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Generating Realistic 3D Brain MRIs Using a Conditional Diffusion Probabilistic Model


Dec 15, 2022
Wei Peng, Ehsan Adeli, Qingyu Zhao, Kilian M. Pohl

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Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome


Oct 27, 2022
Yueting Li, Qingyue Wei, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao

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Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video Understanding


Aug 22, 2022
Stephen Su, Samuel Kwong, Qingyu Zhao, De-An Huang, Juan Carlos Niebles, Ehsan Adeli

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Multiple Instance Neuroimage Transformer


Aug 19, 2022
Ayush Singla, Qingyu Zhao, Daniel K. Do, Yuyin Zhou, Kilian M. Pohl, Ehsan Adeli

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Bridging the Gap between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing


Jul 28, 2022
Magdalini Paschali, Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl

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* Accepted at the 5th workshop on PRedictive Intelligence in Medicine (PRIME 2022) - MICCAI 2022 

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A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models


Jul 11, 2022
Anthony Vento, Qingyu Zhao, Robert Paul, Kilian M. Pohl, Ehsan Adeli

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Longitudinal Correlation Analysis for Decoding Multi-Modal Brain Development


Jul 10, 2021
Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl

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Metadata Normalization


May 05, 2021
Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli

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* Accepted to CVPR 2021. Project page: https://mml.stanford.edu/MDN/ 

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Self-Supervised Longitudinal Neighbourhood Embedding


Mar 09, 2021
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Edith V Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M Pohl

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* Submitted to Medical Image Computing and Computer Assisted Intervention (MICCAI) 2021 

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