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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
Machine learning-derived electrocardiographic algorithm for the detection of cardiac amyloidosis
Schrutka, Lore, Anner, Philip, Agibetov, Asan, Seirer, Benjamin, Dusik, Fabian, Rettl, René, Duca, Franz, Dalos, Daniel, Dachs, Theresa-Marie, Binder, Christina, Badr-Eslam, Roza, Kastner, Johannes, Beitzke, Dietrich, Loewe, Christian, Hengstenberg, Christian, Laufer, Günther, Stix, Guenter, Dorffner, Georg, Bonderman, Diana
Published in Heart (British Cardiac Society) (01.07.2022)
Published in Heart (British Cardiac Society) (01.07.2022)
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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
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
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
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
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
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
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
Teaching a Machine to Feel Postoperative Pain: Combining High‐Dimensional Clinical Data with Machine Learning Algorithms to Forecast Acute Postoperative Pain
Tighe, Patrick J., Harle, Christopher A., Hurley, Robert W., Aytug, Haldun, Boezaart, Andre P., Fillingim, Roger B.
Published in Pain medicine (Malden, Mass.) (01.07.2015)
Published in Pain medicine (Malden, Mass.) (01.07.2015)
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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
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
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
Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data
Masino, Aaron J., Harris, Mary Catherine, Forsyth, Daniel, Ostapenko, Svetlana, Srinivasan, Lakshmi, Bonafide, Christopher P., Balamuth, Fran, Schmatz, Melissa, Grundmeier, Robert W.
Published in PloS one (22.02.2019)
Published in PloS one (22.02.2019)
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Journal Article