Essays about: "Frida Skarf"

Found 2 essays containing the words Frida Skarf.

  1. 1. Uncertainty Estimation in Radiation Dose Prediction U-Net

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Frida Skarf; [2023]
    Keywords : Radiation dose prediction models; U-net; quantile regression; Monte Carlo Dropout; epistemic uncertainty estimation; aleatoric uncertainty estimation; Stråldospredicerande modeller; U-net; kvantilregression; Monte Carlo Dropout; epistemisk osäkerhetsskattning; aletorisk osäkerhetsskattning;

    Abstract : The ability to quantify uncertainties associated with neural network predictions is crucial when they are relied upon in decision-making processes, especially in safety-critical applications like radiation therapy. In this paper, a single-model estimator of both epistemic and aleatoric uncertainties in a regression 3D U-net used for radiation dose prediction is presented. READ MORE

  3. 2. Simulation and Measurement of Body Absorption for 5G/6G Frequency Bands

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Maximilian Korac Dalenmark; Frida Skarf; [2021]
    Keywords : SAR; 5G; antennas; anechoic chamber; skin-like phantom; bio-heat equation;

    Abstract : For the future implementation of high speed communication,safety remains one of the main concerns. To ensurethe safety of new applications, specifically the new 5G antennas,it is crucial to know that they will not cause any harm to thehuman body. READ MORE