Axel Wismüller

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 59

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

CoRR

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image Processing

Publications

Nathan Hadjiyski, M. Ali Vosoughi, Axel Wismüller
Cross Modal Global Local Representation Learning from Radiology Reports and X-Ray Chest Images. CoRR (2023)
Axel Wismüller, M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski
Large-Scale Granger Causality (lsGC) for classification of schizophrenia using functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Axel Wismüller, M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski
Identification of schizophrenia patients using large-scale Extended Granger Causality (lsXGC) in functional MR imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Axel Wismüller, Jerome Avondo, Larry Stockmaster, Akhil Kasturi, M. Ali Vosoughi
Tracking the impact of global iodinated contrast agent shortage on radiology: analysis of CT exam volumes at a major US healthcare. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Nathan Hadjiyski, M. Ali Vosoughi, Axel Wismüller
Cross modal global local representation learning from radiology reports and x-ray chest images. Medical Imaging: Computer-Aided Diagnosis (2023)
M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski, Axel Wismüller
Classification of schizophrenia using large-scale kernelized Granger causality (lsKGC) and functional MR imaging. Medical Imaging: Computer-Aided Diagnosis (2023)
Axel Wismüller, M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski
Large-scale Augmented Granger Causality (lsAGC) for discovery of causal brain connectivity networks in schizophrenia patients using functional MRI neuroimaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Mohammad Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
Relation Discovery in Nonlinearly Related Large-Scale Settings. ICASSP (2022)
Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. CoRR (2022)
M. Ali Vosoughi, Axel Wismüller
Large-scale Kernelized Granger Causality (lsKGC) for inferring topology of directed graphs in brain networks. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Axel Wismüller, Larry Stockmaster, M. Ali Vosoughi
Re-defining Radiology Quality Assurance (QA) - Artificial Intelligence (AI)-Based QA by Restricted Investigation of Unequal Scores (AQUARIUS). CoRR (2022)
Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
Inferring functional relations from synthetic fMRI data using large-scale Nonlinear Granger Causality (lsNGC). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Axel Wismüller, Adora M. DSouza, Anas Z. Abidin, M. Ali Vosoughi, Christopher Gange, Isabel O. Cortopassi, Gracijela Bozovic, Alexander A. Bankier, Kiran Batra, Yosef Chodakiewitz, Yin Xi, Christopher T. Whitlow, Janardhana Ponnatapura, Gary J. Wendt, Eric P. Weinberg, Larry Stockmaster, David A. Shrier, Min Chul Shin, Roshan Modi, Hao Steven Lo, Seth Kligerman, Aws Hamid, Lewis D. Hahn, Glenn M. Garcia, Jonathan H. Chung, Talissa Altes, Suhny Abbara, Anna S. Bader
Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting. npj Digit. Medicine 5 (2022)
Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
Exploring directed network connectivity in complex systems using large-scale augmented Granger causality (lsAGC). Medical Imaging: Computer-Aided Diagnosis (2022)
Axel Wismüller, Larry Stockmaster, M. Ali Vosoughi
Investigating Covid-19 pandemic-induced effects on detection of emergent clinical imaging findings by large-scale tracking of utilization and reading results for AI-based image analysis services. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Axel Wismüller, M. Ali Vosoughi
Large-scale augmented Granger causality (lsAGC) for connectivity analysis in complex systems: from computer simulations to functional MRI (fMRI). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
M. Ali Vosoughi, Axel Wismüller
Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI. CoRR (2021)
Axel Wismüller, M. Ali Vosoughi
Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality. CoRR (2021)
Axel Wismüller, M. Ali Vosoughi
Classification of schizophrenia from functional MRI using large-scale extended Granger causality. Medical Imaging: Computer-Aided Diagnosis (2021)
M. Ali Vosoughi, Axel Wismüller
