Essays about: "diagnostic power"

Showing result 1 - 5 of 40 essays containing the words diagnostic power.

  1. 1. Data Augmentations for Improving Vision-Based Damage Detection : in Land Transport Infrastructure

    University essay from KTH/Lantmäteri – fastighetsvetenskap och geodesi

    Author : Punnawat Siripatthiti; [2023]
    Keywords : Computer Vision; Data Augmentation; Object Detection; Crack Detection; Road Damage Detection; Sleeper Defect Detection; datorseende; dataökning; objektdetektering; sprickdetektering; vägbeläggning; järnvägsslipers;

    Abstract : Crack, a typical term most people know, is a common form of distress or damage in road pavements and railway sleepers. It poses significant challenges to their structural integrity, safety, and longevity. Over the years, researchers have developed various data-driven technologies for image-based crack detection in road and sleeper applications. READ MORE

  3. 2. Predicting Waveforms with Machine Learning for Efficient Triggering in Monitoring Systems

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Amanda Rautio; [2023]
    Keywords : ;

    Abstract : Energy systems need to evolve to meet the requirements of the modern world and the future. Hence, substantial effort is needed at an academic and industrial level to develop valuable diagnostic techniques. READ MORE

  4. 3. Brain Tumor Grade Classification in MR images using Deep Learning

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Eleftheria Chatzitheodoridou; [2022]
    Keywords : brain tumor; glioma; magnetic resonance imaging; deep learning; brain tumor grade classification; convolutional neural network; transfer learning; explainability; multi-class classification;

    Abstract : Brain tumors represent a diverse spectrum of cancer types which can induce grave complications and lead to poor life expectancy. Amongst the various brain tumor types, gliomas are primary brain tumors that compose about 30% of adult brain tumors. READ MORE

  5. 4. Diagnostic tool for issue categorization and capability determination in flexographic printing

    University essay from Lunds universitet/Ergonomi och aerosolteknologi

    Author : Andreas Vidovic; [2021]
    Keywords : Color-to-Color Register; Design Process; Data Processing; Data Visualization; Prototyping; Usability; Technology and Engineering;

    Abstract : Today communication, promotion and transaction of products are key functions of product packaging. The quality of the package print is therefore of great importance and needs to be consistent for large production quantities. One of the most common technologies for printing on paper or cardboard is flexographic printing. READ MORE

  6. 5. Improving Brain Tumor Segmentation using synthetic images from GANs

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Aashana Nijhawan; [2021]
    Keywords : Image segmentation; Generative Adversarial Networks; GANs; Computer Vision; synthetic images; generator; discriminator; uncertainty estimation; deep neural networks; U-net; PGGAN;

    Abstract : Artificial intelligence (AI) has been seeing a great amount of hype around it for a few years but more so now in the field of diagnostic medical imaging. AI-based diagnoses have shown improvements in detecting the smallest abnormalities present in tumors and lesions. This can tremendously help public healthcare. READ MORE