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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
Explainable quantum clustering method to model medical data
Deshmukh, Shradha, Behera, Bikash K., Mulay, Preeti, Ahmed, Emad A., Al-Kuwari, Saif, Tiwari, Prayag, Farouk, Ahmed
Published in Knowledge-based systems (12.05.2023)
Published in Knowledge-based systems (12.05.2023)
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Journal Article
Image quality of ultralow-dose chest CT using deep learning techniques: potential superiority of vendor-agnostic post-processing over vendor-specific techniques
Nam, Ju Gang, Ahn, Chulkyun, Choi, Hyewon, Hong, Wonju, Park, Jongsoo, Kim, Jong Hyo, Goo, Jin Mo
Published in European radiology (01.07.2021)
Published in European radiology (01.07.2021)
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Journal Article
Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations
Daif, Noureddine, Di Nunno, Fabio, Granata, Francesco, Difi, Salah, Kisi, Ozgur, Heddam, Salim, Kim, Sungwon, Adnan, Rana Muhammad, Zounemat-Kermani, Mohammad
Published in Stochastic environmental research and risk assessment (01.06.2025)
Published in Stochastic environmental research and risk assessment (01.06.2025)
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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
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
Predictive modeling of consumer purchase behavior on social media: Integrating theory of planned behavior and machine learning for actionable insights
Azad, Md. Shawmoon, Khan, Shadman Sakib, Hossain, Rezwan, Rahman, Raiyan, Momen, Sifat
Published in PloS one (27.12.2023)
Published in PloS one (27.12.2023)
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Journal Article
What is behind the meta-learning initialization of adaptive filter? — A naive method for accelerating convergence of adaptive multichannel active noise control
Shi, Dongyuan, Gan, Woon-seng, Shen, Xiaoyi, Luo, Zhengding, Ji, Junwei
Published in Neural networks (01.04.2024)
Published in Neural networks (01.04.2024)
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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
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