Resolution methods

MCR has been applied on prostate DW-MRI by sequentially incorporating prior knowledge on the MCR constraints.

15-11-2014

Ver artículo

PRÓSTATA

PERFUSIÓN

PLS-DA

Biomarker comparison and selection for prostate cancer detection in Dynamic Contrast Enhanced-Magnetic Resonance Imaging (DCE-MRI)

Comparison of imaging biomarkers obtained from MCR with those obtained from pharmacokinetic models for cancer tumor depiction using PLS-DA.

19-04-2017

Ver artículo

MAMA

DTI

MCR

New breast cancer biomarkers from diffusion magnetic resonance imaging based on the Diffusion Tensor using multivariate curve resolution (MCR) models

Apply MCR to anisotropic structures in diffusion sequences based on the Diffusion Tensor to obtain new easy-to-interpret imaging biomarkers useful for early diagnosis.

PRÓSTATA

PERFUSIÓN

PCA

Automatic Individual Arterial Input Functions Calculated From PCA Outperform Manual and Population-Averaged Approaches for the Pharmacokinetic Modeling of DCE-MR Images

A segmentation method to calculate an automatic AIF based on PCA of DCE-MR imaging and compare it with individual manually selected and population-averaged AIFs.

20-11-2014

Ver artículo

PRÓSTATA

MRI

SMB-PLS

Sequential multiblock partial least squares discriminant analysis for assessing prostate cancer aggressiveness with multiparametric magnetic resonance imaging

Pharmacokinetic, exponential and MCR models have been calculated and analyzed with SMB-PLS-DA including technique-block differentiation, in order to better assess for cancer aggressiveness.

25-05-2022

Ver artículo

La plataforma que revolucionará la forma de diagnosticar el cáncer

Contáctanos para más

Generamos biomarcadores punteros de apoyo al ojo clínico para ofrecer tiempo y vida a los pacientes con sospecha de cáncer. Somos la nueva tecnología disruptiva.

Soluciones para

La plataforma

Sobre Kenko

Publicaciones científicas

Soporte

Contacto

Universitat Politècnica de València Carrer Pedro Duque, Edificio 9B , Acceso Oeste, Cam. de Vera, s/n, 46022 Valencia

web@kenkoimalytics.es

Política de privacidad

Política de cookies

Legal

La plataforma que revolucionará la forma de diagnosticar el cáncer

Contáctanos para más

Generamos biomarcadores punteros de apoyo al ojo clínico para ofrecer tiempo y vida a los pacientes con sospecha de cáncer. Somos la nueva tecnología disruptiva.

Soluciones para

La plataforma

Sobre Kenko