Sökning: "diagnostic test"

Visar resultat 1 - 5 av 226 uppsatser innehållade orden diagnostic test.

  1. 1. Uncertainty Quantification in Deep Learning for Breast Cancer Classification in Point-of-Care Ultrasound Imaging

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Marisa Wodrich; [2024]
    Nyckelord :Uncertainty quantification; Deep learning; Breast cancer classification; Trustworthy AI; Point-of-care ultrasound; Mathematics and Statistics;

    Sammanfattning : Breast cancer is the most common type of cancer worldwide with an estimate of 2.3 million new cases in 2020, and the number one cause of cancer-related deaths in women. LÄS MER

  3. 2. Evaluation of manual and robotic techniques for Micro-RNA extraction in early sepsis diagnosis

    Kandidat-uppsats, Högskolan i Skövde/Institutionen för biovetenskap

    Författare :Tjorven Plontke; [2023]
    Nyckelord :;

    Sammanfattning : Sepsis is a life-threatening organ dysfunction caused by the spread of infectious diseases throughout the body, resulting in a dysfunctional immune system response. It includes a wide range of symptomsa ffecting multiple organs, making accurate diagnosis challenging. LÄS MER

  4. 3. AI/ML Development for RAN Applications : Deep Learning in Log Event Prediction

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Yuxin Sun; [2023]
    Nyckelord :LSTM; Anomaly Detection; Failure Prediction; Log Mining; Deep Learning; LSTM; Anomali Detection; Failure Prediction; Log Mining; Deep Learning;

    Sammanfattning : Since many log tracing application and diagnostic commands are now available on nodes at base station, event log can easily be collected, parsed and structured for network performance analysis. In order to improve In Service Performance of customer network, a sequential machine learning model can be trained, test, and deployed on each node to learn from the past events to predict future crashes or a failure. LÄS MER

  5. 4. Approved medicinal products with potential companion diagnostic tests : An Inventory of the Swedish/European drug market

    Master-uppsats, Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Författare :Katrin Andersson; [2023]
    Nyckelord :CDx; Companion Diagnostic; IVDMD; In-vitro diagnostic medical devices; Regulation EU 2017 746;

    Sammanfattning : The newly introduced regulation (EU) 2017/746 aims to make In Vitro Diagnostic Medical Devices (IVDMD), which include companion diagnostic tests (CDx), a widespread method of authorising medicinal products in the European market. However, European SmPCs (Summary of Product Characteristics) currently do not explicitly refer to the term or classify tests associated with medicinal products as CDx. LÄS MER

  7. 5. Deep Learning for the prediction of RASER-MRI profiles

    Master-uppsats, Linköpings universitet/Medie- och Informationsteknik

    Författare :Filip Arvidsson; Jonas Bertilson; [2023]
    Nyckelord :MRI; NMR; AI; Deep Learning; RASER-MRI; Media Technology; KIT; LIU; CNN; Autoencoder; Djupinlärning; Medieteknik; Magnetröntgen;

    Sammanfattning : Magnetic resonance imaging (MRI) is a critical diagnostic tool in medical practice, enabling non-invasive visualization of anatomy and physiological processes. Nonetheless, MRI has inherent spatial resolution limitations, which may limit its diagnostic capabilities. LÄS MER