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Dose reduction potential of vendor-agnostic deep learning model in comparison with deep learning–based image reconstruction algorithm on CT: a phantom study
Choi, Hyunsu, Chang, Won, Kim, Jong Hyo, Ahn, Chulkyun, Lee, Heejin, Kim, Hae Young, Cho, Jungheum, Lee, Yoon Jin, Kim, Young Hoon
Published in European radiology (01.02.2022)
Published in European radiology (01.02.2022)
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Journal Article
A feature agnostic approach for glaucoma detection in OCT volumes
Maetschke, Stefan, Antony, Bhavna, Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel, Garnavi, Rahil
Published in PloS one (01.07.2019)
Published in PloS one (01.07.2019)
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Journal Article
Intelligent Data Reduction for IoT: A Context-Driven Framework
Pioli, Laercio, De Macedo, Douglas D. J., Costa, Daniel G., Dantas, Mario A. R.
Published in IEEE access (2025)
Published in IEEE access (2025)
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Journal Article
MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning
Gao, Yuan, Bai, Haoping, Jie, Zequn, Ma, Jiayi, Jia, Kui, Liu, Wei
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2020)
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Conference Proceeding
Model-agnostic meta-learning for EEG-based inter-subject emotion recognition
Chen, Cheng, Fang, Hao, Yang, Yuxiao, Zhou, Yi
Published in Journal of neural engineering (01.02.2025)
Published in Journal of neural engineering (01.02.2025)
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Journal Article
MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification
Zhang, Huanle, Pirsiavash, Hamed, Liu, Xin
Published in Proceedings / IEEE Workshop on Applications of Computer Vision (01.01.2023)
Published in Proceedings / IEEE Workshop on Applications of Computer Vision (01.01.2023)
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Conference Proceeding
Comparative analysis of machine learning algorithms for computer-assisted reporting based on fully automated cross-lingual RadLex mappings
Maros, Máté E., Cho, Chang Gyu, Junge, Andreas G., Kämpgen, Benedikt, Saase, Victor, Siegel, Fabian, Trinkmann, Frederik, Ganslandt, Thomas, Groden, Christoph, Wenz, Holger
Published in Scientific reports (09.03.2021)
Published in Scientific reports (09.03.2021)
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Journal Article
Task Agnostic Meta-Learning for Few-Shot Learning
Jamal, Muhammad Abdullah, Qi, Guo-Jun
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2019)
Published in Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) (01.06.2019)
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Conference Proceeding
Learning Domain-Agnostic Visual Representation for Computational Pathology Using Medically-Irrelevant Style Transfer Augmentation
Yamashita, Rikiya, Long, Jin, Banda, Snikitha, Shen, Jeanne, Rubin, Daniel L.
Published in IEEE transactions on medical imaging (01.12.2021)
Published in IEEE transactions on medical imaging (01.12.2021)
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Journal Article