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DDT-Net: Dose-Agnostic Dual-Task Transfer Network for Simultaneous Low-Dose CT Denoising and Simulation
Meng, Mingqiang, Wang, Yongbo, Zhu, Manman, Tao, Xi, Mao, Zerui, Liao, Jingyi, Bian, Zhaoying, Zeng, Dong, Ma, Jianhua
Published in IEEE journal of biomedical and health informatics (01.06.2024)
Published in IEEE journal of biomedical and health informatics (01.06.2024)
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Journal Article
Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models
Kirtas, Manos, Passalis, Nikolaos, Mourgias-Alexandris, George, Dabos, George, Pleros, Nikos, Tefas, Anastasios
Published in IEEE transactions on emerging topics in computational intelligence (01.02.2023)
Published in IEEE transactions on emerging topics in computational intelligence (01.02.2023)
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Journal Article
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
Automated machine learning for early prediction of acute kidney injury in acute pancreatitis
Zhang, Rufa, Yin, Minyue, Jiang, Anqi, Zhang, Shihou, Xu, Xiaodan, Liu, Luojie
Published in BMC medical informatics and decision making (11.01.2024)
Published in BMC medical informatics and decision making (11.01.2024)
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Journal Article
Bayesian Meta-Learning: Toward Fast Adaptation in Neural Network Positioning Techniques
Pu, Qiaolin, Chen, Youkun, Zhou, Mu, Ng, Joseph Kee-Yin, Cai, Rui
Published in IEEE internet of things journal (15.04.2024)
Published in IEEE internet of things journal (15.04.2024)
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Journal Article
Lie group continual meta learning algorithm
Jiang, Mengjuan, Li, Fanzhang
Published in Applied intelligence (Dordrecht, Netherlands) (01.08.2022)
Published in Applied intelligence (Dordrecht, Netherlands) (01.08.2022)
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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
Bipartite Ranking Fairness Through a Model Agnostic Ordering Adjustment
Cui, Sen, Pan, Weishen, Zhang, Changshui, Wang, Fei
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2023)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2023)
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Journal Article
Interpretable heartbeat classification using local model-agnostic explanations on ECGs
Neves, Inês, Folgado, Duarte, Santos, Sara, Barandas, Marília, Campagner, Andrea, Ronzio, Luca, Cabitza, Federico, Gamboa, Hugo
Published in Computers in biology and medicine (01.06.2021)
Published in Computers in biology and medicine (01.06.2021)
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Journal Article
The enlightening role of explainable artificial intelligence in medical & healthcare domains: A systematic literature review
Ali, Subhan, Akhlaq, Filza, Imran, Ali Shariq, Kastrati, Zenun, Daudpota, Sher Muhammad, Moosa, Muhammad
Published in Computers in biology and medicine (01.11.2023)
Published in Computers in biology and medicine (01.11.2023)
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Journal Article
Machine Learning in RIS-assisted NOMA IoT Networks
Zou, Yixuan, Liu, Yuanwei, Mu, Xidong, Zhang, Xingqi, Liu, Yue, Yuen, Chau
Published in IEEE internet of things journal (15.11.2023)
Published in IEEE internet of things journal (15.11.2023)
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Journal Article
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