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Showing result 1 - 5 of 67 essays matching the above criteria.

  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. Developing a highly accurate, locally interpretable neural network for medical image analysis

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Rony David Ventura Caballero; [2023]
    Keywords : XAI; Interpretability; Computer vision; Pediatric pneumonia; Chest radiograph;

    Abstract : Background Machine learning techniques, such as convolutional networks, have shown promise in medical image analysis, including the detection of pediatric pneumonia. However, the interpretability of these models is often lacking, compromising their trustworthiness and acceptance in medical applications. READ MORE

  4. 3. Simulations and modeling of light propagation in biological tissue

    University essay from Lunds universitet/Förbränningsfysik; Lunds universitet/Fysiska institutionen; Lunds universitet/Lunds Tekniska Högskola

    Author : Emma Hjörneby; [2023]
    Keywords : Technology and Engineering;

    Abstract : The GASMAS technique has previously proven useful for examining and measuring the oxygen concentration in the lungs of preterm infants. GASMAS can distinguish absorption by one gas from the bulk absorption of the surrounding media, and can provide an instant, non-invasive and non-destructive way of examining lungs, and diagnosing dangerous conditions such as pneumothorax. READ MORE

  5. 4. Tonsillit hos hund : en uppföljande studie av tonsillektomi

    University essay from SLU/Dept. of Clinical Sciences

    Author : Marie Petersson; [2022]
    Keywords : tonsillit; jakthundar; hundar; tonsillektomi;

    Abstract : Tonsillit är en svensk veterinärmedicinsk problematik som vanligtvis ses hos jakthundar. Hundarna behandlas oftast genom flertalet långvariga medicinska behandlingar innan veterinärer rekommenderar tonsillektomi. READ MORE

  6. 5. The effect of the hyperparameters of an RBF SVM on classifying pneumonia

    University essay from KTH/Datavetenskap

    Author : Rikaz Nismi; Alfred Hoflin; [2022]
    Keywords : ;

    Abstract : Pneumonia is a deadly disease if gone untreated. In order to treat it, first it has to be discovered, which can be done by examining patterns of chest X-ray images. This process can be done by human experts but there is also a desire to make it more efficient by utilizing machine learning. READ MORE