The Pilot Research of Differencing Time Series as an Important Feature Extraction for Numerical Prediction of Systolic Blood Pressure Using Machine Learning
Huang, Chih-Hsun, Tung, Nai-Yun, Hu, Hsiang-Wei, Chen, Kuan-Yu, Liu, Chih-Hao, Chi, Hsin-Yin, Chang, Ting-Wei, Yang, Jiun-Yi, Lin, Hsuan-Ming, Chen, Che-Wen, Wang, Jhing-Fa
Published in 2021 9th International Conference on Orange Technology (ICOT) (16.12.2021)
Published in 2021 9th International Conference on Orange Technology (ICOT) (16.12.2021)
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Conference Proceeding
Numerical prediction for Systolic Blood Pressure in Intradialytic Hypotension Using Time-relevant RNN Models
Tung, Nai-Yun, Hu, Hsiang Wei, Chi, Hsin-Yin, Chen, Kuan-Yu, Sung, Junne-Ming, Liu, Kuan-Hung, Boyce, Zachary, Lin, Chou-Ching, Law, David, Yu, Chang-Chia, Chen, Chen-Ying, Lin, Hsuan-Ming
Published in 2021 IEEE 3rd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS) (28.05.2021)
Published in 2021 IEEE 3rd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS) (28.05.2021)
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Conference Proceeding
Feature Selection for Intradialytic Blood Pressure Value Prediction Using GRU-based Method Under RFECV algorithm
Huang, En-Han, Hu, Hsiang-Wei, Jheng, Wun-Long, Chen, Kuan-Yu, Liu, Chih-Hao, Chi, Hsin-Yin, Chang, Ting-Wei, Chin-Yu, Wu, Un, Chi-Hin, Lin, Hsuan-Ming, Chen, Che-Wen, Wang, Jhing-Fa
Published in 2021 9th International Conference on Orange Technology (ICOT) (16.12.2021)
Published in 2021 9th International Conference on Orange Technology (ICOT) (16.12.2021)
Get full text
Conference Proceeding
Blood Pressure Value Prediction in Hemodialysis Patients Using the CNN+GRU Network Architecture
Hu, Hsiang-Wei, Jheng, Wun-Long, Huang, En-Han, Chen, Kuan-Yu, Liu, Chih-Hao, Chi, Hsin-Yin, Chin-Yu, Wu, Chen, Yu-Cheng, Wang, Jian-An, Lin, Hsuan-Ming, Ghose, Supratip, Chen, Che-Wen, Wang, Jhing-Fa
Published in 2021 9th International Conference on Orange Technology (ICOT) (16.12.2021)
Published in 2021 9th International Conference on Orange Technology (ICOT) (16.12.2021)
Get full text
Conference Proceeding