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Yuxin Huang
Publications - 5
Citations - 166
Yuxin Huang is an academic researcher. The author has contributed to research in topics: Internal medicine & Medicine. The author has an hindex of 1, co-authored 1 publications receiving 63 citations.
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Journal ArticleDOI
A Rapid, Accurate and Machine-Agnostic Segmentation and Quantification Method for CT-Based COVID-19 Diagnosis
Longxi Zhou,Zhongxiao Li,Juexiao Zhou,Haoyang Li,Yupeng Chen,Yuxin Huang,Dexuan Xie,Lintao Zhao,Ming Fan,Shahrukh K. Hashmi,Faisal Abdelkareem,Riham Eiada,Xigang Xiao,Lihua Li,Zhaowen Qiu,Xin Gao +15 more
TL;DR: A fully-automatic, rapid, accurate, and machine-agnostic method that can segment and quantify the infection regions on CT scans from different sources is proposed and its important application value in combating the disease is suggested.
Journal ArticleDOI
An interpretable deep learning workflow for discovering subvisual abnormalities in CT scans of COVID-19 inpatients and survivors
Longxi Zhou,Xianglin Meng,Yuxin Huang,Kai Kang,Juexiao Zhou,Yuetan Chu,Haoyang Li,Dexuan Xie,Jiannan Zhang,Weizhen Yang,Nannan Bai,Yi Zhao,Mingyan Zhao,Lawrence Carin,Xigang Xiao,Kai Yu,Zhaowen Qiu,Xin Gao +17 more
TL;DR: Wang et al. as mentioned in this paper proposed a Deep-LungParenchyma-Enhancing (DLPE), a computer-aided detection (CAD) method for detecting and quantifying pulmonary parenchma lesions on chest CT.
Journal ArticleDOI
miR-596-3p suppresses brain metastasis of non-small cell lung cancer by modulating YAP1 and IL-8
Chenlong Li,Jinsheng Xiong,Yuxin Huang,Haoyang Li,Hua Jin,Siqi Ai,Yingjie Wang,Tian-Tian Su,G-g Sun,X. Xiao,Tianjiao Fu,Yujie Wang,Xin Gao,Peng Liang +13 more
TL;DR: In this article , the authors explored the RNA-Seq data of brain metastasis cells from the GEO database, and extracted RNA collected from primary NSCLC tumors as well as paired brain metastatic lesions followed by microRNA PCR array.
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Exploring New Characteristics: Using Deep Learning and 3D Reconstruction to Compare the Original COVID-19 and Its Delta Variant Based on Chest CT
Nannan Bai,Ruikai Lin,Sheng Yan Cai,Jianliang Huang,Zhong-He Su,Yuanzhen Yao,Fang Wen,Han Li,Yuxin Huang,Yi Zhao,Tao Xia,Mingsheng Lei,Weizhen Yang,Zhaowen Qiu +13 more
TL;DR: The Delta Variant has a longer lung change duration, more re-detectable positive RT-PCR test results, different locations of pneumonia, and more lesions in the early stage, and the peak of infection occurred later.
Journal ArticleDOI
Prediction of subjective cognitive decline after corpus callosum infarction by an interpretable machine learning-derived early warning strategy
Yawen Xu,Xu-Jie Sun,Yanqun Liu,Yuxin Huang,Meng Liang,Rui Sun,Ge Yin,Chenrui Song,Q. Ding,Bingying Du,Xiaoying Bi +10 more
TL;DR: In this paper , the authors developed and validated models for early predicting the risk of subjective cognitive decline (SCD) after CC infarction by machine learning (ML) algorithms and found that the combination of LR-model and SHAP-explainer could aid in achieving personalized risk prediction and be served as a decision-making tool for early intervention since its poor long-term outcome.