Essays about: "Mortality Prediction"

Showing result 1 - 5 of 22 essays containing the words Mortality Prediction.

  1. 1. Time-varying biomarkers modelling for potential prediction of long-term complications and mortality in patients with type 2 diabetes

    University essay from Uppsala universitet/Institutionen för farmaci

    Author : Chengli Yu; [2023]
    Keywords : ;

    Abstract : .... READ MORE

  3. 2. Evaluating a new hydraulic implementation in LPJ-GUESS for three sites in north Europe

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Carl Holmquist; [2023]
    Keywords : Physical Geography and Ecosystem analysis; LPJ-GUESS; drought; sensitivity analysis; evapotranspiration; gross primary production; hydraulic parameters; boreal forest.; Earth and Environmental Sciences;

    Abstract : Drought is projected to increase in frequency and intensity and impacts trees with increased water stress and increased mortality rate. Water stresses can cause hydraulic failure-related mortality or carbon starvation due to tree species having different strategies to deal with water stresses. READ MORE

  4. 3. Explaining Mortality Prediction With Logistic Regression

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

    Author : Alva Johansson Staaf; Victor Engdahl; [2022]
    Keywords : Machine Learning; Logistic Regression; Mortality Prediction; Explainability; MIMIC-III;

    Abstract : Explainability is a key component in building trust for computer calculated predictions when they are applied to areas with influence over individual people. This bachelor thesis project report focuses on the explanation regarding the decision making process of the machine learning method Logistic Regression when predicting mortality. READ MORE

  5. 4. Mortality Prediction in Intensive Care Units by Utilizing the MIMIC-IV Clinical Database

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

    Author : Raymond Wang; [2022]
    Keywords : Clinical Data Science; Mortality Prediction; MIMIC-IV; Machine Learning; NLP; ICU;

    Abstract : Machine learning has the potential of significantly improving daily operations in health care institutions but many persistent barriers are to be faced in order to ensure its wider acceptance. Among such obstacles are the accuracy and reliability. READ MORE

  6. 5. Predicting preterm birth with machine learning methods

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Zélie Isabelle E Dresse; [2022]
    Keywords : preterm birth; prediction; machine learning; race; Business and Economics;

    Abstract : Preterm birth is a leading cause for birth complications and neonatal mortality in the world. It remains difficult to predict whether a preterm birth will occur, which hinders the possible use of prevention treatments. This thesis investigates the use of machine learning models in the prediction of spontaneous preterm birth. READ MORE