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Physics-informed and uncertainty-aware deep learning approach for liver PDFF quantification

Author:Juan Meneses Cristobal Arrieta Pablo Irarrazaval Marcelo Andia Carlos Sing Long Juan Gana Jose Galgani Cristian Tejos Sergio Uribe

Session Type:Oral

Session Date:Thursday, 09 May 2024

Session Name:AI-Empowered Image Planning, Quantification & Modeling

Program Number:1235

Room Session:Hall 606

Institution:Monash University Pontificia Universidad Catolica de Chile Universidad Alberto Hurtado i-Health Millennium Institute for Intelligent Healthcare Engineering

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Physics-informed Variational Auto-Encoder to generate synthetic multi-echo chemical shift-encoded liver MR images

Author:Juan Meneses Juan Gana Jose Galgani Cristian Tejos Zhaolin Chen Sergio Uribe

Session Type:Digital Poster

Session Date:Monday, 06 May 2024

Session Name:Curating Synthetic Imaging Data

Program Number:2241

Room Session:Exhibition Hall (Hall 403)

Institution:Monash University Pontificia Universidad Catolica de Chile i-Health Millennium Institute for Intelligent Healthcare Engineering

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