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Axel Wismüller
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2020 – today
- 2023
- [c82]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 - [c81]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 - [c80]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 - [c79]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 - [c78]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 - [c77]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 - [i15]Nathan Hadjiyski, M. Ali Vosoughi, Axel Wismüller:
Cross Modal Global Local Representation Learning from Radiology Reports and X-Ray Chest Images. CoRR abs/2301.10951 (2023) - 2022
- [j30]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) - [c76]Mohammad Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller:
Relation Discovery in Nonlinearly Related Large-Scale Settings. ICASSP 2022: 5103-5107 - [c75]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 - [c74]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 - [c73]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 - [c72]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 - [i14]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 abs/2205.00629 (2022) - [i13]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 abs/2205.03029 (2022) - 2021
- [c71]M. Ali Vosoughi, Axel Wismüller:
Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments. EUSIPCO 2021: 1456-1460 - [c70]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 - [c69]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 - [c68]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 - [c67]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 - [c66]Axel Wismüller, M. Ali Vosoughi:
Classification of schizophrenia from functional MRI using large-scale extended Granger causality. Medical Imaging: Computer-Aided Diagnosis 2021 - [i12]M. Ali Vosoughi, Axel Wismüller:
Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI. CoRR abs/2101.01832 (2021) - [i11]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 abs/2101.09354 (2021) - [i10]Axel Wismüller, M. Ali Vosoughi:
Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality. CoRR abs/2101.10471 (2021) - [i9]M. Ali Vosoughi, Axel Wismüller:
Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments. CoRR abs/2106.00842 (2021) - 2020
- [c65]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: 113170M - [c64]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: 1131703 - [c63]Seyed Saman Saboksayr, John J. Foxe, Axel Wismüller:
Attention-deficit/hyperactivity disorder prediction using graph convolutional networks. Medical Imaging: Computer-Aided Diagnosis 2020 - [c62]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 - [i8]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 abs/2004.01185 (2020) - [i7]Adora M. DSouza, Anas Z. Abidin, Axel Wismüller:
Automated Identification of Thoracic Pathology from Chest Radiographs with Enhanced Training Pipeline. CoRR abs/2006.06805 (2020) - [i6]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 abs/2009.04681 (2020) - [i5]Axel Wismüller, Larry Stockmaster:
Tracking Results and Utilization of Artificial Intelligence (tru-AI) in Radiology: Early-Stage COVID-19 Pandemic Observations. CoRR abs/2010.07437 (2020) - [i4]M. Ali Vosoughi, Axel Wismüller:
Large-scale kernelized GRANGER causality to infer topology of directed graphs with applications to brain networks. CoRR abs/2011.08261 (2020)
2010 – 2019
- 2019
- [j29]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: 24-30 (2019) - [c61]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: 109530B - [c60]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: 109531D - [c59]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: 109503F - [c58]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: 109490M - 2018
- [j28]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: 24-33 (2018) - [j27]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: 210-223 (2018) - [c57]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: 105780A - [c56]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: 105780B - [c55]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: 105780C - [c54]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: 105750Z - [c53]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: 105740Y - [c52]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: 105741F - [i3]Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu:
MRI Tumor Segmentation with Densely Connected 3D CNN. CoRR abs/1802.02427 (2018) - 2017
- [c51]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: 101371B - [c50]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: 101371C - [c49]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: 1013412 - [c48]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: 1013413 - [c47]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: 101330M - 2016
