Master's theses
Master's theses completed at NBE by year (most recent first).
2023
- Plethysmographic waveform-based dynamic preload indices in predicting fluid responsiveness
- Real-time closed-loop TMS–EEG pipeline
- Targeting of transcranial magnetic stimulation with multidimensional Bayesian optimization
- Mutual information and Pearson correlation on M/EEG time series
- Hydrogel-based active plasmonics
- Planning a change to an EU medical device regulation certified transcranial magnetic stimulation device
- Unsupervised representation learning visualization for brain activity dynamics in REM-sleep
- Feasibility of EEG phase-triggered closed-loop TMS–EEG–MRI experiments
- Chiral colorimetric sensing of cardiovascular biomarker with smart plasmonic DNA nanoswitches
- Real-time electroencephalography-based spike detection for suppression of epileptogenic activity with transcranial magnetic stimulation
- Designing and building mTMS transducers for bihemispheric brain stimulation
- Processing noise and artifacts in capnography
- Development and comparison of EEG analysis pipelines for diagnosis of mild traumatic brain injuries
- Cortical activation in patients with alcohol use disorder during cue-reactivity task and C-tactile skin stimulation: An ERP study
- Resting-state functional connectivity changes over the healthy adult lifespan
- Modelling the effects of transcranial magnetic stimulation on a network of cortical neurons with realistic morphology and synaptic connections
- Deep learning text-to-speech synthesis with Flowtron and WaveGlow
- Localising the social brain with fMRI in relation to different types of love
- Automated solutions in chemical quality control
- Palette view synthesis - novel view synthesis using diffusion probabilistic modelling
- Phenotype and outcome prediction of depression patients using digital twins
- Development of speech artefact removal process: application in magnetoencephalography data
- fMRI study on the effect of anxiety on emotional processing and sleep
- Evaluating ultrasound-induced effects on cell morphometry on ultrasound-enhanced fine-needle aspiration biopsy from bovine liver
2022
- Application of linear machine learning methods for the diagnosis of mild traumatic brain injuries
- On-line monitoring of plant cell cultures using isotopes
- Unravelling somatosensory connectivity with peripheral and central stimulation
- Interactions of mechanical waves and superhydrophobic coatings
- Spatiotemporal analysis of simultaneous event-related magnetoencephalography and high-density diffuse optical tomography data
- Measurement and characterisation of human visual gamma-band responses with on-scalp magnetoencephalography
- Quality of sleep and emotion regulation
- Moderating implicit neural prejudice for vaccine hesitancy
- Capturing individual variation in children's oscillatory brain activity during nREM sleep
- Exercise stress test QT interval in the diagnosis of coronary artery disease
- Analysis of the effects of cholinergic treatment on event-related brain activity in patients with Alzheimer’s disease
- Multi-modal approach for classifying ECG-based ventricular tachycardia detections
- Utilizing computer-aided design for modeling and documenting the cabling of 5-channel mTMS prototype
- User interface development and test automation in microplate controller software
- Online source analysis for guiding TMS–EEG measurements
- Improving EMG tolerance of EEG-based depth of anesthesia monitoring
- Measuring mechanical properties of extracellular matrix altered by fibroblasts
- Increment and decrement detection at the sensitivity limit of vision
- Dynamical neuromodulation with pulse waveforms in a brain circuit model
- Unraveling dynamics of brain activation in ADHD children with a novel open-ended virtual reality task
- Improving the modularity and operation of multi-locus transcranial magnetic stimulation devices
2021
- Investigating the impact of music and other auditory stimuli in advertising using EEG
- Using deep learning to predict continuous hand kinematics from magnetoencephalographic (MEG) measurements of electromagnetic brain activity
- Inter-subject correlation during natural viewing with on-scalp MEG
- Identification of potential clinical use of MEG in oncology treatment planning and follow-up
- Cortical fingerprinting with MEG power spectra and functional connectivity
- Activity recognition of hospital patients for wearable noninvasive blood pressure monitoring
- End-tidal carbon dioxide (ETCO2) monitoring for infants: An exploratory study of effectiveness and sensitivity
- Improving MEG source estimation with joint analysis of multiple subjects
- Detecting mild traumatic brain injury from MEG data using normative modelling and machine learning
