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Modelling Intensive Care Unit Length of Stay and Mortality Using Artificial Neural Networks

Föreställ dig att det går att förutse vistelsetid och överlevnad inom 30 dagar för en patient som läggs in på en intensivvårdsavdelning. Dessa mått kunnat bidra till en djupare förståelse för intensivvård. Dessutom hade dörrar öppnats för jämförelse av vårdavdelningar sinsemellan. I det här projektet har intagningsdata till intensivvårdsavdelningar, in- nehållande allt ifrån information om kroppstA large data set, consisting of 300 000 patients’ admission data to various intensive care units in Sweden, acquired from the Swedish Intensive Care Register, was used in this work. The aim was to enable accurate Length of Stay (LOS) and mortality within 30 days predictions by using feed-forward Artificial Neural Networks (ANNs). The LOS outcome was predicted as short versus long time stays, with

The Impact of Key Performance Indicators (KPIs) on Listed European Football Clubs

The purpose of this paper is to investigate and shed light on the critical success factors for investors, management and academia for listed European football clubs. This paper is the first of its kind in that it analyses the Key Performance Indicators and their respective impact on the stock price for 23 listed European football clubs. The quantitative methodology approach utilised the FGLS regre

Våld i samkönade relationer

ABSTRACT The domestic violence among lgbt - persons is a social problem and should be treated as such. Until now it has not been investigated as much as domestic violence amongst heterosexuals. This despite the fact that it is known that between 20 and 50 % (Alexander 2002) of homosexual couples have suffered from it. In other words it is as common as within heterosexual couples. The science and r

The Storage Location Assignment Problem An optimized simulated annealing algorithm - solving the storage location assignment problem with correlated batched orders

The main topic of this thesis is the storage location assignment problem, which can also be seen as a traveling salesman problem. The objective is to find the shortest path between items to be picked at a medium-sized warehouse. Orders come in batches consisting of items that will be assembled in-house. Therefore, it is essential to pick up all the items contained in the batch before they are drop

How are you? Feasibility of ecological momentary assessment of emotion processing in Swedish adolescents

Psykiatriska tillstånd och psykiska besvär är vanligt förekommande hos ungdomar och vid bedömning av psykisk ohälsa har företrädesvis retrospektiv självskattning använts, som innehåller mätfel så som recall bias. Ecological momentary assessment (EMA) är en relativt ny samling metoder som mäter människors upplevelser så som de inträffar i vardagen. EMA möjliggör reliabla och ekologiskt valida mätniMental health disorders are common in adolescence, and measures of mental health have typically relied on retrospective self-reports that are influenced by measurement errors, such as recall bias. Ecological momentary assessment (EMA) is a relatively new range of methods that assesses experiences as they occur in daily life. EMA enables reliable and ecologically valid measurement of emotions, thou

Branding in Trade Unions - case of Unionen

Trade Unions are finding it increasingly challenging to appeal to employees and all trade unions alike are encountering new challenges to attract and retain members. Additionally a more diversified and educated labor market is creating demands for trade unions to better meet individual needs. The purpose of this study was to explore and analyze the role of branding in Unionen, the largest white-co

I am the Captain Now An Investigation of Somali Piracy

What is the thread that connects all the various actors and events that contributed to the rise of piracy in Somalia? The paper addresses the evolution of Somali piracy, focusing on its emergence, since it is that transformational aspect that provides the most richly insightful perspectives. Working from Thomas, Kiser, and Casebeer’s Warlords Rising: Confronting Violent Non-State Actors, an excell

How does urban discharge affect a lake in a recreational area in central Sweden? : a comparison of metals in the sediments of three similar lakes

Tidigare undersökningar har visat att inflödet av metaller till Lillsjön är högre än utflödet. Detta ledde till att följande studie fokuserades på metallinnehållet i Lillsjöns bottensediment för att utvärdera om den urbana omgivningen påverkar Lillsjön i negativ bemärkelse. Lillsjön är en populär badsjö belägen i ett rekreationsområde nära centrala Östersund. I avrinningsområdet finns mestadels skMetal contamination of lakes can bring negative effects to aquatic biota, and to the general health of the ecosystem. Urban discharge is a known source of common metals. In cold regions, snow disposal sites further enhances the risk of contaminating recipient lakes, due to accumulation of pollutants. The importance of this source is poorly known and is further investigated in this study. Metal con

