Blar i UiS Brage på forfatter "Hardardottir, Helga"
-
Detection and localization of melanoma skin cancer in histopathological whole slide images
Kanwal, Neel; Amundsen, Roger; Hardardottir, Helga; Tomasetti, Luca; Undersrud, Erling Sandøy; Janssen, Emiel; Engan, Kjersti (European Signal Processing Conference;, Chapter; Conference object, 2023)If melanoma is diagnosed and treated in its early stages can increase the survival rate. A projected increase in skin cancer incidents and a shortage of dermatopathologists have emphasized the need for computational pathology ... -
Melanoma Diagnosis and Localization from Whole Slide Images using Convolutional Neural Networks
Amundsen, Roger (Master thesis, 2022)During the last decade, no other cancer type in Norway have had higher increase in incidents than skin cancer. Melanoma is the most aggressive type of skin cancer because it has the ability to rapidly spread, which makes ... -
Melanoma prognosis prediction using image processing and machine learning
Andreassen, Christopher (Master thesis, 2022)Death of melanoma cancer is most common in Europe, and northern Europe has the second highest mortality rate of melanoma in the world, with 1.9 per 100 000 dying from melanoma in northern Europe in 2020. Prognosis of ...