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  1. Article

    Open Access

    Diagnostic accuracy of symptoms for an underlying disease: a simulation study

    Symptoms have been used to diagnose conditions such as frailty and mental illnesses. However, the diagnostic accuracy of the numbers of symptoms has not been well studied. This study aims to use equations and ...

    Yi-Sheng Chao, Chao-Jung Wu, Yi-Chun Lai, Hui-Ting Hsu, Yen-Po Cheng in Scientific Reports (2022)

  2. Article

    Open Access

    Using syndrome mining with the Health and Retirement Study to identify the deadliest and least deadly frailty syndromes

    Syndromes are defined with signs or symptoms that occur together and represent conditions. We use a data-driven approach to identify the deadliest and most death-averse frailty syndromes based on frailty sympt...

    Yi-Sheng Chao, Chao-Jung Wu, Hsing-Chien Wu, Hui-Ting Hsu in Scientific Reports (2020)

  3. Article

    Open Access

    Composite diagnostic criteria are problematic for linking potentially distinct populations: the case of frailty

    Composite diagnostic criteria are common in frailty research. We worry distinct populations may be linked to each other due to complicated criteria. We aim to investigate whether distinct populations might be ...

    Yi-Sheng Chao, Chao-Jung Wu, Hsing-Chien Wu, Hui-Ting Hsu in Scientific Reports (2020)

  4. Article

    Open Access

    A proposal for a self-rated frailty index and status for patient-oriented research

    Frailty indices are important predictors of major health outcomes, but mostly designed by and for researchers and specialists. Three of the most commonly used theory-based indices are composite measures that a...

    Yi-Sheng Chao, Danielle McGolrick, Chao-Jung Wu, Hsing-Chien Wu in BMC Research Notes (2019)

  5. Article

    Open Access

    Early career researchers’ perspectives and roles in patient-oriented research

    Patient-oriented research (POR) has received increasing attention in recent years. In this approach, patients’ experiential knowledge, derived from their experiences of living with a condition or illness and o...

    Geneviève Rouleau, Jean-Christophe Bélisle-Pipon in Research Involvement and Engagement (2018)

  6. Article

    Open Access

    A network perspective on patient experiences and health status: the Medical Expenditure Panel Survey 2004 to 2011

    There is a growing emphasis on the need to engage patients in order to improve the quality of health care and improve health outcomes. However, we are still lacking a comprehensive understanding on how differe...

    Yi-Sheng Chao, Hau-tieng Wu, Marco Scutari, Tai-Shen Chen in BMC Health Services Research (2017)

  7. Article

    Open Access

    International changes in end-of-life practices over time: a systematic review

    End-of-life policies are hotly debated in many countries, with international evidence frequently used to support or oppose legal reforms. Existing reviews are limited by their focus on specific practices or se...

    Yi-Sheng Chao, Antoine Boivin, Isabelle Marcoux in BMC Health Services Research (2016)

  8. Article

    Open Access

    Risk adjustment and observation time: comparison between cross-sectional and 2-year panel data from the Medical Expenditure Panel Survey (MEPS)

    Risk adjustment models were used to estimate health care consumption after adjusting for individual characteristics or other factors. The results of this technique were not satisfying. One reason could be that...

    Yi-Sheng Chao, Chao-Jung Wu, Tai-Shen Chen in Health Information Science and Systems (2014)