Essays about: "malignt melanom"

Showing result 1 - 5 of 10 essays containing the words malignt melanom.

  1. 1. Determining Important Features for Melanoma Classification Through Feature Selection

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

    Author : Vilmer Jonsson; Tor Strimbold; [2023]
    Keywords : ;

    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

  3. 2. Evaluating automatic colour equalization to preprocess dermoscopic images for classification using a CNN

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

    Author : Niklas Vatn; Julia Byström; [2021]
    Keywords : ;

    Abstract : Skin cancer is one of the most prevalent types of cancer and diagnosing of skin lesions are mostly done by visual inspection by a doctor. Lately, computer- aided diagnosis (CAD) has gained popularity and previous studies have with great results utilized a convolutional neural network (CNN) to classify dermoscopic images of different benign and malignant skin lesions. READ MORE

  4. 3. Segmentation and Prediction of Mutation Status of Malignant Melanoma Whole-slide Images using Deep Learning

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Elin Johansson; Fanny Månefjord; [2021]
    Keywords : deep learning; image analysis; malignant melanoma; tissue segmentation; mutation classification; Inception v3; Technology and Engineering;

    Abstract : Malignant melanoma is an aggressive type of skin cancer. Gene mutations can make the disease progress faster, but specialised treatment exists. Today, gene mutations are detected with DNA-analysis which is costly and time-consuming. READ MORE

  5. 4. 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

  6. 5. Training Set Size for Skin Cancer Classification Using Google’s Inception v3

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Patric Ridell; Henning Spett; [2017]
    Keywords : ;

    Abstract : Today, computer aided diagnosis (CADx) is a common occurrence in hospitals. With image recognition, computers are able to detect signs of breast cancer and different kinds of lung diseases. READ MORE