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| 1 | MEB-YOLO: An Efficient Vehicle Detection Method in Complex Traffic Road Scenes显示文摘Rapid and precise vehicle recognition and classification are essential for intelligent transportation systems,and road target detection is one of the most difficult tasks in the field of computer vision.The challenge in real-time road target detection is the ability to properly pinpoint relatively small vehicles in complicated environments.However,because road targets are prone to complicated backgrounds and sparse features,it is challenging to detect and identify vehicle kinds fast and reliably.We suggest a new vehicle detection model called MEB-YOLO,which combines Mosaic and MixUp data augmentation,Efficient Channel Attention(ECA)attention mechanism,Bidirectional Feature Pyramid Network(BiFPN)with You Only Look Once(YOLO)model,to overcome this problem.Four sections make up this model:Input,Backbone,Neck,and Prediction.First,to improve the detection dataset and strengthen the network,MixUp and Mosaic data improvement are used during the picture processing step.Second,an attention mechanism is introduced to the backbone network,which is Cross Stage Par-tial Darknet(CSPDarknet),to reduce the influence of irrelevant features in images.Third,to achieve more sophisticated feature fusion without increasing computing cost,the BiFPN structure is utilized to build the Neck network of the model.The final prediction results are then obtained using Decoupled Head.Experiments demonstrate that the proposed model outperforms several already available detection methods and delivers good detection results on the University at Albany DEtection and TRACking(UA-DETRAC)public dataset.It also enables effective vehicle detection on real traffic monitoring data.As a result,this technique is efficient for detecting road targets. | Yingkun Song Shunhe Hong Chentao Hu Pingan He Lingbing Tao Zhixin Tie Chengfu Ding | 2023 | Computers, Materials & Continua2023，，6： | 2 |
| 2 | 2 - 42 Development of High-accuracy Detector for Measuring K显示文摘 | Lei Fuan Qin Zhi Song Haihong Dong Chengfu Li Songlin Ding Huajie Tian Wei Zhao Liang Fan Fangli Bai Jing Wu Xiaolei Guo Junsheng | 2010 | IMP & HIRFL Annual Report2010，，1： | 1 |
| 3 | 2 - 43 Determining Threshold Value of High-accuracy Detector for Measuring 40K显示文摘 | Lei Fuan Qin Zhi Song Haihong Dong Chengfu Li Songlin Ding Huajie Tian Wei Zhao Liang Fan Fangli Bai Jing Wu Xiaolei Guo Junsheng | 2010 | IMP & HIRFL Annual Report2010，，1： | 1 |
| 4 | 'Third eye' of colonoscopists: a preclinical comparative study of artificial intelligence-assisted polyp detection显示文摘To the Editor: In China, colorectal cancer (CRC) ranks third in cancer incidence and fifth in cancer-related deaths.[1] Most CRCs arise from adenomatous polyps. Colonoscopy can detect and remove polyps early to prevent CRC. However, the polyp miss rate in conventional colonoscopy may be more than 40%.[2] New endoscopic devices for detecting polyps have made some progress over the past few decades,[3] but are still operator-dependent and require additional costs. Therefore, artificial intelligence (AI)-assisted polyp detection systems have emerged in recent years. This study aimed to evaluate the effectiveness of our newly developed AI-assisted polyp detection system for colonoscopy in a preclinical manner. | Xinjue He Lei Xu Chengfu Xu Jie Zhang Meng Li Weihong Wang Xiaoyun Ding Youming Li Xuequn Zhang | 2022 | Chinese Medical Journal2022，135，22： | 0 |
| 5 | LncRNA KCNQ1OT1:Molecular mechanisms and pathogenic roles in human diseases显示文摘Long non-coding RNAs(lncRNAs)exhibit a length more than 200 nucleotides and they are characterized by non-coding RNAs(ncRNA)not encoded into proteins.Over the past few years,the role and development of lncRNAs have aroused the rising attention of researchers.To be specific,KCNQ1OT1,the KCNQ1 opposite strand/antisense transcript 1,is clearly classified as a regulatory ncRNA.KCNQ1OT1 is capable of interacting with miRNAs,RNAs and proteins,thereby affecting gene expression and various cell functions(e.g.,cell proliferation,migration,epithelialemesenchymal transition(EMT),apoptosis,viability,autophagy and inflammation).KCNQ1OT1 is dysregulated in a wide range of human diseases(e.g.,cardiovascular disease,cancer,diabetes,osteoarthritis,osteoporosis and cataract),and it is speculated to act as a therapeutic target for treating various human diseases.On the whole,this review aims to explore the biological functions,underlying mechanisms and pathogenic roles of KCNQ1OT1 in human diseases. | Fangqi Xia Yaqi Wang Mengzhen Xue Leiqi Zhu Dengke Jia Yue Shi Yan Gao Luoying Li Yuanyang Li Silong Chen Guangfu Xu Ding Yuan Chengfu Yuan | 2022 | Genes & Diseases2022，9，6： | 0 |
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