Essays about: "skin lesions"
Showing result 1 - 5 of 51 essays containing the words skin lesions.
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1. The impact of pruning Convolutional Neural Networks when classifying skin cancer
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Over the past few years, there have been multiple reports showcasing how Convolutional Neural Networks (CNNs) can be used to classify if skin lesions are cancerous or non-cancerous. However, a limitation of CNNs is the large number of parameters resulting in high computation times. READ MORE
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2. A Comparison of Convolutional Neural Networks used in Melanoma Detection : With transfer learning on the PAD-UFES-20 and ISIC datasets
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Skin cancer is one of the most common forms of cancer, of which melanoma is the most lethal. Early detection is critical to long term survival rates. The use of machine learning to detect melanoma shows promising results in detecting malignant forms. READ MORE
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3. Exploring Feature Selection Techniques for Machine Learning-based Melanoma Skin Cancer Classification
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : One of the most globally common types of cancer is skin cancer, where melanoma is the most deadly form. An important and promising tool for diagnosing diseases such as skin cancer is computer aided diagnostics, a tool which utilizes machine learning to predict and classify cancer. READ MORE
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4. Determining Important Features for Melanoma Classification Through Feature Selection
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Skin cancer is a common disease and malignant melanoma is the most dangerous form of it. Although dangerous, the survival rate of melanoma patients is high if the diagnosis is made at an early stage. Computer aided diagnostics has been shown to have potential in accurately diagnosing the disease utilizing machine learning. READ MORE
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5. Sårskador hos grupphållna gyltor och suggor : en observationsstudie av kommersiella besättningar
University essay from SLU/Dept. of Animal Environment and HealthAbstract : Skin lesions are a common problem within group-housed gilts and sows. Since 2013, all EU member states are required to ensure that all gilts and sows are kept in group housing. Pigs used in production in Sweden today originate from the wild boar. Wild boars and production pigs still share many traits. READ MORE
