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Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study

by Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)

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Rummage of Machine Learning Algorithms in Cancer Diagnosis

by Johri, Prashant, Saxena, Vivek sen, Kumar, Avneesh
Published in International journal of e-health and medical communications (01.01.2021)

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Machine learning algorithms to predict stroke in China based on causal inference of time series analysis

by Zheng, Qizhi, Zhao, Ayang, Wang, Xinzhu, Bai, Yanhong, Wang, Zikun, Wang, Xiuying, Zeng, Xianzhang, Dong, Guanghui
Published in BMC neurology (31.05.2025)

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Performance of machine learning algorithms for dementia assessment: impacts of language tasks, recording media, and modalities

by Parsapoor (Parsa), Mahboobeh (Mah), Alam, Muhammad Raisul, Mihailidis, Alex
Published in BMC medical informatics and decision making (03.03.2023)

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Diabetes prediction model based on GA-XGBoost and stacking ensemble algorithm

by Li, Wenguang, Peng, Yan, Peng, Ke
Published in PloS one (30.09.2024)

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Detecting rare diseases in electronic health records using machine learning and knowledge engineering: Case study of acute hepatic porphyria

by Cohen, Aaron M., Chamberlin, Steven, Deloughery, Thomas, Nguyen, Michelle, Bedrick, Steven, Meninger, Stephen, Ko, John J., Amin, Jigar J., Wei, Alex J., Hersh, William
Published in PloS one (02.07.2020)

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Detection of carbapenem-resistant Klebsiella pneumoniae on the basis of matrix-assisted laser desorption ionization time-of-flight mass spectrometry by using supervised machine learning approach

by Huang, Tsi-Shu, Lee, Susan Shin-Jung, Lee, Chia-Chien, Chang, Fu-Chuen
Published in PloS one (06.02.2020)

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Prediction of Gestational Diabetes Mellitus under Cascade and Ensemble Learning Algorithm

by Zhang, Jie, Wang, Fang
Published in Computational intelligence and neuroscience (14.07.2022)

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An analysis of Chinese nursing electronic medical records to predict violence in psychiatric inpatients using text mining and machine learning techniques

by Hu, Ya-Han, Hung, Jeng-Hsiu, Hu, Li-Yu, Huang, Sheng-Yun, Shen, Cheng-Che
Published in PloS one (07.06.2023)

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Machine learning in TCM with natural products and molecules: current status and future perspectives

by Ma, Suya, Liu, Jinlei, Li, Wenhua, Liu, Yongmei, Hui, Xiaoshan, Qu, Peirong, Jiang, Zhilin, Li, Jun, Wang, Jie
Published in Chinese medicine (20.04.2023)

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Big Data architecture for intelligent maintenance: a focus on query processing and machine learning algorithms

by Lehmann, Claude, Goren Huber, Lilach, Horisberger, Thomas, Scheiba, Georg, Sima, Ana Claudia, Stockinger, Kurt
Published in Journal of big data (12.08.2020)

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Machine learning to identify pairwise interactions between specific IgE antibodies and their association with asthma: A cross-sectional analysis within a population-based birth cohort

by Fontanella, Sara, Frainay, Clément, Murray, Clare S., Simpson, Angela, Custovic, Adnan
Published in PLoS medicine (13.11.2018)

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Automated Detection of Aberrant Episodes in Epileptic Conditions: Leveraging EEG and Machine Learning Algorithms

by Hazarika, Uddipan, Borah, Bidyut Bikash, Roy, Soumik, Saikia, Manob Jyoti
Published in Bioengineering (Basel) (29.03.2025)

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An improved constraint-based Bayesian network learning method using Gaussian kernel probability density estimator

by Jiang, Yaling, Liang, Zizhen, Gao, Hui, Guo, Yang, Zhong, Zhiman, Yang, Chen, Liu, Jianxiao
Published in Expert systems with applications (15.12.2018)

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Synthetic data analysis for early detection of Alzheimer progression through machine learning algorithms

by Sánchez Reyna, Ana Gabriela, Mendoza-Gonzalez, Ricardo, Luna-García, Huizilopoztli, Celaya Padilla, José María, Morgan Benita, Jorge Alejandro, Espino-Salinas, Carlos H., Galván-Tejada, Jorge I., Rondon, David, Villalba-Condori, Klinge
Published in PeerJ. Computer science (12.12.2024)

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Posttraumatic stress disorder hyperarousal event detection using smartwatch physiological and activity data

by Sadeghi, Mahnoosh, McDonald, Anthony D., Sasangohar, Farzan
Published in PloS one (18.05.2022)

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NE-nu-SVC: A New Nested Ensemble Clinical Decision Support System for Effective Diagnosis of Coronary Artery Disease

by Abdar, Moloud, Acharya, U. Rajendra, Sarrafzadegan, Nizal, Makarenkov, Vladimir
Published in IEEE access (2019)

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Health Prognosis for Equipment Based on ACO-K-Means and MCS-SVM under Small Sample Noise Unbalanced Data

Published in Tehnički vjesnik (01.01.2024)

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Diagnosis and Classification of the Diabetes Using Machine Learning Algorithms

by Theerthagiri, Prasannavenkatesan, Ruby, A. Usha, Vidya, J.
Published in SN computer science (01.01.2023)

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Transfer Learning-Based Condition Monitoring of Single Point Cutting Tool

by Naveen Venkatesh, S., Arun Balaji, P., Elangovan, M., Annamalai, K., Indira, V., Sugumaran, V., Mahamuni, Vetri Selvi
Published in Computational intelligence and neuroscience (15.07.2022)

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