- Pre-stimulus neuronal phase correlates of conscious visual perception in threshold stimuli detection tasks
- The visualization of the subthalamic nucleus with quantitative susceptibility mapping
- Corticocortical modulation of motor responses with multi-locus transcranial magnetic stimulation
- Detuning of quadrature body coil without detune boards in MR-linac system
- Effects of cognitive training in neuronal synchrony - EEG resting state analysis
- Improving verification of a software product for 3D medical image analytics
- Implementation of a Notified Body function as a new business arm to a medical device consulting company
- Robotics integration for a multi-locus transcranial magnetic stimulation (mTMS) system
- Magnetic resonance encephalography: Performance and quality assurance of five MRI scanners
- Comparison of landscape categorization behaviour of humans and artificial neural networks
- Social network analysis in matrix organization
2020
- 3D geometric correction in 2D multi-slice acquired MR images used in radiation therapy planning
- Regulation and implementation of usability engineering for medical device
- Measuring corneal thickness during rebound tonometry
- Compatibility and safety testing of submodules for a novel fMRI-compatible mTMS device
- Optimization of mouse brain-derived exosome isolation method and a study of exosomal roles in the pathological propagation of alpha-synuclein
- Toward electrical actuation of DNA origami-based nanostructures
- Ultrasonic tactile sensation system: development and validation
- Clinical evaluation of a proof-of-concept transcranial magnetic stimulation system under the Medical Device Regulation
- Behavioral and physiological correlates of empathy and empathic accuracy in human-centered design
- Creating a normative database of resting-state brain activity from a large number of MEG recordings
- Relief-based feature evaluation and selection for hyperscanning MEG
- A method to measure cell-generated forces in 3D cancer-cell cultures
- Effect of concurrent natural auditory environment on semantic speech processing: an MEG study
- Improving wearable non-invasive blood pressure measurement using activity classification
- Ultrasound needle with modified surface structure
- Functional cortical networks of early preterm infants and their relationship to neurological performance
2019
- Co-Culture System Development for Endothelial Cells and Cardiomyocytes
- Large-scale brain networks using MEG: pipeline and application to real data
- RSA-based fusion of ultrafast fMRI and M/EEG responses to an auditory narrative
- Generating head models for diffuse optical tomography of the child brain
- Dual-Energy Computed Tomography in Radiation Treatment Planning
- Characterizing simultaneous multi-slice imaging with multifocal visual stimulation
- Item-level decodability of semantic representations in the brain between individuals
- Cortical finger representations to tactile and proprioceptive stimulation in MEG
- A Compact Device for Ultrasound-Enhanced Biopsy
- Design, assembly and characterization of highly curved DNA origami structures
- Brain correlates of semantic representations during narrative comprehension
- Retinal Pigment Epithelium Heating Treatment for Age-Related Macular Degeneration
- Dynamical cancellation of eddy-current transients in ULF-MRI applications
- Study on Modelling Human Behavior in Cooperative Games
- Utilization of a single-photon gun to measure single-photon responses in retinal rods
- Autoencoding sensory substitution
- Effects of fentanyl on the cortical activity of neonates
- Neuronal cell signal analysis: spike detection algorithm development for microelectrode array recordings
- Assessing the value of a priori information in solving the MEG inverse problem
- Silicon photomultiplier based continuous-wave functional near-infrared spectroscopy module with multi-distance measurements
2018
- Shim coil design for human brain magnetic resonance imaging using the stream function method
- The importance of clear communication in work life
- Including head movement in magnetoencephalographic source estimation
- A device for controlled heating of mouse retinal pigment epithelium
- Activity in somatosensory cortices during stroke recovery
- Quality assurance and patient dose monitoring methods in computed tomography
- Measurement of the respiratory airflow using mechanical signals
- Engineering a multi-electrode patch clamp system: A novel tool to quantify retinal circuits
- Detecting fatigue from nocturnal heart rate variability
- Anatomical segmentation of CT images for radiation therapy planning using deep learning
- Waveform control for transcranial magnetic stimulation
