Essays about: "ISIC"

Showing result 1 - 5 of 8 essays containing the word ISIC.

  1. 1. 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)

    Author : Abdi Gobena; [2023]
    Keywords : Machine learning; Neural networks; Skin cancer; PAD-UFES-20; ISIC; Maskininlärning; Neuronnätverk; Hudcancer; PAD-UFES-20; ISIC;

    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

  3. 2. Identifying Melanoma Using Transfer Learning and Convolutional Neural Networks : An investigation of skin disease pre-training

    University essay from KTH/Datavetenskap

    Author : Albin Wikström Kempe; Elin Inoue; [2022]
    Keywords : ;

    Abstract : Melanoma, the deadliest form of skin cancer, has become an increasingly common and pressing health issue. Early detection and treatment can be life-saving, but also poses a challenge. A possible solution presents itself in Convolutional Neural Networks (CNNs). READ MORE

  4. 3. Malignant Melanoma Classification with Deep Learning

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Jakob Kisselgof; [2019]
    Keywords : Melanoma classification deep learning;

    Abstract : Malignant melanoma is the deadliest form of skin cancer. If correctly diagnosed in time, the expected five-year survival rate can increase up to 97 %. Therefore, exploring various methods for early detection can contribute with tools which can be used to improve detection of disease and finally to make sure that help is given in time. READ MORE

  5. 4. Skin Cancer Image Classification with Pre-trained Convolutional Neural Network Architectures

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

    Author : Michaela Sahlgren; Nour Alhunda Almajni; [2019]
    Keywords : ;

    Abstract : In this study we compare the performance of different pre-trained deep convolutional neural network architectures on classification of skin lesion images. We analyse the ISIC skin cancer image dataset. READ MORE

  6. 5. Deep Learning Method used in Skin Lesions Segmentation and Classification

    University essay from KTH/Medicinsk teknik

    Author : Fengkai Wan; [2018]
    Keywords : Deep neural network; Skin lesion; Segmentation; Classification;

    Abstract : Malignant melanoma (MM) is a type of skin cancer that is associated with a very poor prognosis and can often lead to death. Early detection is crucial in order to administer the right treatment successfully but currently requires the expertise of a dermatologist. READ MORE