Predicting local invasive recurrence of DCIS
Aggressive forms of treatment such as radiotherapy bring about great discomfort to women diagnosed with breast cancer. There is a great concern that large numbers of women diagnosed with Ductal Carcinoma In-Situ (DCIS) are overrated and therefore do not gain any health benefits from such treatment. Identifying women who are at risk of recurring is...
Computer-aided diagnosis for MRI screening of the Breast in high risk women
Breast MRI is currently the imaging modality with the highest sensitivity for detecting breast cancer in high risk women and and plays a significant role for evaluating the extent of disease in newly diagnosed breast cancer. Computer-aided diagnosis (CAD) has been proposed for breast MRI as a tool to standardize evaluation, to automate time consuming analysis, and...
Breast Segmentation
We have developed an image segmentation pipeline based on UNets to identify breast tissue and to seperate it into firbroglandular and fat components. People Anne Martel Grey Kuling Publications Kuling, Grey; Belinda, Curpen; Martel, Anne L.: Accurate estimation of density and background parenchymal enhancement in breast MRI using deep regression and transformers. In: Li, Hui;...