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Ehsan Adeli

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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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Representation Disentanglement for Multi-modal MR Analysis

Feb 23, 2021
Jiahong Ouyang, Ehsan Adeli, Kilian M Pohl, Qingyu Zhao, Greg Zaharchuk

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Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models

Feb 16, 2021
Zixuan Liu, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao

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TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Feb 08, 2021
Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan L. Yuille, Yuyin Zhou

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Generative Adversarial U-Net for Domain-free Medical Image Augmentation

Jan 12, 2021
Xiaocong Chen, Yun Li, Lina Yao, Ehsan Adeli, Yu Zhang

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3D CNNs with Adaptive Temporal Feature Resolutions

Nov 17, 2020
Mohsen Fayyaz, Emad Bahrami Rad, Ali Diba, Mehdi Noroozi, Ehsan Adeli, Luc Van Gool, Juergen Gall

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Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor Severity

Jul 17, 2020
Mandy Lu, Kathleen Poston, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Kilian M. Pohl, Juan Carlos Niebles, Ehsan Adeli

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Socially and Contextually Aware Human Motion and Pose Forecasting

Jul 14, 2020
Vida Adeli, Ehsan Adeli, Ian Reid, Juan Carlos Niebles, Hamid Rezatofighi

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LSSL: Longitudinal Self-Supervised Learning

Jun 12, 2020
Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl

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