基本信息
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职业迁徙
个人简介
I am interested in shapes as compact signal representations of objects from images, and their use in understanding and modeling biological morphology.
Although there have been several advances in developing analytical techniques for shape analysis, the ensuing statistical inference still uses linear signal processing approaches that rely on standard inner products on Euclidean spaces. With the increasing high resolution biomedical imaging acquisitions, it is becoming clear that this discrepancy in the approaches between statistical analysis and shape representation is a major limitation. Additionally with the acquisition of imaging modalities such as structural magnetic resonance imaging, or diffusion tensor imaging, we need novel approaches for signal representation and analysis. My interests lie in the development of computational methods for processing, analysis, and interpretation of the geometry of biomedical images and signals.
Although there have been several advances in developing analytical techniques for shape analysis, the ensuing statistical inference still uses linear signal processing approaches that rely on standard inner products on Euclidean spaces. With the increasing high resolution biomedical imaging acquisitions, it is becoming clear that this discrepancy in the approaches between statistical analysis and shape representation is a major limitation. Additionally with the acquisition of imaging modalities such as structural magnetic resonance imaging, or diffusion tensor imaging, we need novel approaches for signal representation and analysis. My interests lie in the development of computational methods for processing, analysis, and interpretation of the geometry of biomedical images and signals.
研究兴趣
论文共 247 篇作者统计合作学者相似作者
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Zootaxano. 3 (2024): 348-370
Jessica E Ringshaw, Chanelle Hendrikse,Catherine J Wedderburn, Layla E Bradford,Simone R Williams, Charmaine N Nyakonda,Sivenesi Subramoney,Marilyn T Lake,Tiffany Burd,Nadia Hoffman,Annerine Roos,Katherine L Narr,Shantanu H Joshi,Steven C R Williams,Heather J Zar,Dan J Stein,Kirsten A Donald
Research square (2024)
bioRxiv the preprint server for biology (2024)
BMC medicineno. 1 (2024)
Brain and behaviorno. 6 (2024)
K. A. Donald, C. J. Hendrikse,A. Roos,C. J. Wedderburn,S. Subramoney, J. E. Ringshaw, L. Bradford,N. Hoffman, T. Burd,K. L. Narr,R. P. Woods,H. J. Zar,S. H. Joshi,D. J. Stein
NEUROIMAGE-CLINICAL (2024)
MULTIPLE SCLEROSIS JOURNAL-EXPERIMENTAL TRANSLATIONAL AND CLINICALno. 1 (2024)
Chloe Scholten, Mohammad Ghasoub,Bryce Geeraert,Shantanu Joshi,Catherine J Wedderburn,Annerine Roos,Sivenesi Subramoney,Nadia Hoffman,Katherine Narr,Roger Woods,Heather J Zar,Dan J Stein,Kirsten Donald,Catherine Lebel
Frontiers in integrative neuroscience (2024): 1438888-1438888
Frontiers in Neuroscience (2023)
Gustavo Garcia,Joseph Ignatius Irudayam, Arjit Vijay Jeyachandran,Swati Dubey,Christina Chang,Sebastian Castillo Cario,Nate Price, Sathya Arumugam,Angelica L Marquez,Aayushi Shah, Amir Fanaei,Nikhil Chakravarty,Shantanu Joshi,Sanjeev Sinha,Samuel W French,Mark Parcells,Arunachalam Ramaiah,Vaithilingaraja Arumugaswami
bioRxiv the preprint server for biology (2023)
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作者统计
#Papers: 247
#Citation: 6023
H-Index: 37
G-Index: 73
Sociability: 7
Diversity: 3
Activity: 68
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