Large-scale extended Granger causality for classification of marijuana users from functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Axel Wismüller, M. Ali Vosoughi
Large-scale Augmented Granger Causality (lsAGC) for Connectivity Analysis in Complex Systems: From Computer Simulations to Functional MRI (fMRI). CoRR (2021)
M. Ali Vosoughi, Axel Wismüller
Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments. EUSIPCO (2021)
M. Ali Vosoughi, Axel Wismüller
Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments. CoRR (2021)
Axel Wismüller, Adora M. DSouza, M. Ali Vosoughi, Anas Z. Abidin
Network connectivity analysis in complex systems using large-scale non-linear Granger causality (lsNGC). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Axel Wismüller, Larry Stockmaster
A prospective randomized clinical trial for measuring radiology study reporting time on Artificial Intelligence-based detection of intracranial hemorrhage in emergent care head CT. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Seyed Saman Saboksayr, John J. Foxe, Axel Wismüller
Attention-deficit/hyperactivity disorder prediction using graph convolutional networks. Medical Imaging: Computer-Aided Diagnosis (2020)
Axel Wismüller, Titas De, Eva Lochmüller, Felix Eckstein, Mahesh B. Nagarajan
Introducing Anisotropic Minkowski Functionals and Quantitative Anisotropy Measures for Local Structure Analysis in Biomedical Imaging. CoRR (2020)
Seyed Saman Saboksayr, Adora M. DSouza, John J. Foxe, Axel Wismüller
Classification of attention-deficit/hyperactivity disorder from resting-state functional MRI with mutual connectivity analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Axel Wismüller, John J. Foxe, Paul Geha, Seyed Saman Saboksayr
Large-scale Extended Granger Causality (lsXGC) for classification of Autism Spectrum Disorder from resting-state functional MRI. Medical Imaging: Computer-Aided Diagnosis (2020)
M. Ali Vosoughi, Axel Wismüller
Large-scale kernelized GRANGER causality to infer topology of directed graphs with applications to brain networks. CoRR (2020)
Axel Wismüller, Larry Stockmaster
Tracking Results and Utilization of Artificial Intelligence (tru-AI) in Radiology: Early-Stage COVID-19 Pandemic Observations. CoRR (2020)
Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
Automated Identification of Thoracic Pathology from Chest Radiographs with Enhanced Training Pipeline. CoRR (2020)
Axel Wismüller, Adora M. DSouza, Anas Z. Abidin
Large-scale nonlinear Granger causality: A data-driven, multivariate approach to recovering directed networks from short time-series data. CoRR (2020)
Udaysankar Chockanathan, Adora M. DSouza, Anas Z. Abidin, Giovanni Schifitto, Axel Wismüller
Automated diagnosis of HIV-associated neurocognitive disorders using large-scale Granger causality analysis of resting-state functional MRI. Comput. Biol. Medicine 106 (2019)
Anas Z. Abidin, Adora M. DSouza, Axel Wismüller
Detecting connectivity changes in autism spectrum disorder using large-scale Granger causality. Medical Imaging: Image Processing (2019)
Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
Classification of autism spectrum disorder from resting-state fMRI with mutual connectivity analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
Automated identification of thoracic pathology from chest radiographs with enhanced training pipeline. Medical Imaging: Computer-Aided Diagnosis (2019)
Anas Z. Abidin, Irfaan Dar, Adora M. D'Souza, Edward P. Lin, Axel Wismüller
Investigating a quantitative radiomics approach for brain tumor classification. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Axel Wismüller
Regional autonomy changes in resting-state functional MRI in patients with HIV associated neurocognitive disorder. Medical Imaging: Image Processing (2018)
Udaysankar Chockanathan, Anas Z. Abidin, Adora M. DSouza, Giovanni Schifitto, Axel Wismüller
Resilient modular small-world directed brain networks in healthy subjects with large-scale Granger causality analysis of resting-state functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu
MRI tumor segmentation with densely connected 3D CNN. Medical Imaging: Image Processing (2018)
Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Lutz Leistritz, Axel Wismüller
