Analysis of breast lesions on contrast-enhanced magnetic resonance images using high-dimensional texture features. - Mahesh B. Nagarajan; Markus B. Huber; Thomas Schlossbauer; Gerda L. Leinsinger; Axel Wismüller (Computer-Aided Diagnosis, 2010)

Texture feature selection with relevance learning to classify interstitial lung disease patterns. - Markus B. Huber; Kerstin Bunte; Mahesh B. Nagarajan; Michael Biehl; Lawrence A. Ray; Axel Wismüller (Computer-Aided Diagnosis, 2011)

Estimating local scaling properties for the classification of interstitial lung disease patterns. - Markus B. Huber; Mahesh B. Nagarajan; Gerda L. Leinsinger; Lawrence A. Ray; Axel Wismüller (Computer-Aided Diagnosis, 2011)

Lesion classification on breast MRI through topological characterization of morphology over time. - Mahesh B. Nagarajan; Markus B. Huber; Thomas Schlossbauer; Lawrence A. Ray; Andrzej Król; Axel Wismüller (Computer-Aided Diagnosis, 2011)

Classifying Small Lesions on Breast MRI through Dynamic Enhancement Pattern Characterization. - Mahesh B. Nagarajan; Markus B. Huber; Thomas Schlossbauer; Gerda L. Leinsinger; Andrzej Król; Axel Wismüller (MLMI, 2011)

Prediction of Biomechanical Properties of Trabecular Bone in MR Images With Geometric Features and Support Vector Regression. - Markus B. Huber; Sarah L. Lancianese; Mahesh B. Nagarajan; Imoh Z. Ikpot; Amy L. Lerner; Axel Wismüller (IEEE Trans. Biomed. Eng., 2011)

Predicting the biomechanical strength of proximal femur specimens with bone mineral density features and support vector regression. - 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 (Computer-Aided Diagnosis, 2012)

Texture feature ranking with relevance learning to classify interstitial lung disease patterns. - Markus B. Huber; Kerstin Bunte; Mahesh B. Nagarajan; Michael Biehl; Lawrence A. Ray; Axel Wismüller (Artif. Intell. Medicine, 2012)

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 L. Leinsinger; Andrzej Król; Axel Wismüller (Mach. Vis. Appl., 2013)

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; Christian Glaser; Axel Wismüller (IEEE Trans. Biomed. Eng., 2013)

Classification of small lesions on dynamic breast MRI: Integrating dimension reduction and out-of-sample extension into CADx methodology. - Mahesh B. Nagarajan; Markus B. Huber; Thomas Schlossbauer; Gerda L. Leinsinger; Andrzej Król; Axel Wismüller (Artif. Intell. Medicine, 2014)

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. - Axel Wismüller; Xixi Wang; Adora M. DSouza; Mahesh B. Nagarajan (CoRR, 2014)

Computer-Aided Diagnosis for Phase-Contrast X-ray Computed Tomography: Quantitative Characterization of Human Patellar Cartilage with High-Dimensional Geometric Features. - Mahesh B. Nagarajan; Paola Coan; Markus B. Huber; Paul C. Diemoz; Christian Glaser; Axel Wismüller (J. Digit. Imaging, 2014)

Improving bone strength prediction in human proximal femur specimens through geometrical characterization of trabecular bone microarchitecture and support vector regression. - 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 (J. Electronic Imaging, 2014)

Volumetric characterization of human patellar cartilage matrix on phase contrast x-ray computed tomography. - Anas Z. Abidin; Mahesh B. Nagarajan; Walter A. Checefsky; Paola Coan; Paul C. Diemoz; Susan K. Hobbs; Markus B. Huber; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Characterizing trabecular bone structure for assessing vertebral fracture risk on volumetric quantitative computed tomography. - Mahesh B. Nagarajan; Walter A. Checefsky; Anas Z. Abidin; Halley Tsai; Xixi Wang; Susan K. Hobbs; Jan S. Bauer; Thomas Baum; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Investigating the use of mutual information and non-metric clustering for functional connectivity analysis on resting-state functional MRI. - Xixi Wang; Mahesh B. Nagarajan; Anas Z. Abidin; Adora M. D'Souza; Susan K. Hobbs; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering. - Axel Wismüller; Anas Z. Abidin; Adora M. D'Souza; Xixi Wang; Susan K. Hobbs; Lutz Leistritz; Mahesh B. Nagarajan (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Functional connectivity analysis in resting state fMRI with echo-state networks and non-metric clustering for network structure recovery. - Axel Wismüller; Adora M. DSouza; Anas Z. Abidin; Xixi Wang; Susan K. Hobbs; Mahesh B. Nagarajan (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Volumetric quantitative characterization of human patellar cartilage with topological and geometrical features on phase-contrast X-ray computed tomography. - Mahesh B. Nagarajan; Paola Coan; Markus B. Huber; Paul C. Diemoz; Axel Wismüller (Medical Biol. Eng. Comput., 2015)

Detecting altered connectivity patterns in HIV associated neurocognitive impairment using mutual connectivity analysis. - Anas Zainul Abidin; Adora M. D'Souza; Mahesh B. Nagarajan; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

Investigating changes in brain network properties in HIV-associated neurocognitive disease (HAND) using mutual connectivity analysis (MCA). - Anas Zainul Abidin; Adora M. D'Souza; Mahesh B. Nagarajan; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

Mutual connectivity analysis (MCA) using generalized radial basis function neural networks for nonlinear functional connectivity network recovery in resting-state functional MRI. - Adora M. D'Souza; Anas Zainul Abidin; Mahesh B. Nagarajan; Axel Wismüller (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

Assessing vertebral fracture risk on volumetric quantitative computed tomography by geometric characterization of trabecular bone structure. - Walter A. Checefsky; Anas Z. Abidin; Mahesh B. Nagarajan; Jan S. Bauer; Thomas Baum; Axel Wismüller (Computer-Aided Diagnosis, 2016)

Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering. - Axel Wismüller; Anas Z. Abidin; Adora M. DSouza; Mahesh B. Nagarajan (WSOM, 2016)

Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks. - Botao Deng; Anas Z. Abidin; Adora M. D'Souza; Mahesh B. Nagarajan; Paola Coan; Axel Wismüller (Computer-Aided Diagnosis, 2017)

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; Paola Coan; Axel Wismüller (Comput. Biol. Medicine, 2018)

Introducing Anisotropic Minkowski Functionals and Quantitative Anisotropy Measures for Local Structure Analysis in Biomedical Imaging. - Axel Wismüller; Titas De; Eva Lochmüller; Felix Eckstein; Mahesh B. Nagarajan (CoRR, 2020)