Essays about: "Computer-aided detection CAD"

Showing result 1 - 5 of 7 essays containing the words Computer-aided detection CAD.

  1. 1. Automated Interpretation of Lung Ultrasound for COVID-19 and Tuberculosis diagnosis

    University essay from Lunds universitet/Matematik LTH

    Author : Chloé Soormally; [2023]
    Keywords : Tuberculosis; COVID-19; Lung Ultrasound; Computer-aided detection CAD ; Deep learning; Technology and Engineering;

    Abstract : BACKGROUND. Early and accurate detection of infectious respiratory diseases like COVID-19 and tuberculosis (TB) plays a crucial role in effective management and the reduction of preventable mortality. READ MORE

  3. 2. A Comparative Study on the effect of different hyperparameters on the performance of VGGNet-16 for detection of Cardiomegaly in Chest X-ray Images

    University essay from KTH/Datavetenskap

    Author : Ouday Ahmed; Oliver Lindblad; [2022]
    Keywords : ;

    Abstract : Computer aided diagnostics (CAD) systems have been widely researched and used in the medical field since it was introduced in the 1960s. The system functions as a support for radiologists in medical examinations using imaging technology such as X-rays, MRI and CT scans to diagnose diseases and treat injuries. READ MORE

  4. 3. A Cross-Sectional Technology Acceptance Study of an AI CAD System in a Breast Screening Unit

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

    Author : Maha Kloub; Annika Gerigoorian; [2021]
    Keywords : Technology Acceptance Model 3; user acceptance; artificial intelligence; implementation process; Technology Acceptance Model 3; användaracceptans; artificiell intelligens; implementeringsprocess;

    Abstract : In January 2021, one of the first large-scale implementations of an artificial intelligent computer-aided detection system (AI CAD) for detecting breast cancer was implemented at Capio S:t Göran hospital in Stockholm. AI CAD for detecting breast cancer is promising, however, it can only be a successful implementation if it is accepted by the end-users. READ MORE

  5. 4. Influence of T1 and T2 weighted MRI images on automated  diagnosis of Alzheimer's disease

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

    Author : Arnold Teo; Daniel Tsada Yosief; [2021]
    Keywords : ;

    Abstract : Alzheimer’s Disease (AD) is the most common form of dementia and according to the World Health Organization it contributes to 60-70% of the approximately 50 million total worldwide dementia cases. While AD is easy to diagnose from a patient’s symptoms alone, due to AD atrophying brain tissue, a Magnetic Resonance Imaging (MRI) scan can strengthen the diagnosis. READ MORE

  6. 5. Advanced Data Augmentation : With Generative Adversarial Networks and Computer-Aided Design

    University essay from Linköpings universitet/Datorseende

    Author : Ludwig Thaung; [2020]
    Keywords : computer vision; machine learning; YOLO; GANs; data augmentation; object recognition; object detection; CAD;

    Abstract : CNN-based (Convolutional Neural Network) visual object detectors often reach human level of accuracy but need to be trained with large amounts of manually annotated data. Collecting and annotating this data can frequently be time-consuming and financially expensive. READ MORE