Essays about: "conclusion learning process"

Showing result 1 - 5 of 208 essays containing the words conclusion learning process.

  1. 1. Dealing With The Unexpected in Prehospital Patientcare: The Lived Experience Of EMS Clinicians

    University essay from Lunds universitet/Avdelningen för Riskhantering och Samhällssäkerhet

    Author : Aart-Jan Ketelaar; [2024]
    Keywords : Patient safety; Prehospital patientcare; EMS clinician; Resilient healthcare; Human factors; Decision making; Learning; Expertise; Emergency care; Adapting; Complexity; Complex systems; Phenomenology; FLMU06; Social Sciences;

    Abstract : Background In prehospital patient care, numerous patients are examined, treated, and transported. Some are acutely seriously ill, while others, though not acutely ill, necessitate ambulance transport due to their inability to do so independently. Among the latter group, patients may be sicker than initially estimated. READ MORE

  2. 2. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Sofia Leksell; [2024]
    Keywords : Federated Learning; Adversarial Attacks; Regression; Classification;

    Abstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving  a noticeable gap in FL research specifically for regression models. READ MORE

  3. 3. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models

    University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Author : Sofia Leksell; [2024]
    Keywords : Federated Learning; Adversarial Attacks; Regression; Classification;

    Abstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving  a noticeable gap in FL research specifically for regression models. READ MORE

  4. 4. 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

  5. 5. Fast Art – A Virtual Fashion Exhibition

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Eva Masiero; [2023]
    Keywords : Sustainable Fashion; Virtual Reality; Art; Co-Design;

    Abstract : This thesis focuses on research through the design process of building an immersive Virtual Reality (VR) experience concept resembling a digital art gallery. It covers the topics of sustainable fashion, changing people’s perspectives and behaviour, and new technologies like VR and Artificial Intelligence (AI). READ MORE