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Learning from vertically distributed data across multiple sites: An efficient privacy-preserving algorithm for Cox proportional hazards model with variable selection
Miao, Guanhong, Yu, Lei, Yang, Jingyun, Bennett, David A., Zhao, Jinying, Wu, Samuel S.
Published in Journal of biomedical informatics (01.01.2024)
Published in Journal of biomedical informatics (01.01.2024)
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Journal Article
Comparison of Selected Machine Learning Algorithms in the Analysis of Mental Health Indicators
Bieliński, Adrian, Rojek, Izabela, Mikołajewski, Dariusz
Published in Electronics (Basel) (01.11.2023)
Published in Electronics (Basel) (01.11.2023)
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Journal Article
Using FliPSi to Generate Data for Machine Learning Algorithms
Liebert, Artur, Wittke, Christian, Ehrhardt, Jonas, Jaufmann, Richard, Widulle, Niklas, Eilermann, Sebastian, Krantz, Maria, Niggemann, Oliver
Published in Proceedings (IEEE International Conference on Emerging Technologies and Factory Automation) (12.09.2023)
Published in Proceedings (IEEE International Conference on Emerging Technologies and Factory Automation) (12.09.2023)
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Conference Proceeding
Supervised deep learning algorithms for process fault detection and diagnosis under different temporal subsequence length of process data
Kai, Terence Chia Yi, Saptoro, Agus, Putra, Zulfan Adi, Lim, King Hann, Yeo, Wan Sieng, Sunarso, Jaka
Published in Applied intelligence (Dordrecht, Netherlands) (01.08.2025)
Published in Applied intelligence (Dordrecht, Netherlands) (01.08.2025)
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Journal Article
Prediction of Pseudoprogression versus Progression using Machine Learning Algorithm in Glioblastoma
Jang, Bum-Sup, Jeon, Seung Hyuck, Kim, Il Han, Kim, In Ah
Published in Scientific reports (21.08.2018)
Published in Scientific reports (21.08.2018)
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Journal Article
Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases
Nematzadeh, Sajjad, Kiani, Farzad, Torkamanian-Afshar, Mahsa, Aydin, Nizamettin
Published in Computational biology and chemistry (01.04.2022)
Published in Computational biology and chemistry (01.04.2022)
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Journal Article
Real-time counting of wheezing events from lung sounds using deep learning algorithms: Implications for disease prediction and early intervention
Im, Sunghoon, Kim, Taewi, Min, Choongki, Kang, Sanghun, Roh, Yeonwook, Kim, Changhwan, Kim, Minho, Kim, Seung Hyun, Shim, KyungMin, Koh, Je-sung, Han, Seungyong, Lee, JaeWang, Kim, Dohyeong, Kang, Daeshik, Seo, SungChul
Published in PloS one (20.11.2023)
Published in PloS one (20.11.2023)
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Journal Article
Comparing the performance of statistical, machine learning, and deep learning algorithms to predict time-to-event: A simulation study for conversion to mild cognitive impairment
Billichová, Martina, Coan, Lauren Joyce, Czanner, Silvester, Kováčová, Monika, Sharifian, Fariba, Czanner, Gabriela
Published in PloS one (22.01.2024)
Published in PloS one (22.01.2024)
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Journal Article
Long short-term memory model – A deep learning approach for medical data with irregularity in cancer predication with tumor markers
Wu, Xiaoxing, Wang, Hsin-Yao, Shi, Peichang, Sun, Rong, Wang, Xiaolin, Luo, Zhixiao, Zeng, Fanling, Lebowitz, Michael S., Lin, Wan-Ying, Lu, Jang-Jih, Scherer, Richard, Price, Olivia, Wang, Ziwei, Zhou, Jiming, Wang, Yonghong
Published in Computers in biology and medicine (01.05.2022)
Published in Computers in biology and medicine (01.05.2022)
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Journal Article
Scalability, Explainability and Performance of Data-Driven Algorithms in Predicting the Remaining Useful Life: A Comprehensive Review
Ramezani, Somayeh Bakhtiari, Cummins, Logan, Killen, Brad, Carley, Richard, Amirlatifi, Amin, Rahimi, Shahram, Seale, Maria, Bian, Linkan
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
COVID-19 Detection Systems Using Deep-Learning Algorithms Based on Speech and Image Data
Nassif, Ali Bou, Shahin, Ismail, Bader, Mohamed, Hassan, Abdelfatah, Werghi, Naoufel
Published in Mathematics (Basel) (01.02.2022)
Published in Mathematics (Basel) (01.02.2022)
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Journal Article
Machine learning algorithms to predict intraoperative hemorrhage in surgical patients: a modeling study of real-world data in Shanghai, China
Shi, Ying, Zhang, Guangming, Ma, Chiye, Xu, Jiading, Xu, Kejia, Zhang, Wenyi, Wu, Jianren, Xu, Liling
Published in BMC medical informatics and decision making (10.08.2023)
Published in BMC medical informatics and decision making (10.08.2023)
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Journal Article
Forecasting the trend of tuberculosis incidence in Anhui Province based on machine learning optimization algorithm, 2013–2023
Zhang, Yan, Ma, Huan, Wang, Hua, Xia, Qing, Wu, Shasha, Meng, Jing, Zhu, Panpan, Guo, Zhilong, Hou, Jing
Published in BMC pulmonary medicine (26.10.2024)
Published in BMC pulmonary medicine (26.10.2024)
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Journal Article
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia
Picon, Artzai, Irusta, Unai, Álvarez-Gila, Aitor, Aramendi, Elisabete, Alonso-Atienza, Felipe, Figuera, Carlos, Ayala, Unai, Garrote, Estibaliz, Wik, Lars, Kramer-Johansen, Jo, Eftestøl, Trygve
Published in PloS one (20.05.2019)
Published in PloS one (20.05.2019)
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Journal Article