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  1. Article

    Open Access

    The application of a deep learning system developed to reduce the time for RT-PCR in COVID-19 detection

    Reducing the time to diagnose COVID-19 helps to manage insufficient isolation-bed resources and adequately accommodate critically ill patients. There is currently no alternative method to real-time reverse tra...

    Yoonje Lee, Yu-Seop Kim, Da-in Lee, Seri Jeong, Gu-Hyun Kang in Scientific Reports (2022)

  2. Article

    Open Access

    Deep learning based prediction of prognosis in nonmetastatic clear cell renal cell carcinoma

    Survival analyses for malignancies, including renal cell carcinoma (RCC), have primarily been conducted using the Cox proportional hazards (CPH) model. We compared the random survival forest (RSF) and DeepSurv...

    Seok-Soo Byun, Tak Sung Heo, Jeong Myeong Choi, Yeong Seok Jeong in Scientific Reports (2021)