Investigating large-scale Granger causality analysis in presence of noise and varying sampling rate. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Anas Zainul Abidin, Adora M. D'Souza, Udaysankar Chockanathan, Giovanni Schifitto, Axel Wismüller
Investigating directed functional connectivity between the resting state networks of the human brain using mutual connectivity analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu
MRI Tumor Segmentation with Densely Connected 3D CNN. CoRR (2018)
Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Giovanni Schifitto, Axel Wismüller
Mutual connectivity analysis of resting-state functional MRI data with local models. NeuroImage 178 (2018)
Udaysankar Chockanathan, Adora M. DSouza, Anas Z. Abidin, Giovanni Schifitto, Axel Wismüller
Identification and functional characterization of HIV-associated neurocognitive disorders with large-scale Granger causality analysis on resting-state functional MRI. Medical Imaging: Computer-Aided Diagnosis (2018)
Anas Z. Abidin, Botao Deng, Adora M. DSouza, Mahesh B. Nagarajan, Paola Coan, Axel Wismüller
Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage. Comput. Biol. Medicine 95 (2018)
Botao Deng, Anas Z. Abidin, Adora M. D'Souza, Mahesh B. Nagarajan, Paola Coan, Axel Wismüller
Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2017)
Adora M. DSouza, Anas Z. Abidin, Axel Wismüller
Investigating changes in resting-state connectivity from functional MRI data in patients with HIV associated neurocognitive disorder using MCA and machine learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Anas Z. Abidin, Udaysankar Chockanathan, Adora M. DSouza, Matilde Inglese, Axel Wismüller
Using large-scale Granger causality to study changes in brain network properties in the Clinically Isolated Syndrome (CIS) stage of multiple sclerosis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Adora M. DSouza, Anas Z. Abidin, Lutz Leistritz, Axel Wismüller
Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI. Medical Imaging: Image Processing (2017)
Anas Z. Abidin, John Jameson, Robert Molthen, Axel Wismüller
Classification of micro-CT images using 3D characterization of bone canal patterns in human osteogenesis imperfecta. Medical Imaging: Computer-Aided Diagnosis (2017)
Adora M. D'Souza, Anas Zainul Abidin, Lutz Leistritz, Axel Wismüller
Large-scale Granger causality analysis on resting-state functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Anas Zainul Abidin, Adora M. D'Souza, Mahesh B. Nagarajan, Axel Wismüller
Investigating changes in brain network properties in HIV-associated neurocognitive disease (HAND) using mutual connectivity analysis (MCA). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Anas Zainul Abidin, Adora M. D'Souza, Mahesh B. Nagarajan, Axel Wismüller
Detecting altered connectivity patterns in HIV associated neurocognitive impairment using mutual connectivity analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Walter A. Checefsky, Anas Z. Abidin, Mahesh B. Nagarajan, Jan S. Bauer, Thomas Baum, Axel Wismüller
Assessing vertebral fracture risk on volumetric quantitative computed tomography by geometric characterization of trabecular bone structure. Medical Imaging: Computer-Aided Diagnosis (2016)
Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, Mahesh B. Nagarajan
Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering. WSOM (2016)
Adora M. D'Souza, Anas Zainul Abidin, Mahesh B. Nagarajan, Axel Wismüller
Mutual connectivity analysis (MCA) using generalized radial basis function neural networks for nonlinear functional connectivity network recovery in resting-state functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Xixi Wang, Mahesh B. Nagarajan, Anas Z. Abidin, Adora M. D'Souza, Susan K. Hobbs, Axel Wismüller
Investigating the use of mutual information and non-metric clustering for functional connectivity analysis on resting-state functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Britta Pester, Christoph Schmidt, Nicole Schmid-Hertel, Herbert Witte, Axel Wismüller, Lutz Leistritz
Identification of whole-brain network modules based on a large scale Granger Causality approach. EMBC (2015)
Mahesh B. Nagarajan, Walter A. Checefsky, Anas Z. Abidin, Halley Tsai, Xixi Wang, Susan K. Hobbs, Jan S. Bauer, Thomas Baum, Axel Wismüller
