Essays about: "Point-of-care ultrasound"

Found 4 essays containing the words Point-of-care ultrasound.

  1. 1. Uncertainty Quantification in Deep Learning for Breast Cancer Classification in Point-of-Care Ultrasound Imaging

    University essay from Lunds universitet/Matematik LTH

    Author : Marisa Wodrich; [2024]
    Keywords : Uncertainty quantification; Deep learning; Breast cancer classification; Trustworthy AI; Point-of-care ultrasound; Mathematics and Statistics;

    Abstract : Breast cancer is the most common type of cancer worldwide with an estimate of 2.3 million new cases in 2020, and the number one cause of cancer-related deaths in women. READ MORE

  2. 2. Automated Interpretation of Lung Ultrasound for COVID-19 and Tuberculosis diagnosis

    University essay from Lunds universitet/Matematik LTH

    Author : Chloé Soormally; [2023]
    Keywords : Tuberculosis; COVID-19; Lung Ultrasound; Computer-aided detection CAD ; Deep learning; Technology and Engineering;

    Abstract : BACKGROUND. Early and accurate detection of infectious respiratory diseases like COVID-19 and tuberculosis (TB) plays a crucial role in effective management and the reduction of preventable mortality. READ MORE

  3. 3. Detection of Breast Cancer in Pocket Ultrasound Images Using Deep Learning

    University essay from Lunds universitet/Matematik LTH

    Author : Freja Sahlin; [2022]
    Keywords : breast cancer; point-of-care ultrasound; medical image analysis; convolutional neural networks; transfer learning; Medicine and Health Sciences; Technology and Engineering; Mathematics and Statistics;

    Abstract : Breast cancer is the most frequently diagnosed form of cancer worldwide. 2 260 000 people were diagnosed with breast cancer year 2020, and 685 000 people deceased from it. In low income countries, breast cancer is commonly detected at a later stage when it is harder to treat, thus entailing a higher mortality rate. READ MORE

  4. 4. Machine Learning Algorithm for Classification of Breast Ultrasound Images

    University essay from Lunds universitet/Matematik LTH

    Author : Jennie Karlsson; Jennifer Ramkull; [2021]
    Keywords : Technology and Engineering;

    Abstract : Breast cancer is the most common type of cancer worldwide and the incidence is increasing. Women in low- and middle-income countries have a high mortality to incidence ratio mainly due to a lack of resources and organized health-care. READ MORE