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List of works by Marek Kretowski

A Distributed Approach for Development of Deformable Model-Based Segmentation Methods

scientific article published in 2014

A Multi-objective Evolutionary Approach to Pareto Optimal Model Trees. A Preliminary Study

scientific article published in 2016

A Texture-Based Energy for Active Contour Image Segmentation

scientific article published in 2015

A multi-objective evolutionary approach to Pareto-optimal model trees

scientific article published on 26 November 2018

A new approach in combined modeling of MRI and blood flow: A preliminary study

scientific article published in May 2012

An Evolutionary Algorithm for Global Induction of Regression Trees

scientific article published in 2010

An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models

scientific article published in 2011

An evolutionary algorithm for global induction of regression and model trees

scientific article published in 2013

Blood Flow Simulation in Patient-Specific Segmented Hepatic Arterial Tree

scientific article published in June 2017

Computational modeling of MR flow imaging by the lattice Boltzmann method and Bloch equation

scientific article published on 25 May 2013

Cost-Sensitive Extensions for Global Model Trees: Application in Loan Charge-Off Forecasting

scientific article published in 2014

Cost-sensitive Global Model Trees applied to loan charge-off forecasting

scientific article published in June 2015

Coupling texture analysis and physiological modeling for liver dynamic MRI interpretation

scientific article published on January 2007

Does Memetic Approach Improve Global Induction of Regression and Model Trees?

scientific article published in 2012

Effect of Slice Thickness on Texture-Based Classification of Liver Dynamic CT Scans

scientific article published in 2013

Evolutionary Algorithms for Global Decision Tree Induction

scholarly article

Evolutionary Induction of Classification Trees on Spark

scientific article published in 2018

Evolutionary Induction of Mixed Decision Trees

scientific article published in October 2007

Evolutionary approach for relative gene expression algorithms.

scientific article published on 23 March 2014

Evolutionary induction of a decision tree for large-scale data: a GPU-based approach

scientific article published on 22 August 2016

Evolutionary induction of global model trees with specialized operators and memetic extensions

scientific article published in December 2014

Fast algorithm for 3-D vascular tree modeling

scientific article published in February 2003

GPU Accelerated Simulations of Magnetic Resonance Imaging of Vascular Structures

scientific article published in 2016

GPU-Accelerated Evolutionary Induction of Regression Trees

scientific article published in 2017

GPU-based computational modeling of magnetic resonance imaging of vascular structures

scientific article published in December 2016

Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution

Global Induction of Oblique Decision Trees: An Evolutionary Approach

Global Induction of Oblique Model Trees: An Evolutionary Approach

scientific article published in 2013

Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis

scientific article published in 2013

Globally Induced Model Trees: An Evolutionary Approach

scientific article published in 2010

Hepatic tumor enhancement in computed tomography: combined models of liver perfusion and dynamic imaging

scientific article published in January 2003

Hierarchical Parallel Approach in Vascular Network Modeling – Hybrid MPI+OpenMP Implementation

scientific article published in 2012

Hybrid Parallelization of Evolutionary Model Tree Induction

scientific article published in 2016

In silico modeling of magnetic resonance flow imaging in complex vascular networks

scientific article published on 9 July 2014

MESA: Complete approach for design and evaluation of segmentation methods using real and simulated tomographic images

scientific article published in 2014

MRI Texture Analysis for Differentiation Between Healthy and Golden Retriever Muscular Dystrophy Dogs at Different Phases of Disease Evolution

scientific article published in 2015

MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors

scientific article published in 2016

Modeling hepatic enhancement in computer tomography for texture interpretation

Multi-Image Texture Analysis in Classification of Prostatic Tissues from MRI. Preliminary Results

scientific article published in 2014

Multi-Test Decision Trees for Gene Expression Data Analysis

scientific article published in 2012

Multi-sequence texture analysis in classification of in vivo MR images of the prostate

scientific article published in 2016

Multi-test decision tree and its application to microarray data classification

scientific article published on 10 February 2014

Multiscale model of liver DCE-MRI towards a better understanding of tumor complexity

scientific article published on 15 September 2009

Novel Extension of k − TSP Algorithm for Microarray Classification

Parallel Implementation of Vascular Network Modeling

scientific article published in 2008

Physiological modeling of tumor-affected renal circulation

scientific article published in July 2008

Physiologically based modeling of 3-D vascular networks and CT scan angiography

scientific article published in February 2003

SIMULATION OF HEPATOCELLULAR CARCINOMA IN MRI BY COMBINED MACROVASCULAR AND PHARMACOKINETIC MODELS

scientific article published in 2007

Simulation of biphasic CT findings in hepatic cellular carcinoma by a two-level physiological model

scientific article published on March 2007

TIGER: an evolutionary search for Top Inter-GEne Relations

scientific article published in 2016

Texture-based characterization of arterialization in simulated MRI of hypervascularized liver tumors

scientific article published in June 2009

The role of decision tree representation in regression problems – An evolutionary perspective

scientific article published in November 2016

Top Scoring Pair Decision Tree for Gene Expression Data Analysis ⬇️

scientific article published on January 1, 2011

Toward Texture-Based 3D Level Set Image Segmentation

scientific article published on 15 October 2015

Toward a better understanding of texture in vascular CT scan simulated images

scientific article published in 2001

Towards a patient-specific hepatic arterial modeling for microspheres distribution optimization in SIRT protocol

scientific article

Towards multi-stage texture-based active contour image segmentation

scientific article published on 28 November 2016

Vascular Network Modeling - Improved Parallel Implementation on Computing Cluster

scientific article published in 2010

Vascular system modeling in parallel environment - distributed and shared memory approaches

scientific article published on 5 May 2011

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