Characterizing trabecular bone structure for assessing vertebral fracture risk on volumetric quantitative computed tomography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Mahesh B. Nagarajan, Paola Coan, Markus B. Huber, Paul C. Diemoz, Axel Wismüller
Volumetric quantitative characterization of human patellar cartilage with topological and geometrical features on phase-contrast X-ray computed tomography. Medical Biol. Eng. Comput. 53 (11) (2015)
Axel Wismüller, Anas Z. Abidin, Adora M. D'Souza, Xixi Wang, Susan K. Hobbs, Lutz Leistritz, Mahesh B. Nagarajan
Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Anas Z. Abidin, Mahesh B. Nagarajan, Walter A. Checefsky, Paola Coan, Paul C. Diemoz, Susan K. Hobbs, Markus B. Huber, Axel Wismüller
Volumetric characterization of human patellar cartilage matrix on phase contrast x-ray computed tomography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Axel Wismüller, Adora M. DSouza, Anas Z. Abidin, Xixi Wang, Susan K. Hobbs, Mahesh B. Nagarajan
Functional connectivity analysis in resting state fMRI with echo-state networks and non-metric clustering for network structure recovery. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Chetan Bhole, Christopher J. Pal, David Rim, Axel Wismüller
3D segmentation of abdominal CT imagery with graphical models, conditional random fields and learning. Mach. Vis. Appl. 25 (2) (2014)
Christoph Schmidt, Britta Pester, Mahesh Nagarajan, Herbert Witte, Lutz Leistritz, Axel Wismüller
Impact of multivariate granger causality analyses with embedded dimension reduction on network modules. EMBC (2014)
Chien-Chun Yang, Mahesh B. Nagarajan, Markus B. Huber, Julio Carballido-Gamio, Jan S. Bauer, Thomas Baum, Felix Eckstein, Eva Lochmüller, Sharmila Majumdar, Thomas M. Link, Axel Wismüller
Improving bone strength prediction in human proximal femur specimens through geometrical characterization of trabecular bone microarchitecture and support vector regression. J. Electronic Imaging 23 (1) (2014)
Mahesh B. Nagarajan, Paola Coan, Markus B. Huber, Paul C. Diemoz, Christian Glaser, Axel Wismüller
Computer-Aided Diagnosis for Phase-Contrast X-ray Computed Tomography: Quantitative Characterization of Human Patellar Cartilage with High-Dimensional Geometric Features. J. Digit. Imaging 27 (1) (2014)
Axel Wismüller, Xixi Wang, Adora M. DSouza, Mahesh B. Nagarajan
A Framework for Exploring Non-Linear Functional Connectivity and Causality in the Human Brain: Mutual Connectivity Analysis (MCA) of Resting-State Functional MRI with Convergent Cross-Mapping and Non-Metric Clustering. CoRR (2014)
Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda L. Leinsinger, Andrzej Król, Axel Wismüller
Classification of small lesions on dynamic breast MRI: Integrating dimension reduction and out-of-sample extension into CADx methodology. Artif. Intell. Medicine 60 (1) (2014)
Mahesh B. Nagarajan, Paola Coan, Markus B. Huber, Paul C. Diemoz, Christian Glaser, Axel Wismüller
Computer-Aided Diagnosis in Phase Contrast Imaging X-Ray Computed Tomography for Quantitative Characterization of ex vivo Human Patellar Cartilage. IEEE Trans. Biomed. Eng. 60 (10) (2013)
Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda L. Leinsinger, Andrzej Król, Axel Wismüller
Classification of small lesions in dynamic breast MRI: eliminating the need for precise lesion segmentation through spatio-temporal analysis of contrast enhancement. Mach. Vis. Appl. 24 (7) (2013)
Markus B. Huber, Chien-Chun Yang, Julio Carballido-Gamio, Jan S. Bauer, Thomas Baum, Mahesh B. Nagarajan, Felix Eckstein, Eva Lochmüller, Sharmila Majumdar, Thomas M. Link, Axel Wismüller
Predicting the biomechanical strength of proximal femur specimens with bone mineral density features and support vector regression. Medical Imaging: Computer-Aided Diagnosis (2012)
Markus B. Huber, Kerstin Bunte, Mahesh B. Nagarajan, Michael Biehl, Lawrence A. Ray, Axel Wismüller
Texture feature ranking with relevance learning to classify interstitial lung disease patterns. Artif. Intell. Medicine 56 (2) (2012)
Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Lawrence A. Ray, Andrzej Król, Axel Wismüller
Lesion classification on breast MRI through topological characterization of morphology over time. Medical Imaging: Computer-Aided Diagnosis (2011)
Kerstin Bunte, Barbara Hammer, Thomas Villmann, Michael Biehl, Axel Wismüller
Neighbor embedding XOM for dimension reduction and visualization. Neurocomputing 74 (9) (2011)
