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Mahesh B. Nagarajan
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2020 – today
- 2020
- [i2]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)
2010 – 2019
- 2018
- [j9]Anas Z. Abidin
, Botao Deng, Adora M. DSouza, Mahesh B. Nagarajan, Paola Coan
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) - 2017
- [c17]Botao Deng, Anas Z. Abidin
Characterizing cartilage microarchitecture on phase-contrast x-ray computed tomography using deep learning with convolutional neural networks. Computer-Aided Diagnosis 2017: 1013412 - 2016
- [c16]Anas Zainul Abidin
Detecting altered connectivity patterns in HIV associated neurocognitive impairment using mutual connectivity analysis. Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97880N - [c15]Adora M. D'Souza, Anas Zainul Abidin
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 2016: 97880K - [c14]Anas Zainul Abidin
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 2016: 97881W - [c13]Walter A. Checefsky, Anas Z. Abidin
Assessing vertebral fracture risk on volumetric quantitative computed tomography by geometric characterization of trabecular bone structure. Computer-Aided Diagnosis 2016: 978508 - [c12]Axel Wismüller, Anas Z. Abidin
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
- [j8]Mahesh B. Nagarajan, Paola Coan
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) - [c11]Axel Wismüller, Anas Z. Abidin
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 2015: 94170M - [c10]Anas Z. Abidin
Volumetric characterization of human patellar cartilage matrix on phase contrast x-ray computed tomography. Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 94171F - [c9]Mahesh B. Nagarajan, Walter A. Checefsky, Anas Z. Abidin
Characterizing trabecular bone structure for assessing vertebral fracture risk on volumetric quantitative computed tomography. Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 94171E - [c8]Xixi Wang, Mahesh B. Nagarajan, Anas Z. Abidin
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 2015: 94171N - [c7]Axel Wismüller, Adora M. DSouza, Anas Z. Abidin
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 2015: 94171M - 2014
- [j7]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) - [j6]Mahesh B. Nagarajan, Paola Coan
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) - [j5]Chien-Chun Yang, Mahesh B. Nagarajan, Markus B. Huber, Julio Carballido-Gamio, Jan S. Bauer, Thomas Baum
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) - [i1]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
- [j4]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) - [j3]Mahesh B. Nagarajan, Paola Coan
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
- [j2]Markus B. Huber, Kerstin Bunte
Texture feature ranking with relevance learning to classify interstitial lung disease patterns. Artif. Intell. Medicine 56(2): 91-97 (2012) - [c6]Markus B. Huber, Chien-Chun Yang, Julio Carballido-Gamio, Jan S. Bauer, Thomas Baum
Predicting the biomechanical strength of proximal femur specimens with bone mineral density features and support vector regression. Computer-Aided Diagnosis 2012: 83151W - 2011
- [j1]Markus B. Huber, Sarah L. Lancianese, Mahesh B. Nagarajan, Imoh Z. Ikpot, Amy L. Lerner
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) - [c5]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. Computer-Aided Diagnosis 2011: 79631Q - [c4]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. Computer-Aided Diagnosis 2011: 79631U - [c3]Markus B. Huber, Kerstin Bunte
Texture feature selection with relevance learning to classify interstitial lung disease patterns. Computer-Aided Diagnosis 2011: 796318 - [c2]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 - 2010
- [c1]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. Computer-Aided Diagnosis 2010: 76241G
Coauthor Index
aka: Anas Zainul Abidin
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