Intra-operative tumour margin evaluation in breast-conserving surgery with deep learning

arXiv:2404.10600v1 Announce Type: cross
Abstract: A positive margin may result in an increased risk of local recurrences after breast retention surgery for any malignant tumour. In order to reduce the number of positive margins would offer surgeon real-time intra-operative information on the presence of positive resection margins. This study aims to design an intra-operative tumour margin evaluation scheme by using specimen mammography in breast-conserving surgery. Total of 30 cases were evaluated and compared with the manually determined contours by experienced …

abstract arxiv cs.cv cs.lg deep learning evaluation information margins positive real-time reduce retention risk study surgery type