Mahesh B. Nagarajan

28 papers Journal 11Unranked 17
YearRankTypeTitle / Venue / Authors
2020 J jnl
Introducing Anisotropic Minkowski Functionals and Quantitative Anisotropy Measures for Local Structure Analysis in Biomedical Imaging.
CoRR
Axel Wismüller, Titas De, Eva Lochmüller, Felix Eckstein, Mahesh B. Nagarajan
2018 J jnl
Deep transfer learning for characterizing chondrocyte patterns in phase contrast X-Ray computed tomography images of the human patellar cartilage.
Comput. Biol. Medicine
Anas Z. Abidin, Botao Deng, Adora M. DSouza, Mahesh B. Nagarajan, Paola Coan, Axel Wismüller
2017 — conf
Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks.
Computer-Aided Diagnosis
Botao Deng, Anas Z. Abidin, Adora M. D'Souza, Mahesh B. Nagarajan, Paola Coan, Axel Wismüller
2016 — conf
Assessing vertebral fracture risk on volumetric quantitative computed tomography by geometric characterization of trabecular bone structure.
Computer-Aided Diagnosis
Walter A. Checefsky, Anas Z. Abidin, Mahesh B. Nagarajan, Jan S. Bauer, Thomas Baum, Axel Wismüller
2016 — conf
Detecting altered connectivity patterns in HIV associated neurocognitive impairment using mutual connectivity analysis.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Anas Zainul Abidin, Adora M. D'Souza, Mahesh B. Nagarajan, Axel Wismüller
2016 — conf
Investigating changes in brain network properties in HIV-associated neurocognitive disease (HAND) using mutual connectivity analysis (MCA).
Biomedical Applications in Molecular, Structural, and Functional Imaging
Anas Zainul Abidin, Adora M. D'Souza, Mahesh B. Nagarajan, Axel Wismüller
2016 — conf
Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering.
WSOM
Axel Wismüller, Anas Z. Abidin, Adora M. DSouza, Mahesh B. Nagarajan
2016 — conf
Mutual connectivity analysis (MCA) using generalized radial basis function neural networks for nonlinear functional connectivity network recovery in resting-state functional MRI.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Adora M. D'Souza, Anas Zainul Abidin, Mahesh B. Nagarajan, Axel Wismüller
2015 — conf
Characterizing trabecular bone structure for assessing vertebral fracture risk on volumetric quantitative computed tomography.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Mahesh B. Nagarajan, Walter A. Checefsky, Anas Z. Abidin, Halley Tsai, Xixi Wang, Susan K. Hobbs, Jan S. Bauer, Thomas Baum, Axel Wismüller
2015 — conf
Functional connectivity analysis in resting state fMRI with echo-state networks and non-metric clustering for network structure recovery.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Axel Wismüller, Adora M. DSouza, Anas Z. Abidin, Xixi Wang, Susan K. Hobbs, Mahesh B. Nagarajan
2015 — conf
Investigating the use of mutual information and non-metric clustering for functional connectivity analysis on resting-state functional MRI.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Xixi Wang, Mahesh B. Nagarajan, Anas Z. Abidin, Adora M. D'Souza, Susan K. Hobbs, Axel Wismüller
2015 — conf
Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Axel Wismüller, Anas Z. Abidin, Adora M. D'Souza, Xixi Wang, Susan K. Hobbs, Lutz Leistritz, Mahesh B. Nagarajan
2015 — conf
Volumetric characterization of human patellar cartilage matrix on phase contrast x-ray computed tomography.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Anas Z. Abidin, Mahesh B. Nagarajan, Walter A. Checefsky, Paola Coan, Paul C. Diemoz, Susan K. Hobbs, Markus B. Huber, Axel Wismüller
2015 J jnl
Volumetric quantitative characterization of human patellar cartilage with topological and geometrical features on phase-contrast X-ray computed tomography.
Medical Biol. Eng. Comput.
Mahesh B. Nagarajan, Paola Coan, Markus B. Huber, Paul C. Diemoz, Axel Wismüller
2014 J jnl
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
Axel Wismüller, Xixi Wang, Adora M. DSouza, Mahesh B. Nagarajan
2014 J jnl
Classification of small lesions on dynamic breast MRI: Integrating dimension reduction and out-of-sample extension into CADx methodology.
Artif. Intell. Medicine
Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda L. Leinsinger, Andrzej Król, Axel Wismüller
2014 J jnl
Computer-Aided Diagnosis for Phase-Contrast X-ray Computed Tomography: Quantitative Characterization of Human Patellar Cartilage with High-Dimensional Geometric Features.
J. Digit. Imaging
Mahesh B. Nagarajan, Paola Coan, Markus B. Huber, Paul C. Diemoz, Christian Glaser, Axel Wismüller
2014 J jnl
Improving bone strength prediction in human proximal femur specimens through geometrical characterization of trabecular bone microarchitecture and support vector regression.
J. Electronic Imaging
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
2013 J jnl
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.
Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda L. Leinsinger, Andrzej Król, Axel Wismüller
2013 J jnl
Computer-Aided Diagnosis in Phase Contrast Imaging X-Ray Computed Tomography for Quantitative Characterization of ex vivo Human Patellar Cartilage.
IEEE Trans. Biomed. Eng.
Mahesh B. Nagarajan, Paola Coan, Markus B. Huber, Paul C. Diemoz, Christian Glaser, Axel Wismüller
2012 — conf
Predicting the biomechanical strength of proximal femur specimens with bone mineral density features and support vector regression.
Computer-Aided Diagnosis
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
2012 J jnl
Texture feature ranking with relevance learning to classify interstitial lung disease patterns.
Artif. Intell. Medicine
Markus B. Huber, Kerstin Bunte, Mahesh B. Nagarajan, Michael Biehl, Lawrence A. Ray, Axel Wismüller
2011 — conf
Classifying Small Lesions on Breast MRI through Dynamic Enhancement Pattern Characterization.
MLMI
Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda L. Leinsinger, Andrzej Król, Axel Wismüller
2011 — conf
Estimating local scaling properties for the classification of interstitial lung disease patterns.
Computer-Aided Diagnosis
Markus B. Huber, Mahesh B. Nagarajan, Gerda L. Leinsinger, Lawrence A. Ray, Axel Wismüller
2011 — conf
Lesion classification on breast MRI through topological characterization of morphology over time.
Computer-Aided Diagnosis
Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Lawrence A. Ray, Andrzej Król, Axel Wismüller
2011 J jnl
Prediction of Biomechanical Properties of Trabecular Bone in MR Images With Geometric Features and Support Vector Regression.
IEEE Trans. Biomed. Eng.
Markus B. Huber, Sarah L. Lancianese, Mahesh B. Nagarajan, Imoh Z. Ikpot, Amy L. Lerner, Axel Wismüller
2011 — conf
Texture feature selection with relevance learning to classify interstitial lung disease patterns.
Computer-Aided Diagnosis
Markus B. Huber, Kerstin Bunte, Mahesh B. Nagarajan, Michael Biehl, Lawrence A. Ray, Axel Wismüller
2010 — conf
Analysis of breast lesions on contrast-enhanced magnetic resonance images using high-dimensional texture features.
Computer-Aided Diagnosis
Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda L. Leinsinger, Axel Wismüller