Life in the margin

In this thesis I examine pastoralists’ marginalization when it comes to land ownership in Tanzania, through a Minor Field Study based on interviews. The perception on pastoralism is since colonial times very negative and their way of living do not seem appropriate for the 21st century by the government. Pastoralists face a multitude of problems such as land alienation, degraded resources, conflict

Shadow detection for improved object tracking in surveillance cameras

Object tracking algorithms and motion triggered alarms are often dis- turbed by shadows. It is challenging to separate between moving objects and shadows since they have similar movement patterns and image prop- erties. In this thesis, three different approaches to detect shadows are developed and evaluated. The identified shadows determine what parts of the image not to track and what alarms to i

The Legitimacy and Efficiency Claims of Ecological Deliberative Democracy. A Case Study of the Municipality of Malmö.

This thesis illuminates the deliberative democratic ideal's claim for efficiency and legitimacy that is brought forward by Robyn Eckersley and John S. Dryzek as being an essential brick in the struggle for a societal development that is ecologically sustainable. The take off lies in the belief that the current liberal democracy is incapable of responding sufficiently to the ecological problems

Routine blood tests are associated with short term mortality and can improve emergency department triage : A cohort study of >12,000 patients

Background: Prioritization of acutely ill patients in the Emergency Department remains a challenge. We aimed to evaluate whether routine blood tests can predict mortality in unselected patients in an emergency department and to compare risk prediction with a formalized triage algorithm. Methods: A prospective observational cohort study of 12,661 consecutive admissions to the Emergency Department o

Impact of thrombus aspiration on mortality, stent thrombosis, and stroke in patients with ST-segment-elevation myocardial infarction : A report from the Swedish coronary angiography and angioplasty registry

Background--Thrombus aspiration is still being used in a substantial number of patients despite 2 large randomized clinical trials showing no favorable effect of routine thrombus aspiration during primary percutaneous coronary intervention in patients with STsegment- elevation myocardial infarction. The aim of this observational study was to evaluate the impact of thrombus aspiration on mortality,

Erythroid Culture Based on Differentiation of Progenitor Cells from Leftover Buffy Coats Produced in the Reveos Automated Blood Processing System

Background: Efforts to culture red blood cells (RBCs) for transfusion purposes are ongoing in numerous research laboratories worldwide. In addition, smaller-scale erythroid culture is one of many approaches toward better understanding of erythropoiesis, enucleation and RBC biology. Our center recently changed from traditional blood component separation to the Reveos(R) automated blood- processing

Search for top-squark pair production in final states with one lepton, jets, and missing transverse momentum using 36 fb−1 of √s=13 TeV pp collision data with the ATLAS detector

The results of a search for the direct pair production of top squarks, the supersymmetric partner of the top quark, in final states with one isolated electron or muon, several energetic jets, and missing transverse momentum are reported. The analysis also targets spin-0 mediator models, where the mediator decays into a pair of dark-matter particles and is produced in association with a pair of top

The most common diagnoses in primary care, and changes over time, in the total population of Stockholm, Sweden

Objective: Primary care is the base in many health care systems, and to identify the most registered diagnoses in primary care is a way to identify the overall health care use and needs in society. We estimated the rates of the 30 most common diagnoses in primary health care and their male to female ratio. Research design and methods: This was a study including inhabitants 18 years and older out o

Access of medication review for people living with dementia : An analysis of inequality using Swedish register data

INTRODUCTIONThis study examines medication reviews (MRs) among people living with dementia (PWD) in Sweden, focusing on frequency and factors influencing access.METHODSUsing nationwide register data, all diagnosed PWD from 2010 to 2016 were assessed for MR receipt in 2015 and/or 2016. The analysis guided by the Andersen healthcare utilization framework, considered predisposing, enabling, and need-

Galectin-3 Is Independently Associated With Short-Term Mortality and Identifies Low-Risk Patients With Acute Dyspnea in the Emergency Department: A Retrospective Cohort Study

Background: Dyspnea is a common and diagnostically challenging symptom in the emergency department (ED), particularly among older adults with multimorbidity. Traditional risk stratification tools often perform poorly in this population. Galectin-3 (Gal-3), a biomarker of inflammation and fibrosis, may reflect biological aging and resilience, potentially improving early mortality risk assessment.Ob