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Research
Laurent Younes’s research interest and expertise are at aninterface between Applied Mathematics, Statistics and Biomedical Engineering, and has published papers in journals covering all these fields. His research accomplishments include the development of maximum-entropy learning algorithms for graphical models, the invention of new concepts in mathematical shape analysis and their translation into feasible algorithms and novel methodologies in Computational Anatomy. In this domain, he has designed or co-designed several core diffeomorphic registration algorithms, including the LDDMM (large deformation diffeomorphic metric mapping) methods for image, surface or curve registration. He actively participated in, or co-led, several published studies in statistical shape analysis, on pathologies including schizophrenia, Alzheimer’s and Huntington diseases, hypertrophic cardiomyopathy and tuberculosis.
Laurent Younes’s research interest and expertise are at aninterface between Applied Mathematics, Statistics and Biomedical Engineering, and has published papers in journals covering all these fields. His research accomplishments include the development of maximum-entropy learning algorithms for graphical models, the invention of new concepts in mathematical shape analysis and their translation into feasible algorithms and novel methodologies in Computational Anatomy. In this domain, he has designed or co-designed several core diffeomorphic registration algorithms, including the LDDMM (large deformation diffeomorphic metric mapping) methods for image, surface or curve registration. He actively participated in, or co-led, several published studies in statistical shape analysis, on pathologies including schizophrenia, Alzheimer’s and Huntington diseases, hypertrophic cardiomyopathy and tuberculosis.
研究兴趣
论文共 255 篇作者统计合作学者相似作者
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Kaitlin M Stouffer, Alain Trouvé,Laurent Younes, Michael Kunst,Lydia Ng, Hongkui Zeng,Manjari Anant, Jean Fan,Yongsoo Kim, Xiaoyin Chen, Mara Rue,Michael I Miller
Nature communicationsno. 1 (2024): 3530-3530
Neuroinformaticsno. 1 (2024): 63-74
bioRxiv : the preprint server for biology (2023)
Chin-Fu Liu,Laurent Younes, Xiao J Tong,Jared T Hinkle, Maggie Wang, Sanika Phatak,Xin Xu,Xuan Bu,Vivian Looi,Jee Bang,Sarah J Tabrizi,Rachael I Scahill,
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bioRxiv : the preprint server for biology (2023)
FIMHpp.320-328, (2023)
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