Essays about: "MIMIC-IV"

Found 3 essays containing the word MIMIC-IV.

  1. 1. ASSESSING PREDICTION CONDITIONS ANDSEQUENTIAL CLASSIFICATION IN ICU SEPSISPREDICTION

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Petter Lind; [2023]
    Keywords : Sepsis Prediction; Sequential Prediction; Conditional Predictions; XGBoost;

    Abstract : Patients admitted to intensive care units (ICUs) often have a higher risk of sepsis due to weakened immune systems. Early sepsis diagnosis is crucial for timely treatment, emphasizing the need to improve the predictive capabilities of sepsis prediction models. READ MORE

  3. 2. Towards Causal Discovery on EHR data : Evaluation of current Causal Discovery methods on the MIMIC-IV data set

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

    Author : Pontus Olausson; [2022]
    Keywords : Causal Discovery; Time-Series; MIMIC-IV; EHR; Kasual Upptäckt; Tidsserier; MIMIC-IV; elektroniska patientjournaler;

    Abstract : Causal discovery is the problem of learning causal relationships between variables from a set of data. One interesting area of use for causal discovery is the health care domain, where application could help facilitate a better understanding of disease and treatment mechanisms. READ MORE

  4. 3. 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