Axel Wismüller

Axel Wismüller publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Axel Wismüller sits on this spectrum.

Axel Wismüller D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Axel Wismüller sits on this spectrum.

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