Essays about: "thesis in patients database"

Showing result 1 - 5 of 24 essays containing the words thesis in patients database.

  1. 1. Early Detection and Differentiation of Circulatory Shock in the Intensive Care Unit using Machine Learning

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Therese Lindberg; [2022]
    Keywords : machine learning; prediction; circulatory shock; intensive care unit; ICU;

    Abstract : In the intensive care unit, patients with crucial, life-threatening conditions are admitted and need constant monitoring. Here, the need for a quick and efficient decision support tool is the greatest. READ MORE

  2. 2. Biologically informed neural network for subphenotype classification in septic AKI

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Erik Hartman; [2022]
    Keywords : Machine learning; neural networks; proteomics; sepsis; AKI; Technology and Engineering;

    Abstract : Sepsis is a life threatening condition where the body’s reaction to an infection results in a dysregulated immune response - ultimately causing damage to tissues and organs. The syndrome is diverse, both in underlying biology, disease manifestation and severity, and is therefore divided into endotypes and further into subphenotypes. READ MORE

  3. 3. Implementation of healthcare web service and its integration into Outlook

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

    Author : Chee Hoe Oh; Ludvig Larsson; [2022]
    Keywords : Office add-in; Fullstack Application; NoSQL; API Authorization Methods; Office add-in; Fullstack Applikation; NoSQL; Metoder för API Auktorisering;

    Abstract : The healthcare sector is still using paper transcripts for daily tasks that could very well be managed with digital solutions. One of the areas that can utilize digitization are health evaluation forms that patients fill out. This thesis addresses the implementation och the integration of a healthcare service. READ MORE

  4. 4. Machine Learning for Early Prediction of Pneumothorax in the Intensive Care Unit

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Emma Malm; [2022]
    Keywords : machine learning; deep learning; pneumothorax; intensive care unit; onset prediction;

    Abstract : By taking advantage of the increasing amount of available electronic health data, applications of machine learning in the intensive care unit have the potential to improve medical diagnostics and risk stratification. This thesis proposes an approach for early onset prediction of pneumothorax with such technique, using time series data extracted from a clinical database. READ MORE

  5. 5. Practice variation in sepsis management in the eICU database

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Nils Nordmark; Patrick Royer; [2021-12-17]
    Keywords : sepsis; calibration; practice variation; importance sampling; multiple imputation;

    Abstract : Sepsis is a life-threatening syndrome triggered by an infection. Despite international guidelines, sepsis management varies between sites. This unwanted practice variation may affect negatively the quality of care but enables theoretically retrospective studies for finding optimal treatment strategies. READ MORE