Axel Wismüller

Overview

Best Publications

• Cluster Analysis of Biomedical Image Time-Series

  Axel Wismüller;Oliver Lange;Dominik R. Dersch;Gerda L. Leinsinger

  194
  Citations

• MRI tumor segmentation with densely connected 3D CNN

  Lele Chen;Yue Wu;Adora M. DSouza;Anas Z. Abidin

  115
  Citations

• Classification of Small Lesions in Breast MRI: Evaluating The Role of Dynamically Extracted Texture Features Through Feature Selection.

  Mahesh B. Nagarajan;Markus B. Huber;Thomas Schlossbauer;Gerda Leinsinger

  89
  Citations

• Local exponential stability of competitive neural networks with different time scales

  Anke Meyer-Bäse;Sergei S. Pilyugin;Axel Wismüller;Simon Foo

  87
  Citations

• Quantitative Comparison of Automatic and Interactive Methods for MRI–SPECT Image Registration of the Brain Based on 3-Dimensional Calculation of Error

  Thomas Pfluger;Christian Vollmar;Axel Wismüller;Stefan Dresel

  87
  Citations

• Classification of small lesions in dynamic breast MRI: eliminating the need for precise lesion segmentation through spatio-temporal analysis of contrast enhancement

  Mahesh B. Nagarajan;Markus B. Huber;Thomas Schlossbauer;Gerda Leinsinger

  86
  Citations

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

  Axel Wismüller;Frank Vietze;Johannes Behrends;Anke Meyer-Baese

  84
  Citations

• The deformable feature map - a novel neurocomputing algorithm for adaptive plasticity in pattern analysis

  Axel Wismüller;Frank Vietze;Dominik R. Dersch;Johannes Behrends

  82
  Citations

• Cluster analysis of signal-intensity time course in dynamic breast MRI: does unsupervised vector quantization help to evaluate small mammographic lesions?

  Gerda Leinsinger;Thomas Schlossbauer;Michael Scherr;Oliver Lange

  82
  Citations

• Segmentation with neural networks

  Axel Wismüller;Frank Vietze;Dominik R. Dersch

  77
  Citations

• Prediction of Biomechanical Properties of Trabecular Bone in MR Images With Geometric Features and Support Vector Regression

  Markus B Huber;Sarah L Lancianese;M B Nagarajan;I Z Ikpot

  77
  Citations

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

  A. Wismuller;A. Meyer-Baese;O. Lange;M.F. Reiser

  77
  Citations

• Adaptive local dissimilarity measures for discriminative dimension reduction of labeled data

  Kerstin Bunte;Barbara Hammer;Axel Wismüller;Michael Biehl

  75
  Citations

• 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.

  Thomas Schlossbauer;Gerda Leinsinger;Axel Wismuller;Oliver Lange

  75
  Citations

• Performance of topological texture features to classify fibrotic interstitial lung disease patterns.

  Markus B. Huber;Mahesh B. Nagarajan;Gerda Leinsinger;Roger Eibel

  72
  Citations

• Neighbor embedding XOM for dimension reduction and visualization

  Kerstin Bunte;Barbara Hammer;Thomas Villmann;Michael Biehl

  71
  Citations

• Computer-Aided Diagnosis in Phase Contrast Imaging X-Ray Computed Tomography for Quantitative Characterization of ex vivo Human Patellar Cartilage

  Mahesh B. Nagarajan;Paola Coan;Markus B. Huber;Paul C. Diemoz

  70
  Citations

• Medical image compression using topology-preserving neural networks

  Anke Meyer-Bäse;Karsten Jancke;Axel Wismüller;Simon Foo

  67
  Citations

• Tumor feature visualization with unsupervised learning.

  Tim Wilhelm Nattkemper;A Wismuller

  66
  Citations

• Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage

  Anas Z. Abidin;Botao Deng;Adora M. DSouza;Mahesh B. Nagarajan

  60
  Citations

• Alteration of brain network topology in HIV-associated neurocognitive disorder: A novel functional connectivity perspective.

  Anas Z. Abidin;Adora M. DSouza;Mahesh B. Nagarajan;Lu Wang

  59
  Citations

• Exploratory Observation Machine (XOM) with Kullback-Leibler Divergence for Dimensionality Reduction and Visualization

  Kerstin Bunte;Barbara Hammer;Thomas Villmann;Michael Biehl

  29
  Citations

• The Exploration Machine --- A Novel Method for Data Visualization

  Axel Wismüller

  23
  Citations

• A Neural Network Approach to Functional MRI Pattern Analysis — Clustering of Time-Series by Hierarchical Vector Quantization

  Axel Wismüller;Dominik R. Dersch;Bernadette Lipinski;Klaus Hahn

  18
  Citations