Blar i Bergen Open Research Archive på tittel
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Predicting Loss of Inference Accuracy in Bounded Tree-Width Bayesian Networks
(Master thesis, 2019-09-04)A Bayesian network (BN) is a compact way to represent a joint probability distribution graphically. The BN consists of a structure in the form of a directed acyclic graph (DAG) and a set of parameters. The nodes of the DAG ... -
Predicting next day’s production in run-of-river hydropower plants using machine learning
(Master thesis, 2023-06-01)This master thesis focuses on time series forecasting using machine learning to predict hourly production in run-of-river hydropower plants. As electrical energy cannot be easily stored, it must be produced and consumed ... -
Predicting outcome in frozen shoulder (shoulder capsulitis) in presence of comorbidity as measured with subjective health complaints and neuroticism
(Peer reviewed; Journal article, 2017-09-02)Background: There is a substantive lack of knowledge about comorbidity in patients with frozen shoulder. The aim of this study was to investigate whether subjective health complaints and Neuroticism would predict treatment ... -
Predicting outcomes in patients with perforated gastroduodenal ulcers: artificial neural network modelling indicates a highly complex disease
(Peer reviewed; Journal article, 2014-06-14)Purpose Mortality prediction models for patients with perforated peptic ulcer (PPU) have not yielded consistent or highly accurate results. Given the complex nature of this disease, which has many non-linear associations ... -
Predicting physical activity in a national cohort of children born extremely preterm
(Journal article; Peer reviewed, 2020)Predicting physical activity in a national cohort of children born extremely preterm. Objectives: To compare physical activity among school-aged children born extremely preterm or with extremely low birthweight (EP/ELBW) ... -
Predicting preeclampsia from a history of preterm birth
(Peer reviewed; Journal article, 2017-07-24)Objective: To assess whether women with a history of preterm birth, independent on the presence of prelabour rupture of the membranes (PROM) and growth deviation of the newborn, are more likely to develop preeclampsia with ... -
Predicting Primary and Secondary Abstinence Among Adolescent Boys and Girls in the Western Cape, South Africa
(Peer reviewed; Journal article, 2017-05)Two of the most effective health behaviours with regard to HIV prevention are condom use and sexual abstinence. While determinants of condom use among sub-Saharan African adolescents have been studied extensively, factors ... -
Predicting Species and Structural Diversity of Temperate Forests with Satellite Remote Sensing and Deep Learning
(Journal article; Peer reviewed, 2022)Anthropogenically-driven climate change, land-use changes, and related biodiversity losses are threatening the capability of forests to provide a variety of valuable ecosystem services. The magnitude and diversity of these ... -
Predicting the legal status of recreational marijuana in U.S. states
(Master thesis, 2022-06-22)Following decades of a war on drugs in the United States and the demonization of marijuana, a wave of recreational legalization began in 2012 with Washington state and Colorado. Recreational marijuana legalization is a ... -
Predicting the Skin Sensitization Potential of Small Molecules with Machine Learning Models Trained on Biologically Meaningful Descriptors
(Journal article; Peer reviewed, 2021)In recent years, a number of machine learning models for the prediction of the skin sensitization potential of small organic molecules have been reported and become available. These models generally perform well within ... -
Predicting the Unpredictable - Harder than Expected
(Journal article; Peer reviewed, 2020)Introduction: An earthquake is a hazard that may cause urgent needs requiring international assistance. To ensure rapid funding for such needs-based humanitarian assistance, swift decisions are needed. However, data to ... -
Predicting the use of antibiotics after initial symptomatic treatment of an uncomplicated urinary tract infection: Analyses performed after a randomised controlled trial
(Journal article; Peer reviewed, 2020)Objective To predict antibiotic use after initial treatment with ibuprofen using data from a randomised controlled trial comparing ibuprofen to pivmecillinam in the treatment of women with symptoms of an uncomplicated ... -
Predicting total knee arthroplasty from ultrasonography using machine learning
(Journal article, 2022)Objective To investigate the value of ultrasonographic data in predicting total knee replacement (TKR). Design Data from the Musculoskeletal Pain in Ullensaker study (MUST) was linked to the Norwegian Arthroplasty ... -
Predicting Treatment Outcomes in Guided Internet-Delivered Therapy for Anxiety Disorders—The Role of Treatment Self-Efficacy
(Journal article; Peer reviewed, 2021)Aim: Guided Internet-delivered therapy has shown to be an effective treatment format for anxiety disorders. However, not all patients experience improvement, and although predictors of treatment outcome have been identified, ... -
Predicting undernutrition at age 2 years with early attained weight and length compared with weight and length velocity
(Peer reviewed; Journal article, 2017)Objective: To estimate the abilities of weight and length velocities vs attained growth measures to predict stunting, wasting, and underweight at age 2 years. Study design: We analyzed data from a community-based cohort ... -
Prediction and analysis of protein structure
(Doctoral thesis, 2010-04-19)This thesis, which contains an introduction and four manuscripts, summarises my efforts during my the past four years to understand proteins, their structure and dynamics. The first manuscript presents a protocol that ... -
Prediction of adverse perinatal outcome of small-forgestational- age pregnancy using size centiles and conditional growth centiles
(Peer reviewed; Journal article, 2016-08)Objective: To test whether adding conditional growth centiles to size centiles of estimated fetal weight (EFW) improves prediction of adverse perinatal outcome in pregnancies with or at risk of having a small-for-gestational-age ... -
Prediction of CpG-island function: CpG clustering vs. sliding-window methods
(Peer reviewed; Journal article, 2010-05-26)Background Unmethylated stretches of CpG dinucleotides (CpG islands) are an outstanding property of mammal genomes. Conventionally, these regions are detected by sliding window approaches using %G + C, CpG observed/expected ... -
Prediction of Harmful Algae Blooms Impacting Shellfish Farms in Norway
(Doctoral thesis, 2023-11-30)Skadelig algeoppblomstring (HAB) forårsaker alvorlig skade på økosystemet og menneskers helse, samt økonomiske konsekvenser for skalldyr og oppdrettsanlegg. Utviklingen av HABs prediksjonsmodeller har blitt økenende populart ... -
Prediction of Hyper-Congestion in Transport Systems
(Master thesis, 2022-12-01)