Essays about: "region-based"

Showing result 1 - 5 of 33 essays containing the word region-based.

1. 1. Leveraging CNN for Automated Peak Picking in Untargeted Metabolomics without Parameter Dependencies

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Vivian Wang; Lidia Yalew; [2023-10-19]
   Keywords : Deep learning; Convolutional neural network; LC-MS; Peak Detection; Metabolomics; Faster R-CNN;

   Abstract : Metabolomics is a scientific discipline that involves the thorough analysis of small molecules, known as metabolites, found within a biological system. Furthermore, liquid chromatography-mass spectrometry (LC-MS) is a commonly used analytical technique in metabolomics for analysing biological samples due to its broad coverage of the measurable metabolome. READ MORE

3. 2. Reliable Detection of Water Areas in Multispectral Drone Imagery : A faster region-based CNN model for accurately identifying the location of small-scale standing water bodies

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

   Author : Shengyao Shangguan; [2023]
   Keywords : Water Detection; Faster region-based convolutional neural networks; Multiple images; Convolutional neural networks; Random Forest; Vattendetektering; Snabbare regionbaserade konvolutionella neurala nätverk; Flera bilder; Konvolutionella neurala nätverk; Random Forest;

   Abstract : Dengue and Zika are two arboviral viruses that affect a significant portion of the world population. The principal vector species of both viruses are Aedes aegypti and Aedes albopictus mosquitoes. They breed in very slow flowing or standing pools of water. READ MORE

4. 3. Renewable Energy and Sweden : An overview of how different regions in Sweden work towards an increase in implementation of renewable energy.

   University essay from Mälardalens universitet/Akademin för ekonomi, samhälle och teknik

   Author : Joel Espling; Alfred Sjölander; [2023]
   Keywords : renewable energy; solar power; wind power; Sweden; interview study; modelling of solar and wind potential; future energy systems;

   Abstract : The goal of achieving carbon neutrality for year 2045 puts Sweden on a road towards further implementation of renewable energy into their energy system. The goal of this degree project is to investigate how the implementation of renewable energy in Sweden is worked towards on a regional level but also to explore how this expansion might look for the Norra Småland Region. READ MORE

5. 4. Region-based analysis of magnetic resonance brain images: integrating statistical analysis and visualization

   University essay from

   Author : Yu-Ping Hsu; [2022-04-05]
   Keywords : Medical physics; Neuroimage; Brain segmentation; Statistical analysis; Visualization;

   Abstract : Purpose: The purpose of the project was to develop a processing toolchain that takes MR brain images and their anatomical segmentations as input and produces image visualizations, data visualizations, and statistical analyses in a unified manner for the users who work with neuroimaging and quantitative brain anatomy, including pathological anatomy. A secondary aim was to package and release the software publicly as open source. READ MORE

6. 5. Illustrative Mapping of Migration Campaigns in the Southern European Region during the COVID-19 Pandemic : A comparative approach

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

   Author : Manuele Micheloni; [2022]
   Keywords : Digital Migration; Migration; Southern Europe; Data Visualization; Digital Campaign; COVID 19; Policy Development; Public Fundings; Migration Narratives; Digital Migration; Migration; Södra Europa; Datavisualisering; Digitalkampanj; COVID 19; Policyutveckling; Offentlig Finansiering; Migrationsnarrativ;

   Abstract : Within the contemporary migration field, from a theoretic point of view, the communication aspect of it has been identified as an emerging priority, as its impact can affect both the public opinion and policymaking itself. In order to identify trends portraying migration narratives, as ways of representing the migration phenomena in a set historiographical context, a dataset comprehending migration-related campaigns has been developed during the timeframe 2009 - 2018. READ MORE