Comparison of vestibular aqueduct visualization on computed tomography and magnetic resonance imaging in patients with Ménière’s disease
BMC Medical Imaging
by Kaijun Xia, Ping Lei, Yingzhao Liu, Cen Chen, Hui Pan, Yangming Leng and Bo Liu
8h ago
The vestibular aqueduct (VA) serves an essential role in homeostasis of the inner ear and pathogenesis of Ménière’s disease (MD). The bony VA can be clearly depicted by high-resolution computed tomography (HRC ..read more
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Lymph node metastasis prediction and biological pathway associations underlying DCE-MRI deep learning radiomics in invasive breast cancer
BMC Medical Imaging
by Wenci Liu, Wubiao Chen, Jun Xia, Zhendong Lu, Youwen Fu, Yuange Li and Zhi Tan
5d ago
The relationship between the biological pathways related to deep learning radiomics (DLR) and lymph node metastasis (LNM) of breast cancer is still poorly understood. This study explored the value of DLR based ..read more
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Ultrasound-based deep learning radiomics model for differentiating benign, borderline, and malignant ovarian tumours: a multi-class classification exploratory study
BMC Medical Imaging
by Yangchun Du, Wenwen Guo, Yanju Xiao, Haining Chen, Jinxiu Yao and Ji Wu
5d ago
Accurate preoperative identification of ovarian tumour subtypes is imperative for patients as it enables physicians to custom-tailor precise and individualized management strategies. So, we have developed an u ..read more
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The feasibility of half-dose contrast-enhanced scanning of brain tumours at 5.0 T: a preliminary study
BMC Medical Imaging
by Zhiyong Jiang, Wenbo Sun, Dan Xu, Hao Mei, Jianmin Yuan, Xiaopeng Song, Chao Ma and Haibo Xu
1w ago
This study investigated and compared the effects of Gd enhancement on brain tumours with a half-dose of contrast medium at 5.0 T and with a full dose at 3.0 T ..read more
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Role of radiomics in staging liver fibrosis: a meta-analysis
BMC Medical Imaging
by Xiao-min Wang and Xiao-jing Zhang
1w ago
Fibrosis has important pathoetiological and prognostic roles in chronic liver disease. This study evaluates the role of radiomics in staging liver fibrosis ..read more
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Remote sensing image information extraction based on Compensated Fuzzy Neural Network and big data analytics
BMC Medical Imaging
by Rui Sun, Zhengyin Zhang, Yajun Liu, Xiaohang Niu and Jie Yuan
1w ago
Medical imaging AI systems and big data analytics have attracted much attention from researchers of industry and academia. The application of medical imaging AI systems and big data analytics play an important ..read more
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Amide proton transfer weighted and diffusion weighted imaging based radiomics classification algorithm for predicting 1p/19q co-deletion status in low grade gliomas
BMC Medical Imaging
by Andong Ma, Xinran Yan, Yaoming Qu, Haitao Wen, Xia Zou, Xinzi Liu, Mingjun Lu, Jianhua Mo and Zhibo Wen
1w ago
1p/19q co-deletion in low-grade gliomas (LGG, World Health Organization grade II and III) is of great significance in clinical decision making. We aim to use radiomics analysis to predict 1p/19q co-deletion in ..read more
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Radiomics-based discrimination of coronary chronic total occlusion and subtotal occlusion on coronary computed tomography angiography
BMC Medical Imaging
by Jun Li, Lichen Ren, Hehe Guo, Haibo Yang, Jingjing Cui and Yonggao Zhang
1w ago
Differentiating chronic total occlusion (CTO) from subtotal occlusion (SO) is often difficult to make from coronary computed tomography angiography (CCTA). We developed a CCTA-based radiomics model to differen ..read more
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Dynamic radiomics based on contrast-enhanced MRI for predicting microvascular invasion in hepatocellular carcinoma
BMC Medical Imaging
by Rui Zhang, Yao Wang, Zhi Li, Yushu Shi, Danping Yu, Qiang Huang, Feng Chen, Wenbo Xiao, Yuan Hong and Zhan Feng
2w ago
To exploit the improved prediction performance based on dynamic contrast-enhanced (DCE) MRI by using dynamic radiomics for microvascular invasion (MVI) in hepatocellular carcinoma (HCC ..read more
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Deep transfer learning with fuzzy ensemble approach for the early detection of breast cancer
BMC Medical Imaging
by S. R. Sannasi Chakravarthy, N. Bharanidharan, V. Vinoth Kumar, T. R. Mahesh, Mohammed S. Alqahtani and Suresh Guluwadi
2w ago
Breast Cancer is a significant global health challenge, particularly affecting women with higher mortality compared with other cancer types. Timely detection of such cancer types is crucial, and recent researc ..read more
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