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Detecting congestive heart failure by extracting multimodal features with synthetic minority oversampling technique (SMOTE) for imbalanced data using robust machine learning techniques
Hussain, Lal, Lone, Kashif Javed, Awan, Imtiaz Ahmed, Abbasi, Adeel Ahmed, Pirzada, Jawad-ur-Rehman
Published in Waves in random and complex media (04.05.2022)
Published in Waves in random and complex media (04.05.2022)
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Journal Article
Gait Rhythm Fluctuation Analysis for Neurodegenerative Diseases by Empirical Mode Decomposition
Ren, Peng, Tang, Shanjiang, Fang, Fang, Luo, Lizhu, Xu, Lei, Bringas-Vega, Maria L., Yao, Dezhong, Kendrick, Keith M., Valdes-Sosa, Pedro A.
Published in IEEE transactions on biomedical engineering (01.01.2017)
Published in IEEE transactions on biomedical engineering (01.01.2017)
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Journal Article
Analysis of Gait Rhythm Fluctuations for Neurodegenerative Diseases by Phase Synchronization and Conditional Entropy
Ren, Peng, Zhao, Weihua, Zhao, Zhiying, Bringas-Vega, Maria L., Valdes-Sosa, Pedro A., Kendrick, Keith M.
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2016)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2016)
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Journal Article
An Efficient Resampling Technique for Financial Statements Fraud Detection: A Comparative Study
Ashtiani, Matin N., Raahemi, Bijan
Published in 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) (19.07.2023)
Published in 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) (19.07.2023)
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Conference Proceeding
Machine Learning Approach to Study the Impact of Obesity on Autonomic Nervous System using Heart Rate Variability Features
Rathod, SR, Chaskar, UM, Patil, CY
Published in 2021 Seventh International conference on Bio Signals, Images, and Instrumentation (ICBSII) (25.03.2021)
Published in 2021 Seventh International conference on Bio Signals, Images, and Instrumentation (ICBSII) (25.03.2021)
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Conference Proceeding
COVID-19 cough classification using machine learning and global smartphone recordings
Pahar, Madhurananda, Klopper, Marisa, Warren, Robin, Niesler, Thomas
Published in Computers in biology and medicine (01.08.2021)
Published in Computers in biology and medicine (01.08.2021)
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Journal Article
MRI‐based radiomics signature for tumor grading of rectal carcinoma using random forest model
He, Bo, Ji, Tao, Zhang, Hong, Zhu, Yun, Shu, Ruo, Zhao, Wei, Wang, Kunhua
Published in Journal of cellular physiology (01.11.2019)
Published in Journal of cellular physiology (01.11.2019)
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Journal Article
Prediction of metabolic and pre-metabolic syndromes using machine learning models with anthropometric, lifestyle, and biochemical factors from a middle-aged population in Korea
Kim, Junho, Mun, Sujeong, Lee, Siwoo, Jeong, Kyoungsik, Baek, Younghwa
Published in BMC public health (06.04.2022)
Published in BMC public health (06.04.2022)
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Journal Article
Smartphone pupillometry with machine learning differentiates ischemic from hemorrhagic stroke: A pilot study
Maxin, Anthony J., Gulek, Bernice G., Lim, Do H., Kim, Samuel, Shaibani, Rami, Winston, Graham M., McGrath, Lynn B., Mariakakis, Alex, Abecassis, Isaac J., Levitt, Michael R.
Published in Journal of stroke and cerebrovascular diseases (01.02.2025)
Published in Journal of stroke and cerebrovascular diseases (01.02.2025)
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Journal Article
S-WD-EEMD: A hybrid framework for imbalanced sEMG signal analysis in diagnosis of human knee abnormality
Vijayvargiya, Ankit, Sinha, Aparna, Gehlot, Naveen, Jena, Ashutosh, Kumar, Rajesh, Moran, Kieran
Published in PloS one (31.05.2024)
Published in PloS one (31.05.2024)
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Journal Article
Detection of breast cancer of various clinical stages based on serum FT-IR spectroscopy combined with multiple algorithms
Yang, Bo, Chen, Chen, Chen, Cheng, Cheng, Hong, Yan, Ziwei, Chen, Fangfang, Zhu, Zhimin, Zhang, Huiting, Yue, Feilong, Lv, Xiaoyi
Published in Photodiagnosis and photodynamic therapy (01.03.2021)
Published in Photodiagnosis and photodynamic therapy (01.03.2021)
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Journal Article
Stacked Ensemble Learning for Classification of Parkinson’s Disease Using Telemonitoring Vocal Features
Omodunbi, Bolaji A., Olawade, David B., Awe, Omosigho F., Soladoye, Afeez A., Aderinto, Nicholas, Ovsepian, Saak V., Boussios, Stergios
Published in Diagnostics (Basel) (09.06.2025)
Published in Diagnostics (Basel) (09.06.2025)
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Journal Article