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个人简介
Dr. Montillo advances the theory and application of deep learning using datasets of multi-modal brain images and recordings. He develops de novo machine learning algorithms that can analyze these with better precision. These algorithms integrate brain images with diverse patient data and perform image interpretation to inform accurate diagnoses and prognoses. These precision analyses will provide valuable information for optimization of non-invasive treatments and deepen insight into understanding brain activity in neurological disorders.
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论文共 97 篇作者统计合作学者相似作者
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Cooper J Mellema,Kevin P Nguyen,Alex Treacher, Aixa X Andrade,Nader Pouratian,Vibhash D Sharma, Padraig O'Suileabhain,Albert A Montillo
NeuroImage. Clinical (2024): 103571-103571
Dogan S Polat, Son Nguyen,Paniz Karbasi, Keith Hulsey,Murat Can Cobanoglu, Liqiang Wang,Albert Montillo,Basak E Dogan
Radiology. Imaging cancerno. 3 (2024): e230107-e230107
Elodie Germani, Nikhil Baghwat,Mathieu Dugré,Rémi Gau,Albert Montillo,Kevin Nguyen, Andrzej Sokolowski,Madeleine Sharp,Jean-Baptiste Poline,Tristan Glatard
arxiv(2024)
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Cooper J. Mellema,Kevin P. Nguyen,Alex Treacher, Aixa X. Andrade,Nader Pouratian,Vibhash D. Sharma, Padraig O'Suileabhain,Albert A. Montillo
NeuroImage: Clinical (2024): 103571-103571
IEEE Transactions on Pattern Analysis and Machine Intelligenceno. 7 (2023): 8081-8093
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JOURNAL OF NEURAL ENGINEERINGno. 6 (2023)
CoRR (2023)
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arxiv(2022)
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