Essays about: "ICD"

Showing result 1 - 5 of 24 essays containing the word ICD.

  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

  3. 2. 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

  4. 3. Time Weighted Schedular

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Neha Shivashankar Prasad; [2022]
    Keywords : ;

    Abstract : The In-Car Digital (ICD) department is developing Infotainment solutions for Volvo Cars R&D. The current, award-winning, Infotainment solution is a complex setup with multiple ECUs (Electronic Control Units). The ICD section is utilizing HIL (Hardware in the loop) environments for Infotainment domain-level testing. READ MORE

  5. 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

  6. 5. Development of Software Library for Open Source GNSS Receiver with Focus on Physical Layer Signal Processing

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Vitalijs Kudrins; [2021]
    Keywords : GNSS; GPS; Galileo; GNSS Signal; Rust library; Engelska; English;

    Abstract : In order to directly interface with signal broadcast by global navigation satellite systems (GNSS) – such as GPS or Galileo – for the purpose of calculating location, a potential user is required to extract great amount of information from interface control documents (ICD) as well as build custom software tools to process this information. This is time consuming and inefficient. READ MORE