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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
Achieving High Accuracy in Predicting the Probability of Periprosthetic Joint Infection From Synovial Fluid in Patients Undergoing Hip or Knee Arthroplasty: The Development and Validation of a Multivariable Machine Learning Algorithm
Paranjape, Pearl R, Thai-Paquette, Van, Miamidian, John L, Parr, Jim, Kazin, Eyal A, McLaren, Alex, Toler, Krista, Deirmengian, Carl
Published in Curēus (Palo Alto, CA) (24.12.2023)
Published in Curēus (Palo Alto, CA) (24.12.2023)
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Journal Article
Machine-learning algorithms define pathogen-specific local immune fingerprints in peritoneal dialysis patients with bacterial infections
Zhang, Jingjing, Friberg, Ida M., Kift-Morgan, Ann, Parekh, Gita, Morgan, Matt P., Liuzzi, Anna Rita, Lin, Chan-Yu, Donovan, Kieron L., Colmont, Chantal S., Morgan, Peter H., Davis, Paul, Weeks, Ian, Fraser, Donald J., Topley, Nicholas, Eberl, Matthias
Published in Kidney international (01.07.2017)
Published in Kidney international (01.07.2017)
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Journal Article
Identification of diagnostic gene signatures and molecular mechanisms for non-alcoholic fatty liver disease and Alzheimer’s disease through machine learning algorithms
Jiang, Liqing, Wang, Qian, Jiang, Yingsong, Peng, Dadi, Zong, Kezhen, Li, Shan, Xie, Wenyuan, Zhang, Cheng, Li, Kaili, Wu, Zhongjun, Huang, Zuotian
Published in Clinica chimica acta (15.04.2024)
Published in Clinica chimica acta (15.04.2024)
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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
Predictive ability of current machine learning algorithms for type 2 diabetes mellitus: A meta‐analysis
Kodama, Satoru, Fujihara, Kazuya, Horikawa, Chika, Kitazawa, Masaru, Iwanaga, Midori, Kato, Kiminori, Watanabe, Kenichi, Nakagawa, Yoshimi, Matsuzaka, Takashi, Shimano, Hitoshi, Sone, Hirohito
Published in Journal of diabetes investigation (01.05.2022)
Published in Journal of diabetes investigation (01.05.2022)
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Journal Article
Deep learning algorithms for detecting freezing of gait in Parkinson’s disease: A cross-dataset study
Sigcha, Luis, Borzì, Luigi, Olmo, Gabriella
Published in Expert systems with applications (01.12.2024)
Published in Expert systems with applications (01.12.2024)
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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
Significance of gender, brain region and EEG band complexity analysis for Parkinson’s disease classification using recurrence plots and machine learning algorithms
Sasidharan, Divya, Sowmya, V., Gopalakrishnan, E. A.
Published in Australasian physical & engineering sciences in medicine (01.03.2025)
Published in Australasian physical & engineering sciences in medicine (01.03.2025)
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Journal Article
A Multi-mRNA Host-Response Molecular Blood Test for the Diagnosis and Prognosis of Acute Infections and Sepsis: Proceedings from a Clinical Advisory Panel
Ducharme, James, Self, Wesley H., Osborn, Tiffany M., Ledeboer, Nathan A., Romanowsky, Jonathan, Sweeney, Timothy E., Liesenfeld, Oliver, Rothman, Richard E.
Published in Journal of personalized medicine (07.12.2020)
Published in Journal of personalized medicine (07.12.2020)
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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
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
Gait analysis and Machine learning algorithms to distinguish between Parkinson’s disease, amyotrophic lateral sclerosis, and Huntington’s disease
Ru, Yi, Zhao, Xiangwei, Baghersad, Yasamin, Andani, Hamid Taheri, Hekmatifar, Maboud, Bouallegue, Belgacem
Published in Biomedical signal processing and control (01.12.2025)
Published in Biomedical signal processing and control (01.12.2025)
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Journal Article
MISTIC: A prediction tool to reveal disease-relevant deleterious missense variants
Chennen, Kirsley, Weber, Thomas, Lornage, Xavière, Kress, Arnaud, Böhm, Johann, Thompson, Julie, Laporte, Jocelyn, Poch, Olivier
Published in PloS one (31.07.2020)
Published in PloS one (31.07.2020)
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Journal Article