Lien Klaps, Maarten Verbist, Michel Bila, Jeroen Van Dessel
Bridging the knowledge-Practice gap: Insights from a survey of Belgian dental professionals on diagnosis and supportive oral cancer treatment in comparison with international guidelines
Journal of stomatology, oral and maxillofacial surgery
petct imaging technology combining positron emission tomography pet computed tomography ct advanced imaging examination method currently mainly used tumor screening differential diagnosis benign malignant tumors staging grading paper proposes method breast cancer lesion segmentation based petct bimodal images designs dualpath unet framework mainly includes three modules encoder module feature fusion module decoder module among encoder module uses traditional convolution feature extraction single mode image feature fusion module adopts collaborative learning feature fusion technology uses transformer extract global features fusion image decoder module mainly uses multilayer perceptron achieve lesion segmentation experiment uses actual clinical petct data evaluate effectiveness algorithm experimental results show accuracy recall accuracy breast cancer lesion segmentation 9567 9758 9616 respectively better baseline algorithm therefore proves rationality single bimodal feature extraction method combining convolution transformer experimental design article provides reference feature extraction methods tasks multimodal medical image segmentation classification