- [c46]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: 97880N - [c45]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: 97880L - [c44]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: 97880K - [c43]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: 97881W - [c42]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: 978508 - [c41]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: 217-226 - 2015
- [j26]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): 1211-1220 (2015) - [c40]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: 5380-5383 - [c39]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: 94170M - [c38]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: 94171F - [c37]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: 94171E - [c36]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: 94171N - [c35]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: 94171M - 2014
- [j25]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): 65-77 (2014) - [j24]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): 98-107 (2014) - [j23]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): 013013 (2014) - [j22]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): 301-325 (2014) - [c34]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: 2797-2800 - [i2]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 abs/1407.3809 (2014) - 2013
- [j21]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): 1371-1381 (2013) - [j20]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): 2896-2903 (2013) - 2012
- [j19]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): 91-97 (2012) - [c33]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: 83151W - 2011
- [j18]Axel Wismüller:
Computational intelligence in biomedical imaging: multidimensional analysis of spatio-temporal patterns. Comput. Sci. Res. Dev. 26(1-2): 15-37 (2011) - [j17]Kerstin Bunte
, Barbara Hammer
, Thomas Villmann, Michael Biehl
, Axel Wismüller:
Neighbor embedding XOM for dimension reduction and visualization. Neurocomputing 74(9): 1340-1350 (2011) - [j16]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): 1820-1826 (2011) - [c32]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: 79631Q - [c31]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: 79631U - [c30]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: 796318 - [c29]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: 352-359 - [i1]Axel Wismüller:
A Computational Framework for Nonlinear Dimensionality Reduction of Large Data Sets: The Exploratory Inspection Machine (XIM). CoRR abs/1106.2156 (2011) - 2010
- [j15]Kerstin Bunte
, Barbara Hammer
, Axel Wismüller, Michael Biehl
:
Adaptive local dissimilarity measures for discriminative dimension reduction of labeled data. Neurocomputing 73(7-9): 1074-1092 (2010) - [c28]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 - [c27]Axel Wismüller, Michel Verleysen, Michaël Aupetit, John Aldo Lee:
Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning. ESANN 2010 - [c26]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: 76241G - [c25]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: 76241M - [c24]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: 762410
2000 – 2009
- 2009
- [j14]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: 326924:1-326924:10 (2009) - [c23]Axel Wismüller:
The Exploration Machine - a novel method for structure-preserving dimensionality reduction. ESANN 2009 - [c22]Axel Wismüller:
A computational framework for exploratory data analysis. ESANN 2009 - [c21]Axel Wismüller:
The exploration machine: a novel method for analyzing high-dimensional data in computer-aided diagnosis. Medical Imaging: Computer-Aided Diagnosis 2009: 72600G - [c20]Axel Wismüller:
A Computational Framework for Nonlinear Dimensionality Reduction and Clustering. WSOM 2009: 334-343 - [c19]Axel Wismüller:
The Exploration Machine - A Novel Method for Data Visualization. WSOM 2009: 344-352 - 2008
- [c18]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: 3000-3003 - [c17]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: 306-312 - 2007
- [j13]Anke Meyer-Bäse
, Axel Saalbach, Oliver Lange, Axel Wismüller:
Unsupervised clustering of fMRI and MRI time series. Biomed. Signal Process. Control. 2(4): 295-310 (2007) - [j12]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): 563-573 (2007) - [c16]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: 65141F - 2006
- [j11]Axel Wismüller, Anke Meyer-Bäse
, Oliver Lange, Thomas Schlossbauer, Maria Kallergi, Maximilian F. Reiser, Gerda L. Leinsinger:
Segmentation and classification of dynamic breast magnetic resonance image data. J. Electronic Imaging 15(1): 013020 (2006) - [j10]Axel Wismüller, Anke Meyer-Bäse
, Oliver Lange, Maximilian F. Reiser, Gerda L. Leinsinger:
Cluster analysis of dynamic cerebral contrast-enhanced perfusion MRI time-series. IEEE Trans. Medical Imaging 25(1): 62-73 (2006) - [c15]Axel Wismüller, Anke Meyer-Bäse
, Johannes Behrends, Oliver Lange, Miriana Jukic, Maximilian F. Reiser, Dorothee Auer:
