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Daoying Geng on Muck Rack

Daoying Geng

As seen in: Nature, Wiley Online Library, Frontiers, MDPI, Academic Radiology
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Articles

Multi-task deep learning assists detection and diagnosis of gliomas and brain metastases

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By Xiao Wei Liu, Kun Lv, Peng Du, Kun Zhou, Qianru Zhao, Sen Jiao, Hongyi Chen, Danni Zhang, Hui Fang, Yanwei Zeng, Xin Cao, Haiqing Li, Jian Dai, Zhiji Zheng, Hao Wu, Xin Wang, Yuxin Li, Daoying Geng, Qiuyue Han
| Nature Verified
Abstract Gliomas and brain metastases (BMs) on MRI pose significant diagnostic challenges for radiologists. This study aims to develop a multi-task model and a computer-aided diagnosis (CAD) system for the detection and diagnosis of gliomas and BMs. This study enrolled 3909 participants from seven centers, and developed a brain tumor segmentation and classification network (BTSC-Net) and BTSC-CAD with visualization of tumor masks.
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Automated Fast Prediction of Bone Mineral Density From Low-dose Computed Tomography

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By Kun Zhou, Enhui Xin, Shan Yang, Xiao Luo, Yuqi Zhu, Yanwei Zeng, Junyan Fu, Zhuoying Ruan, Rong Wang, Daoying Geng, Liqin Yang
| Academic Radiology Verified
Abbreviations BMD (Volumetric bone mineral density) OP (Osteoporosis) OA (Osteopenia) QCT (Quantitative Computed Tomography) LDCT (Low-dose CT) WHO (World Health Organization) CNN (Convolutional neural network) ROI (Regions of interest) PACS (Picture Archiving and Communication System) ACR (American College of Radiology) ISCD (International Society for Clinical Densitometry) DSC (Dice similarity coefficient) PPV (Positive predictive value) HD (Hausdorff distance) MSE (Mean squared error) R2...
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White‐Matter Structural Connectivity and Alzheimer's Disease: A Mendelian Randomization Study

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By Siyu Liu, Daoying Geng
| Wiley Online Library Verified
1 Introduction As the problem of ageing becomes more acute in countries around the world, diseases associated with aging are gradually affecting our social life (Carmona and Michan 2016). The most prevalent kind of dementia is Alzheimer's disease (AD), an irreversible primary degenerative disease of the central nervous system (Chandra, Dervenoulas, and Politis 2019).
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