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ORCIDTahereh Kamali
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Books and Theses
- 2018
[b1]Tahereh Kamali:
A Multiple Instance Learning Approach to Electrophysiological Muscle Classification for Diagnosing Neuromuscular Disorders Using Quantitative EMG. University of Waterloo, Ontario, Canada, 2018
Journal Articles
- 2020
- [j3]Tahereh Kamali
, Daniel W. Stashuk:
Discovering Density-Based Clustering Structures Using Neighborhood Distance Entropy Consistency. IEEE Trans. Comput. Soc. Syst. 7(4): 1069-1080 (2020) - 2018
- [j2]Tahereh Kamali, Daniel W. Stashuk:
Electrophysiological Muscle Classification Using Multiple Instance Learning and Unsupervised Time and Spectral Domain Analysis. IEEE Trans. Biomed. Eng. 65(11): 2494-2502 (2018) - 2016
- [j1]Tahereh Kamali, Daniel W. Stashuk:
Automated segmentation of white matter fiber bundles using diffusion tensor imaging data and a new density based clustering algorithm. Artif. Intell. Medicine 73: 14-22 (2016)
Conference and Workshop Papers
- 2023
- [c4]Tahereh Kamali, John W. Day, Gayle K. Deutsch, Jacinda B. Sampson, Alejandro Murad, Jeremy Chaufty, Dana Parker, Jeffrey R. Wozniak:
Learning Spectral Fractional Anisotropy and Mean Diffusivity Features as Neuroimaging Biomarkers for Tracking White Matter Integrity Changes in Myotonic Dystrophy Type 1 Patients using Deep Convolutional Neural Networks. EMBC 2023: 1-4 - 2022
- [c3]Tahereh Kamali, Gayle K. Deutsch, Katharine A. Hagerman, Dana Parker, John W. Day, Jacinda Sampson, Jeffrey R. Wozniak:
Cognitive Impairment Analysis of Myotonic Dystrophy via Weakly Supervised Classification of Neuropsychological Features. EMBC 2022: 4377-4382 - 2021
- [c2]Tahereh Kamali, Dana Parker, John W. Day, Jacinda Sampson, Gayle K. Deutsch, Jeffrey R. Wozniak:
Toward Developing Robust Myotonic Dystrophy Brain Biomarkers using White Matter Tract Profiles Sub-Band Energy and A Framework of Ensemble Predictive Learning. EMBC 2021: 3838-3841 - 2020
- [c1]Tahereh Kamali, Katharine A. Hagerman, John W. Day, Jacinda Sampson, Kelvin O. Lim, Bryon A. Mueller, Jeffrey R. Wozniak:
Diagnosis of Myotonic Dystrophy Based on Resting State fMRI Using Convolutional Neural Networks. EMBC 2020: 1714-1717
Coauthor Index
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