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S.M. Isuru Niroshana
S.M. Isuru Niroshana
University of Aizu
Pattern recognition
Artificial intelligence
Convolutional neural network
Computer science
Electroencephalography
4
Papers
9
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A fused-image-based approach to detect obstructive sleep apnea using a single-lead ECG and a 2D convolutional neural network.
2021
PLOS ONE
S.M. Isuru Niroshana
Xin Zhu
Keijiro Nakamura
Wenxi Chen
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Citations (2)
Reduce False-Positive Rate by Active Learning for Automatic Polyp Detection in Colonoscopy Videos
2020
ISBI | International Symposium on Biomedical Imaging
Zhe Guo
Ruiyao Zhang
Qin Li
Xinkai Liu
Daiki Nemoto
Kazutomo Togashi
S.M. Isuru Niroshana
Yuchen Shi
Xin Zhu
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Citations (5)
Sleep Stage Classification Based on EEG, EOG, and CNN-GRU Deep Learning Model
2019
ICAST | IEEE International Conference on Adaptive Science & Technology
S.M. Isuru Niroshana
Xin Zhu
Ying Chen
Wenxi Chen
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Automatic Sleep Stage Classification Based on Convolutional Neural Networks
2019
S.M. Isuru Niroshana
Xin Zhu
Yin Chen
Wenxi Chen
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