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Showing result 1 - 5 of 286 essays matching the above criteria.

  1. 1. Predicting True Sepsis and Culture-positive Sepsis in Intensive Care Unit with Machine Learning Techniques

    University essay from Lunds universitet/Matematisk statistik

    Author : Zeyuan Wu; [2024]
    Keywords : Machine Learning; Diagnosis of Sepsis; XGBoost; Logistic Regression; Mathematics and Statistics;

    Abstract : Sepsis, a serious medical condition often leading to patients requiring intensive care, has prompted numerous scientists to employ mathematical techniques to aid in its diagnosis. This thesis uses logistic regression and a machine learning technique, XGBoost, to predict true sepsis (as opposed to sepsis mimics) and culture-positive sepsis (among true sepsis) in critical care using blood test results, physiological measurements and other patient characteristics. READ MORE

  3. 2. 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

  4. 3. Predicting Counter-Strike Matches using Machine Learning Models

    University essay from Lunds universitet/Statistiska institutionen

    Author : Erik Broms; William Nordansjö; [2024]
    Keywords : Mathematics and Statistics;

    Abstract : Sports betting is a widespread industry where predictive modeling play a big role. The goal of this thesis is to explore the possibilities of machine learning within the realm of e-sport prediction. The data used for this thesis is publicly available data was recorded over a three year period. READ MORE

  5. 4. Factors Affecting Employment Duration in the Food Retail Industry

    University essay from KTH/Matematisk statistik

    Author : Beata Sundling; Lova Höft; [2023]
    Keywords : statistics; applied mathematics; regression analysis; multiple linear regression; employment duration; employment turnover rate; food retail industry; statistik; tillämpad matematik; regressionsanalys; multipel linjär regression; anställningens varaktighet; personalomsättningshastighet; dagligvaruhandeln;

    Abstract : Measuring and tracking the employee turnover rate is a crucial part when evaluating a company’s performance. An important part of this is measuring the employment duration within an organization. READ MORE

  6. 5. To Activate, Expose and Elicit thinking : a three step journey Teacher actions and student thinking in 18 Swedish mathematics classrooms in upper secondary

    University essay from KTH/Lärande

    Author : Carina Bark; [2023]
    Keywords : mathematical thinking; classroom observations; thinking progression; higher order thinking skills; HOTS; mathematics education; upper secondary; matematiskt tänkande; klassrumsobservationer; högre ordningens tänkande; tänkande-progression; HOTS; matematikundervisning; gymnasium;

    Abstract : Today’s research, as well as current Swedish governance documents, stress the high importance of developing students’ abstract, individual and critical thinking in mathematics education. The needs for such quality thinking however stand in stark contrast to the ‘traditional mathematics education’, which cannot be expected to develop such thinking. READ MORE