In dentistry, panoramic X-ray images are extensively used by dentists for tooth structure analysis and disease diagnosis. However, the manual analysis of these images is time-consuming and prone to misdiagnosis or ove...In dentistry, panoramic X-ray images are extensively used by dentists for tooth structure analysis and disease diagnosis. However, the manual analysis of these images is time-consuming and prone to misdiagnosis or overlooked. While deep learning techniques have been employed to segment teeth in panoramic X-ray images, accurate segmentation of individual teeth remains an underexplored area. In this study, we propose an end-to-end deep learning method that effectively addresses this challenge by employing an improved combinatorial loss function to separate the boundaries of adjacent teeth, enabling precise segmentation of individual teeth in panoramic X-ray images. We validate the feasibility of our approach using a challenging dataset. By training our segmentation network on 115 panoramic X-ray images, we achieve an intersection over union (IoU) of 86.56% for tooth segmentation and an accuracy of 65.52% in tooth counting on 87 test set images. Experimental results demonstrate the significant improvement of our proposed method in single tooth segmentation compared to existing methods.展开更多
In the ongoing quest for new treatments in medicine,traditional Chinese medicine offers unique insights and potential.Recently,studies on the ability of Calculus bovis to inhibit M2-type tumour-associated macrophage p...In the ongoing quest for new treatments in medicine,traditional Chinese medicine offers unique insights and potential.Recently,studies on the ability of Calculus bovis to inhibit M2-type tumour-associated macrophage polarisation by modulating the Wnt/β-catenin signalling pathway to suppress liver cancer have undoubtedly revealed new benefits and hope for this field of research.The purpose of this article is to comment on this study and explore its strengths and weaknesses,thereby providing ideas for the future treatment of liver cancer.展开更多
During 1999-2001,Ge Pengren,professor of Oil Painting Department of Central Academy of Fine Arts opened a research and study course on contemporary arts.In the course,only held once,he changed the traditional way of a...During 1999-2001,Ge Pengren,professor of Oil Painting Department of Central Academy of Fine Arts opened a research and study course on contemporary arts.In the course,only held once,he changed the traditional way of art teaching in the academy and allowed students to fully utilize their imagination and creativities to do creation and experiments.展开更多
文摘In dentistry, panoramic X-ray images are extensively used by dentists for tooth structure analysis and disease diagnosis. However, the manual analysis of these images is time-consuming and prone to misdiagnosis or overlooked. While deep learning techniques have been employed to segment teeth in panoramic X-ray images, accurate segmentation of individual teeth remains an underexplored area. In this study, we propose an end-to-end deep learning method that effectively addresses this challenge by employing an improved combinatorial loss function to separate the boundaries of adjacent teeth, enabling precise segmentation of individual teeth in panoramic X-ray images. We validate the feasibility of our approach using a challenging dataset. By training our segmentation network on 115 panoramic X-ray images, we achieve an intersection over union (IoU) of 86.56% for tooth segmentation and an accuracy of 65.52% in tooth counting on 87 test set images. Experimental results demonstrate the significant improvement of our proposed method in single tooth segmentation compared to existing methods.
文摘In the ongoing quest for new treatments in medicine,traditional Chinese medicine offers unique insights and potential.Recently,studies on the ability of Calculus bovis to inhibit M2-type tumour-associated macrophage polarisation by modulating the Wnt/β-catenin signalling pathway to suppress liver cancer have undoubtedly revealed new benefits and hope for this field of research.The purpose of this article is to comment on this study and explore its strengths and weaknesses,thereby providing ideas for the future treatment of liver cancer.
文摘During 1999-2001,Ge Pengren,professor of Oil Painting Department of Central Academy of Fine Arts opened a research and study course on contemporary arts.In the course,only held once,he changed the traditional way of art teaching in the academy and allowed students to fully utilize their imagination and creativities to do creation and experiments.