A flexible machine learning image analysis system for high-precision computer-assisted segmentation of multispectral MRI data sets in patients with multiple sclerosis. ISBI 2006: 1328-1331 - 2005
- [j9]Anke Meyer-Bäse
, Karsten Jancke, Axel Wismüller, Simon Foo, Thomas Martinetz:
Medical image compression using topology-preserving neural networks. Eng. Appl. Artif. Intell. 18(4): 383-392 (2005) - [j8]Tim W. Nattkemper
, Axel Wismüller:
Tumor feature visualization with unsupervised learning. Medical Image Anal. 9(4): 344-351 (2005) - [c14]Axel Saalbach, Thorsten Twellmann, Tim W. Nattkemper, Axel Wismüller, Jörg Ontrup, Helge J. Ritter:
A Hyperbolic Topographic Mapping for Proximity Data. Artificial Intelligence and Applications 2005: 106-111 - [c13]Thorsten Twellmann, Oliver Lichte, Axel Saalbach, Axel Wismüller, Tim W. Nattkemper:
An Adaptive Extended Colour Scale for Comparison of Pseudo Colouring Techniques for DCE-MRI Data. Bildverarbeitung für die Medizin 2005: 312-316 - 2004
- [j7]Anke Meyer-Bäse
, Sergei S. Pilyugin, Axel Wismüller, Simon Foo:
Local exponential stability of competitive neural networks with different time scales. Eng. Appl. Artif. Intell. 17(3): 227-232 (2004) - [j6]Anke Meyer-Bäse
, Oliver Lange, Axel Wismüller, Helge J. Ritter:
Model-free functional mri analysis using topographic independent component analysis. Int. J. Neural Syst. 14(4): 217-228 (2004) - [j5]Axel Wismüller, Anke Meyer-Bäse
, Oliver Lange, Dorothee Auer
, Maximilian F. Reiser, DeWitt Sumners:
Model-free functional MRI analysis based on unsupervised clustering. J. Biomed. Informatics 37(1): 10-18 (2004) - [j4]Axel Wismüller, Frank Vietze, Johannes Behrends, Anke Meyer-Bäse
, Maximilian F. Reiser, Helge J. Ritter:
Fully automated biomedical image segmentation by self-organized model adaptation. Neural Networks 17(8-9): 1327-1344 (2004) - [j3]Anke Meyer-Bäse
, Axel Wismüller, Oliver Lange:
Comparison of two exploratory data analysis methods for fMRI: unsupervised clustering versus independent component analysis. IEEE Trans. Inf. Technol. Biomed. 8(3): 387-398 (2004) - [c12]Thomas Villmann, Udo Seiffert, Axel Wismüller:
Theory and applications of neural maps. ESANN 2004: 25-38 - 2003
- [c11]Johannes Behrends, Phil Hoole, Gerda L. Leinsinger, Hans G. Tillmann, Klaus Hahn, Maximilian F. Reiser, Axel Wismüller:
A Segmentation and Analysis Method for MRI Data of the Human Vocal Tract. Bildverarbeitung für die Medizin 2003: 186-190 - [c10]Axel Wismüller, Johannes Behrends, Oliver Lange, Miriana Jukic, Klaus Hahn, Maximilian F. Reiser, Dorothee Auer:
High-Precision Computer-Assisted Segmentation of Multispectral MRI Data Sets in Patients with Multiple Sclerosis by a Flexible Machine Learning Image Analysis Approach. Bildverarbeitung für die Medizin 2003: 403-407 - [c9]Axel Wismüller, Udo Seiffert:
Digital Image Processing with Neural Networks. ESANN 2003: 493-502 - [c8]Anke Meyer-Bäse, Thomas D. Otto, Thomas Martinetz, Dorothee Auer, Axel Wismüller:
Model-Free Functional MRI Analysis Using Topographic Independent Component Analysis. ESANN 2003: 509-514 - 2002
- [j2]Axel Wismüller, Oliver Lange, Dominik R. Dersch, Gerda L. Leinsinger, Klaus Hahn, Benno Pütz
, Dorothee Auer
:
Cluster Analysis of Biomedical Image Time-Series. Int. J. Comput. Vis. 46(2): 103-128 (2002) - [j1]Axel Wismüller, Frank Vietze, Dominik R. Dersch, Johannes Behrends, Klaus Hahn, Helge J. Ritter:
The deformable feature map - a novel neurocomputing algorithm for adaptive plasticity in pattern analysis. Neurocomputing 48(1-4): 107-139 (2002) - [c7]Axel Wismüller, Thomas Villmann:
Exploratory Data Analysis in Medicine and Bioinformatics. ESANN 2002: 25-38 - 2001
- [c6]Axel Wismüller, Oliver Lange, Dominik R. Dersch, Klaus Hahn, Gerda L. Leinsinger:
Analysis of dynamic perfusion MRI data by neural networks. ESANN 2001: 19-24 - [c5]Axel Wismüller, Oliver Lange, Dominik R. Dersch, Klaus Hahn, Gerda L. Leinsinger:
Neural Network Analysis of Dynamic Contrast-Enhanced MRI Mammography. ICANN 2001: 1000-1005 - 2000
- [c4]Axel Wismüller, Frank Vietze, Dominik R. Dersch, Gerda L. Leinsinger, Johannes Behrends, Helge J. Ritter, Klaus Hahn:
Elastic Distortion of Deformable Feature Maps for Fully-Automatic Segmentation of Multispectral MRI Data Sets of the Human Brain. Bildverarbeitung für die Medizin 2000: 116-120 - [c3]Axel Wismüller, Frank Vietze, Dominik R. Dersch, Klaus Hahn, Helge J. Ritter:
A neural network approach to adaptive pattern analysis - the deformable feature map. ESANN 2000: 189-194 - [c2]Axel Wismüller, Dominik R. Dersch, Bernadette Lipinski, Klaus Hahn, Dorothee Auer:
Hierarchical Clustering of Functional MRI Time-Series by Deterministic Annealing. ISMDA 2000: 49-54
1990 – 1999
- 1998
- [c1]Axel Wismüller, Dominik R. Dersch, Bernadette Lipinski, Klaus Hahn, Dorothee Auer:
Neural network analysis of functional MRI time-series. Hierarchical clustering by deterministic annealing. Bildverarbeitung für die Medizin 1998
Coauthor Index
aka: Anas Zainul Abidin
aka: Adora M. D'Souza
aka: Anke Meyer-Baese
aka: M. Ali Vosoughi
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