Blar i Master's theses (RealTek) på emneord "Machine learning"
Viser treff 1-10 av 10
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Deep learning for automatic delineation of tumours from PET/CT images
(Master thesis, 2019)Purpose: The delineation of tumours and malignant lymph nodes in medical images is an essential part of radiotherapy. However, it is both time-consuming and prone to inter-observer variability. Automating this process is ... -
Deep learning for automatic tumor delineation of anal cancer based on MRI, PET and CT images
(Master thesis, 2019)Presis inntegning av tumorer ansees som det svakeste leddet og den største kilden til usikkerhet ved planlegging av strålebehandling. Formålet med denne avhandlingen er å utforske mulighetene for automatisk inntegning av ... -
Environmental sound classification on microcontrollers using Convolutional Neural Networks
(Master thesis, 2019)Noise is a growing problem in urban areas, and according to the WHO is the second environmental cause of health problems in Europe. Noise monitoring using Wireless Sensor Networks are being applied in order to understand ... -
Identification of biomarkers from Radiomics of brain scans for prediction of major depression using Repeated Elastic Net Technique
(Master thesis, 2022)The application of machine learning in the field of medicine is expanding on an almost daily basis. Data from the healthcare industry typically have high dimensionality but a limited sample size. The learning process can ... -
Predicting fault events in the Norwegian electrical power system using deep learning : a sequential approach
(Master thesis, 2019)The demand for energy is steadily increasing. The global community is working towards a society supplied by clean energy from renewable sources. This leads to new requirements for the electrical power system. To solve the ... -
Predictive maintenance for fouling in a plate heat exchanger
(Master thesis, 2019)Heat exchangers are very common in industrial processes, such as waste heat recovery and the food and chemical industry as well as in daily life like air-conditioning. One of the major hurdles in the performance, process, ... -
Predictive maintenance in hydropower plants : a case study of valves and servomotors
(Master thesis, 2022)Digitalization has opened the opportunity for a fourth industrial revolution and the hydropower industry is taking charge of enabling digitalization in their operation. There are a lot of studies on predictive maintenance, ... -
Prediksjon av behandlingsutfall for hode- og halskreft ved bruk av radiomics av PET/CT-bilder
(Master thesis, 2018)Radiomics er konverteringen av digitale bilder til høydimensjonale data, og har oppstått på bakgrunn av konseptet om at medisinske bilder inneholder informasjon om en sykdom eller skade som kommer til syne ved bruk av ... -
Radiomics using MR brain scans and RENT for identifying patients receiving ADHD treatment
(Master thesis, 2021)The core purpose of this thesis was to investigate whether the methylphenidate-based (MPH) treatment of male children patients having attention-deficit/hyperactivity disorder (ADHD) led to changes to five subcortical brain ... -
Searching for biomarkers of disease-free survival in head and neck cancers using PET/CT radiomics
(Master thesis, 2019)The goals of this thesis were to (1) study methodologies for radiomics data analysis, and (2) apply such methods to identify biomarkers of disease-free survival in head and neck cancers. Procedures for radiomics feature ...