Essays about: "thesis for network planning"

Showing result 1 - 5 of 171 essays containing the words thesis for network planning.

  1. 1. Learning Phantom Dose Distribution using Regression Artificial Neural Networks

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Mattias Åkesson; [2019]
    Keywords : machine learning; artificial neural network; convolutional neural network; quality assurance; radiation therapy;

    Abstract : Before a radiation treatment on a cancer patient can get accomplished the treatment planning system (TPS) needs to undergo a quality assurance (QA). The QA consists of a pre-treatment (PT-QA) on a synthetic phantom body. READ MORE

  2. 2. Comparing machine learning methods for classification and generation of footprints of buildings from aerial imagery

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Joakim Jerkenhag; [2019]
    Keywords : Machine Learning; Computer Vision; Region Convolutional Neural Network; Geographical Data; Aerial Imagery;

    Abstract : The up to date mapping data is of great importance in social services and disaster relief as well as in city planning. The vast amounts of data and the constant increase of geographical changes lead to large loads of continuous manual analysis. READ MORE

  3. 3. Deep Learning-Based Automated Segmentation and Detection of Chondral Lesions on the Distal Femur

    University essay from KTH/Fysik

    Author : Josefin Lindemalm Karlsson; [2019]
    Keywords : Deep Learning; Machine Learning; automated segmentation; MRI; chondral lesions; articular cartilage; Deep Learning; Maskininlärning; automatiserad segmentering; MRI; broskskador; ledbrosk;

    Abstract : Articular chondral lesions in the knee joint can be diagnosed at an early stage using MRI. Segmenting and visualizing lesions and the overall joint structure allows improved communication between the radiologist and referring physician. It can also be of help when determining diagnosis or conducting surgical planning. READ MORE

  4. 4. Optimizing Bike Sharing System Flows using Graph Mining, Convolutional and Recurrent Neural Networks

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

    Author : Davor Ljubenkov; [2019]
    Keywords : Data Science; Data Visualization; Bike-Sharing Systems; Graph Mining; Time Series Prediction; Machine Learning; Deep Learning; Recurrent Neural networks; Convolutional Neural Networks; Shareable Cities; Urban Informatics;

    Abstract : A Bicycle-sharing system (BSS) is a popular service scheme deployed in cities of different sizes around the world. Although docked bike systems are its most popular model used, it still experiences a number of weaknesses that could be optimized by investigating bike sharing network properties and evolution of obtained patterns. READ MORE

  5. 5. Machine learning and augmented data for automated treatment planning in complex external beam radiation therapy

    University essay from Högskolan i Gävle/Avdelningen för elektronik, matematik och naturvetenskap

    Author : Michael Lempart; [2019]
    Keywords : Machine Learning; Deep Learning; Data Augmentation; Treatment Planning; External Beam Radiation Therapy;

    Abstract : External beam radiation therapy is currently one of the most commonly used modalities for treating cancer. With the rise of new technologies and increasing computational power, machine learning, deep learning and artificial intelligence applications used for classification and regression problems have begun to find their way into the field of radiation oncology. READ MORE