- Measuring the integration of sensorimotor information during hand movement
- Software implementation for temperature-controlled retinal pigment epithelium heating device
- Optimization of pulse oximeter performance and accuracy in ambulatory monitoring
- Integrating automated medical image analysis tools into the clinical routine
- Similarity of word associations studied with latent semantic analysis to reveal intergroup social bias
2017
- Phase and amplitude correlations in the newborn EEG
- Applying neural networks for improving the MEG inverse solution
- Superconducting prepolarization coil for ultra-low-field MRI
- Semantically congruent visual stimuli in the improvement of auditory memory in older adults
- Optimization of proprioceptive stimulation for echo-planar and inverse magnetic resonance imaging
- Feasibility of magnetic resonance imaging-based radiation therapy for brain tumour treatment
- Eye movements during judgements of relative distance and size from images of indoor spaces
- Representational similarity analysis with multiple models and cross-validation in magnetoencephalography
- Quantification of electrical status epilepticus during sleep: Software for clinical use
- Automatic estimation of infant encephalographic data quality
- Artifact detection in neonatal EEG using unsupervised machine learning
- Computational features of neonatal EEG monitoring after asphyxia
2016
- The effect of selective attention on auditory frequency selectivity in humans
- Characterization of Amyloid Fibril Formation in a Microfluidic Chip
- ISO/IEC 17025 - compatible assessment of calibration measurement capability of a humidity calibration method
- Active magnetic shield for optical neuromagnetic measurements
- N400 event-related potential at single-subject level: Implications for consciousness studies
- Study of neurovascular coupling via simultaneous magnetoencephalography and high-density diffuse optical tomography
- Studying mechanisms of transcranial brain stimulation: a combined TMS--tES study
- Application of Dynamic Time Warping in Functional Magnetic Resonance Imaging
- Classification of emotions from functional connectivity graphs
- Suppression of eye-movement artifacts and estimation of cortical rhythmic activity in magnetoencephalographic recordings of natural reading
- Developing Vertical Measurements in Rebound Tonometry
- Feasibility of Continuous Respiratory Volume Monitoring with Indirect Measurements
- Optimization of MRI Sequences for Automated Prostate Cancer Radiotherapy Planning
- Tracking connections between striatum, and frontal and motor cortices using diffusion tensor imaging and tractography
- The effects of transcranial direct current stimulation on oscillatory brain activity
- Changes in phase-amplitude coupling caused by propofol anaesthesia
- Optimization of registration pipeline for head MR and CT images
- Noise optimization of multi-layer insulation in liquid-helium cryostat for brain imaging
- Enterprise Risk Management in 24-hour assisted Housing Services in accordance with Social Welfare Act
- Investigating via Transcranial Magnetic Stimulation (TMS) the interaction between Visual Short Term Memory (VSTM) and mental imagery in the Early Visual Cortex (EVC)
- Methods and requirements for accurate localisation of sensors in on-scalp magnetoencephalography
2015
- Functional Magnetic Resonance Imaging During Natural Viewing
- Comparison of five methods for deformable, multi-modal image registration in prostate and pelvic area
- Analysis and Visualization of Social Network Structure in an Organization
- Real-time machine learning of MEG: Decoding signatures of selective attention
- Safety and effectiveness of responsiveness monitoring in early intensive care
- Brain mechanisms of sensory and vicarious pain
- InBase 2.0: Sequence Database and Research Tool for Auto-catalytic Self-splicing Proteins
- Smart digital control of superconducting quantum interference devices for ultra-low-field magnetic resonance imaging
- Blink-contingent object displacements during tracking: behavioural and neuromagnetic recordings
- Fluorescence Correlation Spectroscopy: Theory and Application to Langmuir Monolayers
- Functional data depth in Monte Carlo tests for spatial marked point processes
- Distributed Bayesian inference using expectation propagation
- Magnetic stimulation using moving permanent magnets
- Accounting for imprecisions in image-guided radiotherapy: bladder cancer as an example
- MU-opioid receptor modulation of brain resting-state functional connectivity
- Eye movements and early magnetoencephalographic brain responses induced by faces in natural scenes
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