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Direct parameter estimation of white matter model from DKI maps using recurrent neural network

Author:Yujian Diao  Ileana Jelescu  

Session Type:Oral  

Session Date:Wednesday, 11 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Deep/Machine Learning-Based Quantitative Imaging & Modeling  

Program Number:0438  

Room Session:N11 (Breakout A)  

Institution:CIBM Center for Biomedical Imaging  Ecole Polytechnique Fédérale de Lausanne  Lausanne University Hospital  

Subject classification based on functional connectivity and white matter microstructure in a rat model of Alzheimer’s using machine learning

Author:Yujian Diao  Catarina Tristão Pereira  Ting Yin  Ileana Jelescu  

Session Type:Digital Poster  

Session Date:Wednesday, 11 May 2022  

Topic:Module 29: Processing & Analysis  

Session Name:Imaging Processing & Analysis  

Program Number:1973  

Room Session:Exhibition Hall:S8 & S9  

Institution:CIBM Center for Biomedical Imaging  Ecole Polytechnique Fédérale de Lausanne  Faculdade de Ciências da Universidade de Lisboa  Lausanne University Hospital