Markus B. Huber, Kerstin Bunte, Mahesh B. Nagarajan, Michael Biehl, Lawrence A. Ray, Axel Wismüller
Texture feature selection with relevance learning to classify interstitial lung disease patterns. Medical Imaging: Computer-Aided Diagnosis (2011)
Axel Wismüller
Computational intelligence in biomedical imaging: multidimensional analysis of spatio-temporal patterns. Comput. Sci. Res. Dev. 26 (1-2) (2011)
Markus B. Huber, Mahesh B. Nagarajan, Gerda L. Leinsinger, Lawrence A. Ray, Axel Wismüller
Estimating local scaling properties for the classification of interstitial lung disease patterns. Medical Imaging: Computer-Aided Diagnosis (2011)
Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda L. Leinsinger, Andrzej Król, Axel Wismüller
Classifying Small Lesions on Breast MRI through Dynamic Enhancement Pattern Characterization. MLMI (2011)
Axel Wismüller
A Computational Framework for Nonlinear Dimensionality Reduction of Large Data Sets: The Exploratory Inspection Machine (XIM) CoRR (2011)
Markus B. Huber, Sarah L. Lancianese, Mahesh B. Nagarajan, Imoh Z. Ikpot, Amy L. Lerner, Axel Wismüller
Prediction of Biomechanical Properties of Trabecular Bone in MR Images With Geometric Features and Support Vector Regression. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Kerstin Bunte, Barbara Hammer, Axel Wismüller, Michael Biehl
Adaptive local dissimilarity measures for discriminative dimension reduction of labeled data. Neurocomputing 73 (7-9) (2010)
Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda L. Leinsinger, Axel Wismüller
Analysis of breast lesions on contrast-enhanced magnetic resonance images using high-dimensional texture features. Medical Imaging: Computer-Aided Diagnosis (2010)
Markus B. Huber, Mahesh Nagarajan, Gerda L. Leinsinger, Lawrence A. Ray, Axel Wismüller
Classification of interstitial lung disease patterns with topological texture features. Medical Imaging: Computer-Aided Diagnosis (2010)
Axel Wismüller, Michel Verleysen, Michaël Aupetit, John Aldo Lee
Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning. ESANN (2010)
Axel Wismüller, Oliver Lange, Dorothee Auer, Gerda L. Leinsinger
Model-free functional MRI analysis for detecting low-frequency functional connectivity in the human brain. Medical Imaging: Computer-Aided Diagnosis (2010)
Kerstin Bunte, Barbara Hammer, Thomas Villmann, Michael Biehl, Axel Wismüller
Exploratory Observation Machine (XOM) with Kullback-Leibler Divergence for Dimensionality Reduction and Visualization. ESANN (2010)
Axel Wismüller
A computational framework for exploratory data analysis. ESANN (2009)
Anke Meyer-Bäse, Thomas Schlossbauer, Oliver Lange, Axel Wismüller
Small Lesions Evaluation Based on Unsupervised Cluster Analysis of Signal-Intensity Time Courses in Dynamic Breast MRI. Int. J. Biomed. Imaging 2009 (2009)
Axel Wismüller
The exploration machine: a novel method for analyzing high-dimensional data in computer-aided diagnosis. Medical Imaging: Computer-Aided Diagnosis (2009)
Axel Wismüller
The Exploration Machine - A Novel Method for Data Visualization. WSOM (2009)
Axel Wismüller
The Exploration Machine - a novel method for structure-preserving dimensionality reduction. ESANN (2009)
Axel Wismüller
A Computational Framework for Nonlinear Dimensionality Reduction and Clustering. WSOM (2009)
Anke Meyer-Bäse, Oliver Lange, Thomas Schlossbauer, Axel Wismüller
Computer-aided diagnosis and visualization based on clustering and independent component analysis for breast MRI. ICIP (2008)
Axel Wismüller, Johannes Behrends, Phil Hoole, Gerda L. Leinsinger, Maximilian F. Reiser, Per-Lennart Westesson
Human Vocal Tract Analysis by in Vivo 3D MRI during Phonation: A Complete System for Imaging, Quantitative Modeling, and Speech Synthesis. MICCAI (2) (2008)
Axel Wismüller, Anke Meyer-Baese, Gerda L. Leinsinger, Oliver Lange, Thomas Schlossbauer, Maximilian F. Reiser
Neural network vector quantization improves the diagnostic quality of computer-aided diagnosis in dynamic breast MRI. Medical Imaging: Computer-Aided Diagnosis (2007)
Anke Meyer-Bäse, Oliver Lange, Axel Wismüller, Monica K. Hurdal
Analysis of Dynamic Susceptibility Contrast MRI Time Series Based on Unsupervised Clustering Methods. IEEE Trans. Inf. Technol. Biomed. 11 (5) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Axel Wismüller