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Automatic Bone Structure Segmentation of Under-Sampled CT/FLT-PET Volumes for HSCT Patients
(2021-08-05)
In this thesis I present a pipeline for the instance segmentation of vertebral bodies from joint CT/FLT-PET image volumes that have been purposefully under-sampled along the axial direction to limit radiation exposure to ...
Multiclass Bone Segmentation of PET/CT Scans for Automatic SUV Extraction
(2021-12-17)
In this thesis I present an automated framework for segmentation of bone
structures from dual modality PET/CT scans and further extraction of SUV
measurements. The first stage of this framework consists of a variant of ...
Classifying Wi-Fi from Raw Power Measurements Using a Neural Network Adapted from WaveNet
(2021-08-05)
Research to identify coexisting wireless devices is becoming increasingly important, in part due to the yearly increase in internet users and wireless devices. Various machine learning algorithms, including neural networks, ...