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The common thread of my research is to devise new mathematical founded computational tools for analyzing medical images acquired through different imaging modalities. Those tools can also be used for improving the acquisition of images. Efficiency is of utmost importance, provided that the ultimate goal of these tools is to support physicians in clinical practice. I am very interested in bringing these new developments from basic research to final products that can be used in clinics, for which collaborations with the industry is a must. In particular, I am interested in using artificial intelligence to solve image analysis problems, the modeling of perception theories into computational methods, the use of tensor-based image processing, and the optimization of image acquisition in advanced MRI imaging.
研究兴趣
论文共 73 篇作者统计合作学者相似作者
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Medical Imaging 2024: Computer-Aided Diagnosis (2024)
Medical Imaging 2024: Physics of Medical Imaging (2024)
Otology & neurotology : official publication of the American Otological Society, American Neurotology Society [and] European Academy of Otology and Neurotologyno. 4 (2024): e342-e350
FRONTIERS IN AGING NEUROSCIENCE (2024): 1303036-1303036
MEDICAL IMAGING 2023 (2023)
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