Papanastasiou, Giorgos
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1

A novel deep learning method for large-scale analysis of bo..:

Morris, David M. ; Wang, Chengjia ; Papanastasiou, Giorgos...
Computational and Structural Biotechnology Journal.  24 (2024)  - p. 89-104 , 2024
 
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2

From explainable to interpretable deep learning for natural..:

Huang, Guangming ; Li, Yingya ; Jameel, Shoaib..
Computational and Structural Biotechnology Journal.  24 (2024)  - p. 362-373 , 2024
 
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3

Is Attention all You Need in Medical Image Analysis? A Revi..:

Papanastasiou, Giorgos ; Dikaios, Nikolaos ; Huang, Jiahao..
IEEE Journal of Biomedical and Health Informatics.  28 (2024)  3 - p. 1398-1411 , 2024
 
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Less Is More: Unsupervised Mask-Guided Annotated CT Image S..:

Xing, Xiaodan ; Papanastasiou, Giorgos ; Walsh, Simon.
IEEE Transactions on Medical Imaging.  42 (2023)  9 - p. 2566-2576 , 2023
 
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You Don't Have to Be Perfect to Be Amazing: Unveil the Util..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2023,
Xing, Xiaodan ; Felder, Federico ; Nan, Yang... - p. 13-22 , 2023
 
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13

Semi-supervised Pathology Segmentation with Disentangled Re..:

, In: Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning; Lecture Notes in Computer Science,
 
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14

Multimodal Cardiac Segmentation Using Disentangled Represen..:

, In: Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges; Lecture Notes in Computer Science,
 
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