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Jiachen Hou

As seen in: Frontiers in Medicine, MDPI, emerald insight
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Articles by Jiachen Hou

DD-Net: a dual-domain progressive fusion network enhanced by high–low frequency separation for lung nodule segmentation

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By Xiangsuo Fan, Lihong Deng, Jiachen Hou, Zhougui Ling
| Frontiers in Medicine
Abstract Introduction: Precise segmentation of pulmonary nodules plays a vital role in differentiating benign from malignant lesions and in tracking their progression over time, however, the substantial variability of nodules in size, morphology, and texture frequently results in either excessive or insufficient segmentation.
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DMC-UNet-Based Segmentation of Lung Nodules

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By Xiangsuo Fan, Yingqi Lu, Jiachen Hou, Fangyu Lin
| ieeexplore.ieee.org
Lung cancer is one of the common cancers in the world today and is the most common cause of death due to cancer. In 2020 statistics showed that there were 10,000 new lung cancer deaths, accounting for 8% of all cancer mortality. The 5-year survival rate of lung cancer (7%-25%) is much lower than that of other major cancers [1]. In early lung cancer, which mostly appears as lung nodules, patients can be treated with clinical surgery and have a very high survival rate.
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Quantifying the Spatial Ratio of Streets in Beijing Based on Street-View Images

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By Wei Gao, Jiachen Hou, Yong Gao, Mei Zhao
| MDPI
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
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Short-Term Wind Speed Forecasting Based on the EEMD-GS-GRU Model

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By Jiachen Hou, YaRu Liu, Huaming Yao, Yongjie Tan
| MDPI
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
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Medium- and Long-Term Wind-Power Forecasts, Considering Regional Similarities

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By YaRu Liu, Jiachen Hou, Xianxun Wang, Suoping Wang
| MDPI
Abstract : Accurate and efficient medium- and long-term forecasts of wind power can provide technical support for the efficient development and utilization of wind resources.
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