Essays about: "Diagnostic Test Accuracy"

Showing result 1 - 5 of 29 essays containing the words Diagnostic Test Accuracy.

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

    University essay from Lunds universitet/Matematik LTH

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

    Abstract : 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. READ MORE

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

    University essay from Högskolan i Skövde/Institutionen för biovetenskap

    Author : Tjorven Plontke; [2023]
    Keywords : ;

    Abstract : 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. READ MORE

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

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

    Abstract : 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. READ MORE

  5. 4. Finding the Sweet Spot

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : VIKTORIA KARLSSON; [2022-06-29]
    Keywords : Glycans; glycome; cancer; tumor; machine learning; bioinformatics; data science; thesis;

    Abstract : Complex carbohydrates, or glycans, are involved in cancer progression and could thereby serve as diagnostic markers as well as therapeutic targets. However, new research is required to determine which glycan motifs are universal signatures of tumor environments. READ MORE

  6. 5. Use of a multi-parameter sensor for oil degradation monitoring

    University essay from KTH/Maskinkonstruktion (Inst.)

    Author : Nicolas Gasnier; [2022]
    Keywords : ;

    Abstract : The continuous monitoring in real time of the degradation of lubricants is of great interest for many different industries to optimize the use of lubricating oil in combustion engines. Traditional oil quality diagnostic methods can measure accurately the different levels of oil degradation, but they cannot be implemented on engines to perform continuous oil quality diagnostics. READ MORE