Essays about: "Neonatal Care Unit"

Showing result 1 - 5 of 14 essays containing the words Neonatal Care Unit.

  1. 1. Does coaching increase workengagement? : The effect of a workplace interventionin a neonatal care unit

    University essay from Mittuniversitetet/Institutionen för hälsovetenskaper (HOV)

    Author : Johan Wärn; [2023]
    Keywords : ;

    Abstract : .... READ MORE

  3. 2. Neonatal Sepsis Detection With Random Forest Classification for Heavily Imbalanced Data

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

    Author : Ayman Osman Abubaker; [2022]
    Keywords : Random Forest; Neonatal Sepsis; Imbalanced Classification; Cost-sensitive; SMOTE; ADASYN; CNN; Tomek- Links;

    Abstract : Neonatal sepsis is associated with most cases ofmortality in the neonatal intensive care unit. Major challengesin detecting sepsis using suitable biomarkers has lead people tolook for alternative approaches in the form of Machine Learningtechniques. READ MORE

  4. 3. Sequential Deep Learning Models for Neonatal Sepsis Detection : A suitability assessment of deep learning models for event detection in physiological data

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

    Author : Henrik Alex Siren; [2022]
    Keywords : Neonatal sepsis; Deep learning; Recurrent models; Convolutional models; Physiological data; Neonatal sepsis; Djupinlärning; RNN-modeller; CNN-modeller; Fysiologisk data;

    Abstract : Sepsis is a life-threatening condition that neonatal patients are especially susceptible to. Fortunately, improved bedside monitoring has enabled the collection and use of continuous vital signs data for the purpose of detecting conditions such as sepsis. READ MORE

  5. 4. A Deep Learning Approach to Predicting the Length of Stay of Newborns in the Neonatal Intensive Care Unit

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

    Author : Bas Theodoor Straathof; [2020]
    Keywords : Deep Neural Networks; Electronic Health Records; Length-of-Stay Prediction; Multivariate Time Series Classification; Djupa Neurala Nätverk; Elektroniska Hälsoregister; Klassificering av Multivariat Tidsserie; Förutsägelse av Vistelsetid;

    Abstract : Recent advancements in machine learning and the widespread adoption of electronic healthrecords have enabled breakthroughs for several predictive modelling tasks in health care. One such task that has seen considerable improvements brought by deep neural networks is length of stay (LOS) prediction, in which research has mainly focused on adult patients in the intensive care unit. READ MORE

  6. 5. Nurse's experience of caring infants in neonatal intensive care unit - A descriptive review

    University essay from Högskolan i Gävle/Avdelningen för vårdvetenskap

    Author : Gu Yufei; Xiong Shuyan; [2020]
    Keywords : ;

    Abstract : .... READ MORE