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Screening of key biomarkers of tendinopathy based on bioinformatics and machine learning algorithms
Zhu, Ya xi, Huang, Jia qiang, Ming, Yu yang, Zhuang, Zhao, Xia, Hong
Published in PloS one (29.10.2021)
Published in PloS one (29.10.2021)
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Journal Article
Predictive Big Data Analytics: A Study of Parkinson’s Disease Using Large, Complex, Heterogeneous, Incongruent, Multi-Source and Incomplete Observations
Dinov, Ivo D., Heavner, Ben, Tang, Ming, Glusman, Gustavo, Chard, Kyle, Darcy, Mike, Madduri, Ravi, Pa, Judy, Spino, Cathie, Kesselman, Carl, Foster, Ian, Deutsch, Eric W., Price, Nathan D., Van Horn, John D., Ames, Joseph, Clark, Kristi, Hood, Leroy, Hampstead, Benjamin M., Dauer, William, Toga, Arthur W.
Published in PloS one (05.08.2016)
Published in PloS one (05.08.2016)
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Journal Article
Optimization by Adaptive Stochastic Descent
Kerr, Cliff C., Dura-Bernal, Salvador, Smolinski, Tomasz G., Chadderdon, George L., Wilson, David P.
Published in PloS one (16.03.2018)
Published in PloS one (16.03.2018)
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Journal Article
Analysis of delirium prediction in the ICU based on the hybrid SGDCS-ANFIS approach
Tian, Yuan, Liang, Yongquan, Chen, Yufeng, Bian, Hongyang
Published in Medical & biological engineering & computing (01.03.2023)
Published in Medical & biological engineering & computing (01.03.2023)
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Journal Article
Classification of QRS complexes to detect Premature Ventricular Contraction using machine learning techniques
De Marco, Fabiola, Ferrucci, Filomena, Risi, Michele, Tortora, Genoveffa
Published in PloS one (18.08.2022)
Published in PloS one (18.08.2022)
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Journal Article
Automatic adventitious respiratory sound analysis: A systematic review
Pramono, Renard Xaviero Adhi, Bowyer, Stuart, Rodriguez-Villegas, Esther
Published in PloS one (26.05.2017)
Published in PloS one (26.05.2017)
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Journal Article
Swept source optical coherence tomography to early detect multiple sclerosis disease. The use of machine learning techniques
Pérez del Palomar, Amaya, Cegoñino, José, Montolío, Alberto, Orduna, Elvira, Vilades, Elisa, Sebastián, Berta, Pablo, Luis E., Garcia-Martin, Elena
Published in PloS one (06.05.2019)
Published in PloS one (06.05.2019)
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Journal Article
Machine learning enhances prediction of illness course: a longitudinal study in eating disorders
Haynos, Ann F., Wang, Shirley B., Lipson, Sarah, Peterson, Carol B., Mitchell, James E., Halmi, Katherine A., Agras, W. Stewart, Crow, Scott J.
Published in Psychological medicine (01.06.2021)
Published in Psychological medicine (01.06.2021)
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Journal Article
Machine learning detection of Atrial Fibrillation using wearable technology
Lown, Mark, Brown, Michael, Brown, Chloë, Yue, Arthur M., Shah, Benoy N., Corbett, Simon J., Lewith, George, Stuart, Beth, Moore, Michael, Little, Paul
Published in PloS one (24.01.2020)
Published in PloS one (24.01.2020)
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Journal Article
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports
Ong, Charlene Jennifer, Orfanoudaki, Agni, Zhang, Rebecca, Caprasse, Francois Pierre M., Hutch, Meghan, Ma, Liang, Fard, Darian, Balogun, Oluwafemi, Miller, Matthew I., Minnig, Margaret, Saglam, Hanife, Prescott, Brenton, Greer, David M., Smirnakis, Stelios, Bertsimas, Dimitris
Published in PloS one (19.06.2020)
Published in PloS one (19.06.2020)
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Journal Article
Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning models
Tu, Guang, Cai, Zhonglan, Wu, Ling, Yu, Hang, Jiang, Hongke, Luo, Haijian
Published in PloS one (14.08.2025)
Published in PloS one (14.08.2025)
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Journal Article
Low-cost and scalable machine learning model for identifying children and adolescents with poor oral health using survey data: An empirical study in Portugal
Lavado, Susana, Costa, Eduardo, Sturm, Niclas F., Tafferner, Johannes S., Rodrigues, Octávio, Pita Barros, Pedro, Zejnilovic, Leid
Published in PloS one (24.01.2025)
Published in PloS one (24.01.2025)
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Journal Article
AD-GCN: A novel graph convolutional network integrating multi-omics data for enhanced Alzheimer’s disease diagnosis
Li, Zilu, Li, Qingyun, Li, Xiaoqing, Luo, Wei, Guo, Haiyan, Zhao, Chunyan, Yang, Canzhen, Xie, Anke, Hu, Kai, Guo, Yangfan
Published in PloS one (02.06.2025)
Published in PloS one (02.06.2025)
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Journal Article
Explainable machine learning on baseline MRI predicts multiple sclerosis trajectory descriptors
Campanioni, Silvia, Veiga, César, Prieto-González, José María, González-Nóvoa, José A., Busto, Laura, Martinez, Carlos, Alberte-Woodward, Miguel, García de Soto, Jesús, Pouso-Diz, Jessica, Fernández Ceballos, María de los Ángeles, Agis-Balboa, Roberto Carlos
Published in PloS one (16.07.2024)
Published in PloS one (16.07.2024)
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Journal Article