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List of works by Anke Meyer-Bäse

AI-Enhanced Diagnosis of Challenging Lesions in Breast MRI: A Methodology and Application Primer

scientific article published on 30 August 2020

Advanced computer vision approaches in biomedical image analysis.

scientific article published on 3 July 2014

An Undergraduate Course and Laboratory in Digital Signal Processing With Field Programmable Gate Arrays

scholarly article by Uwe Meyer-Base et al published November 2010 in IEEE Transactions on Education

Analysis of dynamic susceptibility contrast MRI time series based on unsupervised clustering methods

scientific article published on September 2007

Application and evaluation of a motion compensation technique to breast MRI

Application and evaluation of novel optical-flow-based motion correction algorithms to breast MRI

Automated Detection and Segmentation of Nonmass-Enhancing Breast Tumors with Dynamic Contrast-Enhanced Magnetic Resonance Imaging

scientific article published on 24 October 2018

Automated analysis of non-mass-enhancing lesions in breast MRI based on morphological, kinetic, and spatio-temporal moments and joint segmentation-motion compensation technique

Automated analysis of single and joint kinetic and morphologic features for non-masses

Automated analysis of spatio-temporal features for non-masses

Blind source separation based on self-organizing neural network

CAD-system based on kinetic analysis for non-mass-enhancing lesions in DCE-MRI

article

COMPUTER-AIDED DIAGNOSIS AND VISUALIZATION BASED ON CLUSTERING AND INDEPENDENT COMPONENT ANALYSIS FOR BREAST MRI.

scientific article published on October 2008

Classification of small contrast enhancing breast lesions in dynamic magnetic resonance imaging using a combination of morphological criteria and dynamic analysis based on unsupervised vector-quantization

scientific article published on January 2008

Cluster analysis of dynamic cerebral contrast-enhanced perfusion MRI time-series

scientific article published in January 2006

Clustering of Dependent Components: A New Paradigm for fMRI Signal Detection

Comparison of two exploratory data analysis methods for fMRI: unsupervised clustering versus independent component analysis

scientific article

Computational techniques to the topology and dynamics of lipidomic networks found in glioblastoma cells

Computer-aided diagnosis and lipidomics analysis to detect and treat breast cancer

Computer-aided diagnosis for diagnostically challenging breast lesions in DCE-MRI based on image registration and integration of morphologic and dynamic characteristics

article

Computer-aided diagnosis of small lesions and non-masses in breast MRI

article

Computing H/D-exchange rates of single residues from data of proteolytic fragments.

scientific article

Current Status and Future Perspectives of Artificial Intelligence in Magnetic Resonance Breast Imaging

scientific article published on 28 August 2020

Customized Nios II multi-cycle instructions to accelerate block-matching techniques

Data partitioning and independent component analysis techniques applied to fMRI

article published in 2004

Dependent component analysis applied to lesions' characterization in breast MRI

Detecting low-frequency functional connectivity in fMRI using unsupervised clustering algorithms

scholarly article published 17 April 2006

Determining and interpreting correlations in lipidomic networks found in glioblastoma cells ⬇️

scientific article published on September 7, 2010

Dynamical Graph Theory Networks Methods for the Analysis of Sparse Functional Connectivity Networks and for Determining Pinning Observability in Brain Networks

scientific article published on 5 October 2017

Dynamical aspects of multi-time scale unsupervised neural networks

Dynamical complex network theory applied to the therapeutics of brain malignancies

scholarly article published 20 May 2015

Dynamical graph theory networks techniques for the analysis of sparse connectivity networks in dementia

scholarly article published 16 May 2017

Exploratory data analysis methods applied to fMRI

Feature selection and extraction

Fully automated biomedical image segmentation by self-organized model adaptation.

scientific article published in October 2004

Gaussian graphical modeling reveals specific lipid correlations in glioblastoma cells

Gene regulatory networks simplified by nonlinear balanced truncation

article

Genetic algorithms

Global asymptotic stability of a class of dynamical neural networks.

scientific article

Global exponential stability of competitive neural networks with different time scales.

