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个人简介
Shakes' expertise include image processing, machine/deep learning, artificial intelligence (AI), image reconstruction and medical image analysis.He was in 2010 on a discrete theory of the Radon transform that utilises circulant matrices. He did a post-doctoral fellowship with CSIRO, Brisbane within the biomedical imaging group on musculoskeletal imaging. More specifically, he developed deformable model and machine learning algorithms for knee, hip and shoulder joint segmentation for deployment on the Siemens Syngo platform. He leads a team of 10+ researchers working image analysis and AI research across healthcare and medicine. He currently teaches the computer science courses Theory of Computation and Pattern Recognition and Analysis.
研究兴趣
论文共 90 篇作者统计合作学者相似作者
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MEDICAL IMAGE ANALYSIS (2024): 103089-103089
MAGNETIC RESONANCE IMAGING (2024): 17-28
JOURNAL OF ORTHOPAEDIC RESEARCHno. 2 (2024): 385-394
CVPR 2023 (2023): 11568-11577
IEEE Signal Process. Lett. (2023): 1237-1241
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2023, PT V (2023): 368-378
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