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Explainable machine learning algorithm to predict cardiovascular event in patients undergoing peritoneal dialysis
Yan, Qiqi, Liu, Guiling, Wang, Ruifeng, Li, Dandan, Chen, Xiaoli, Cong, Jingjing, Wang, Deguang
Published in BMC medical informatics and decision making (22.04.2025)
Published in BMC medical informatics and decision making (22.04.2025)
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Journal Article
Fault detection diagnostic for HVAC systems via deep learning algorithms
Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)
Published in Energy and buildings (01.11.2021)
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Journal Article
Gradient boosting for Parkinson’s disease diagnosis from voice recordings
Karabayir, Ibrahim, Goldman, Samuel M., Pappu, Suguna, Akbilgic, Oguz
Published in BMC medical informatics and decision making (15.09.2020)
Published in BMC medical informatics and decision making (15.09.2020)
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Journal Article
Novel automated PD detection system using aspirin pattern with EEG signals
Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Baygin, Mehmet, Acharya, U. Rajendra
Published in Computers in biology and medicine (01.10.2021)
Published in Computers in biology and medicine (01.10.2021)
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Journal Article
FWNNet: Presentation of a New Classifier of Brain Tumor Diagnosis Based on Fuzzy Logic and the Wavelet-Based Neural Network Using Machine-Learning Methods
Ahmadi, Mohsen, Dashti Ahangar, Fatemeh, Astaraki, Nikoo, Abbasi, Mohammad, Babaei, Behzad
Published in Computational intelligence and neuroscience (2021)
Published in Computational intelligence and neuroscience (2021)
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Journal Article
A low-cost vision system based on the analysis of motor features for recognition and severity rating of Parkinson’s Disease
Buongiorno, Domenico, Bortone, Ilaria, Cascarano, Giacomo Donato, Trotta, Gianpaolo Francesco, Brunetti, Antonio, Bevilacqua, Vitoantonio
Published in BMC medical informatics and decision making (12.12.2019)
Published in BMC medical informatics and decision making (12.12.2019)
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Journal Article
A Multi-agent Feature Selection and Hybrid Classification Model for Parkinson's Disease Diagnosis
Mohammed, Mazin Abed, Elhoseny, Mohamed, Abdulkareem, Karrar Hameed, Mostafa, Salama A., Maashi, Mashael S.
Published in ACM transactions on multimedia computing communications and applications (01.06.2021)
Published in ACM transactions on multimedia computing communications and applications (01.06.2021)
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Journal Article
Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database
Huang, Yinan, Talwar, Ashna, Lin, Ying, Aparasu, Rajender R.
Published in BMC medical informatics and decision making (09.11.2022)
Published in BMC medical informatics and decision making (09.11.2022)
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Journal Article
Development and validation of interpretable machine learning models for predicting AKI risk in patients treated with PD-1/PD-L1: a retrospective study
Liu, Wentong, Ji, Kaiyue, Tang, Qianwen, Xia, Weiqi, Zhang, Wei, Shao, Lina, Shi, Jiana, Li, Yukun, Huang, Ping, Ye, Xiaolan
Published in BMC medical informatics and decision making (08.08.2025)
Published in BMC medical informatics and decision making (08.08.2025)
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Journal Article