scientific article published in January 2003

Global stability analysis and robust design of multi-time-scale biological networks under parametric uncertainties.

scientific article published on 14 July 2009

Graph clustering techniques applied to the glycomic response in glioblastoma cells to treatments with STAT3 phosphorylation inhibition and fetal bovine serum

article

High Performance GP-Based Approach for fMRI Big Data Classification

ICA, kernel methods and nonnegativity: New paradigms for dynamical component analysis of fMRI data

Improved computer-aided diagnosis for breast lesions detection in DCE-MRI based on image registration and integration of morphologic and dynamic characteristics

article

Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support

scientific article published on 22 July 2016

Information-Theoretic Model Selection for Independent Components

article

Intelligent computer-aided diagnosis system for breast MRI combining kinetic and morphological aspects

Inter- and intra-observer agreement of BI-RADS-based subjective visual estimation of amount of fibroglandular breast tissue with magnetic resonance imaging: comparison to automated quantitative assessment.

scientific article published on 23 April 2016

Intraoperative Magnetic Resonance Imaging of Cerebral Oxygen Metabolism During Resection of Brain Lesions

scientific article

Introduction

Local exponential stability of competitive neural networks with different time scales

Medical image compression using topology-preserving neural networks

scholarly article by Anke Meyer-Bäse et al published June 2005 in Engineering Applications of Artificial Intelligence

Model-free functional MRI analysis based on unsupervised clustering.

scientific article published in February 2004

Model-free functional MRI analysis using topographic independent component analysis.

scientific article published in August 2004

NIOS II processor-based acceleration of motion compensation techniques

Neural Net Computing for Image Processing

Neuronale Netz-Detektion von Brustkrebs basierend auf einer Multi-Skalen Analyse

Novel insights into the lipidome of glioblastoma cells based on a combined PLSR and DD-HDS computational analysis

Novel systems biology and computational methods for lipidomics

Optical flow optimization using parallel genetic algorithm

Optimization of block-matching algorithms using custom instruction-based paradigm on NIOS II microprocessors

Performance evaluation based on cluster validity indices in medical imaging

scholarly article published 17 April 2006

Proteomic data analysis of glioma cancer stem-cell lines based on novel nonlinear dimensional data reduction techniques

scholarly article published 12 July 2016

Quadratic-Type Lyapunov Functions for Competitive Neural Networks with Different Time-Scales ⬇️

scientific article published in January 1996

Quantitative analysis of breast DCE-MR images based on ICA and an empirical model

article

Realisierung einer neuronalen Hardware mit Signalprozessor und programmierbaren Gate-Arrays

Robust stability analysis and design under consideration of multiple feedback loops of the tryptophan regulatory network of Escherichia coli.

scientific article published on January 2010

Robust stability analysis of the heat shock response in E. coli

Second-Order Blind Source Separation Based on Multi-dimensional Autocovariances

Segmentation and classification of dynamic breast magnetic resonance image data

Singular perturbation analysis of competitive neural networks with different time scales.

scientific article published in November 1996

Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach

scientific article

Spatio-temporal feature extraction for differentiation of non-mass-enhancing lesions in breast MRI

Stability analysis of a class of noise perturbed neural networks.

scientific article published in June 1997

Stochastic stability analysis of competitive neural networks with different time-scales

The driving regulators of the connectivity protein network of brain malignancies

scholarly article published 16 May 2017

Transformation radial basis neural network for relevant feature selection

Tree-Dependent and Topographic Independent Component Analysis for fMRI Analysis

Tree-dependent and topographic independent component analysis for fMRI analysis

Visual analysis and dynamical control of phosphoproteomic networks

Visual exploratory analysis of DCE-MRI data in breast cancer based on novel nonlinear dimensional data reduction techniques

Visual exploratory analysis of integrated chromosome 19 proteomic data derived from glioma cancer stem-cell lines based on novel nonlinear dimensional data reduction techniques

scholarly article published 21 May 2015

Visualization of suspicious lesions in breast MRI based on intelligent neural systems

scholarly article published 5 May 2006

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