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    Exploring Mortality and Prognostic Factors of Heart Failure with In-Hospital and Emergency Patients by Electronic Medical Records: A Machine Learning Approach by Yu CS, Wu JL, Shih CM, Chiu KL, Chen YD, Chang TH

    Published 2025-01-01
    “…Cheng-Sheng Yu,1– 4,* Jenny L Wu,5,* Chun-Ming Shih,6– 8 Kuan-Lin Chiu,9 Yu-Da Chen,9,10 Tzu-Hao Chang5,11 1Graduate Institute of Data Science, College of Management, Taipei Medical University, New Taipei City, 235603, Taiwan; 2Clinical Data Center, Office of Data Science, Taipei Medical University, New Taipei City, 235603, Taiwan; 3Fintech Innovation Center, Nan Shan Life Insurance Co., Ltd., Taipei, 11049, Taiwan; 4Beyond Lab, Nan Shan Life Insurance Co., Ltd., Taipei, 11049, Taiwan; 5Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, New Taipei City, 235603, Taiwan; 6Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, 11031, Taiwan; 7Cardiovascular Research Center, Taipei Medical University Hospital, Taipei, 11031, Taiwan; 8Taipei Heart Institute, Taipei Medical University, Taipei, 11031, Taiwan; 9Department of Family Medicine, Taipei Medical University Hospital, Taipei, 11031, Taiwan; 10School of Medicine, College of Medicine, Taipei Medical University, Taipei, 11031, Taiwan; 11Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei, 11031, Taiwan*These authors contributed equally to this workCorrespondence: Tzu-Hao Chang; Yu-Da Chen, Email kevinchang@tmu.edu.tw; 153072@h.tmu.edu.twPurpose: As HF progresses into advanced HF, patients experience a poor quality of life, distressing symptoms, intensive care use, social distress, and eventual hospital death. …”
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    ¿Qué es y cómo medir capital social? by Francisca Ortiz Ruiz, M. Beatriz Fernández, Carolina Cornejo, Herminia Gonzálvez Torralbo, M.Soledad Herrera

    Published 2025-01-01
    “…Destacando la preponderancia de investigaciones cuantitativas, además de la noción/medición de capital social con el generador de posiciones de Nan Lin. Se identifican temas en los que futuras investigaciones podrían avanzar usando esta noción, cómo la diversificación de muestras utilizadas, casos de estudios y aproximación de recolección/análisis de datos. …”
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