Essays about: "sample thesis in training and development"

Showing result 1 - 5 of 15 essays containing the words sample thesis in training and development.

  1. 1. Virtual H&E Staining Using PLS Microscopy and Neural Networks

    University essay from Lunds universitet/Matematik LTH

    Author : Sally Vizins; Hanna Råhnängen; [2024]
    Keywords : Deep learning; Virtual staining; Skin tissue; Hematoxylin Eosin; H E; Pathology; Carcinoma; Point light source illumination; Neural Networks; GANs; Generative adversarial networks; CNNs; Convolutional neural networks; Relativistic generative adversarial network; Unet; Digital microscopy; Attention-Unet; Dense-Unet; Mathematics and Statistics;

    Abstract : Histopathological examination, crucial in diagnosing diseases such as cancer, traditionally relies on time- and resource-consuming, poorly standardized chemical staining for tissue visualization. This thesis presents a novel digital alternative using generative neural networks and a point light source (PLS) microscope to transform unstained skin tissue images into their stained counterparts. READ MORE

  3. 2. A Machine Learning Approach on Analysis of Emission Spectra for Application in XFEL Experiments

    University essay from Uppsala universitet/Institutionen för fysik och astronomi

    Author : Harald Agelii; [2023]
    Keywords : Structural biology; Machine learning; Neural networks; emission spectrum; XFEL; X-ray free electron laser; SFX; Serial femtosecond X-ray crystallography; Proteins; Diagnostics;

    Abstract : In this thesis we investigate two potential applications of machine learning in the context of X-ray imaging and spectroscopy of biological samples, particularly such using X-ray free electron lasers (XFEL). We first investigate the possibility of using an emission spectrum, recorded from a sample after being probed by an incident X-ray, as a diagnostic tool. READ MORE

  4. 3. Condition Monitoring Of Machine Components From Drive Data Using Semi-Supervised Anomaly Detection Methods

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Tim Leon WyWiol; [2023]
    Keywords : ;

    Abstract : The mission of the machine manufacturer is to gain insights from machine data to increase their machines' efficiency and sustainability. Continuously monitoring the machine data with machine learning helps to detect emerging mechanical problems and prevents unexpected failures. READ MORE

  5. 4. Postdevelopment Assistance Made Possible? A Qualitative Analysis of the ICLD’s International Training Programmes in Tanzania from the Local Stakeholders’ Perspective

    University essay from Lunds universitet/Graduate School

    Author : Michal Piatkowski; [2023]
    Keywords : development assistance; power relations; international training programmes; postdevelopment; Tanzania; Social Sciences;

    Abstract : Development is a contentious concept, praised by some for enabling progress and criticised by others for perpetuating global power imbalances. Development assistance tends to strengthen the donor-recipient dependency, which, according to critics, primarily serves the interests of the Global North while neglecting the needs of the Global South. READ MORE

  6. 5. Detecting red blood cells and platelets in blood smears using a single multi-class object detector

    University essay from Lunds universitet/Matematik LTH

    Author : Timothy Burfield; Sophia Carlsson; [2022]
    Keywords : Mathematics and Statistics;

    Abstract : Blood analysis is an integral part of diagnostic medicine and used in most medical fields. The concentrations of red blood cells and platelets, and ratio between these, are used for diagnosing several diseases. CellaVision develops machines and software for automatically capturing images of blood sample smears and detecting its cellular contents. READ MORE