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Browsing Articles by Author "8c6c3e8e-7e42-490a-930d-e35e8d961276"

Browsing Articles by Author "8c6c3e8e-7e42-490a-930d-e35e8d961276"

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  • END-TO-END DEEP DIAGNOSIS OF X-RAY IMAGES 
    Urinbayev, Kudaibergen; Orazbek, Yerassyl; Nurambek, Yernur; Mirzakhmetov, Almas; Varol, Huseyin Atakan (arxiv, 2020)
    In this work, we present an end-to-end deep learning framework for X-ray image diagnosis. As the first step, our system determines whether a submitted image is an X-ray or not. After it classifies the type of the X-ray, ...
  • A NETWORK-BASED STOCHASTIC EPIDEMIC SIMULATOR: CONTROLLING COVID-19 WITH REGION-SPECIFIC POLICIES 
    Kuzdeuov, Askat; Baimukashev, Daulet; Karabay, Aknur; Ibragimov, Bauyrzhan; Mirzakhmetov, Almas; Nurpeiissov, Mukhamet; Lewis, Michael; Varol, Huseyin Atakan (IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020)
    —In this work, we present an open-source stochastic epidemic simulator calibrated with extant epidemic experience of COVID-19. The simulator models a country as a network representing each node as an administrative region. ...