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基于鼾声的睡眠呼吸事件监测关键问题研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  孙井鹏
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睡眠呼吸事件监测  鼾声检测  鼾声分类  睡眠呼吸暂停  深度神经网络  信号分解  生理信号分析  
基于块稀疏贝叶斯框架的生物自发荧光断层成像算法研究 学位论文
, 北京市海淀区中关村东路95号中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  尹琳
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生物自发荧光断层成像  块稀疏贝叶斯算法  K均值聚类策略  K近邻策略  自适应分组策略  
A Novel Adaptive Parameter Search Elastic Net Method for Fluorescent Molecular Tomography 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 5, 页码: 1484-1498
Authors:  Wang, Hanfan;  Bian, Chang;  Kong, Lingxin;  An, Yu;  Du, Yang;  Tian, Jie
Adobe PDF(8176Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2021/06/15
Image reconstruction  Fluorescence  Probes  Mathematical model  Photonics  Molecular imaging  Biological tissues  Fluorescence molecular tomography  adaptive parameter search  elastic net  
Big Data Analytics in Healthcare — A Systematic Literature Review and Roadmap for Practical Implementation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 1-22
Authors:  Sohail Imran;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
Adobe PDF(16901Kb)  |  Favorite  |  View/Download:2/0  |  Submit date:2021/04/09
Big data analytics (BDA)  big data architecture  healthcare  NoSQL data stores  patient care  roadmap  systematic literature review  
A Novel Automatic Classification System Based on Hybrid Unsupervised and Supervised Machine Learning for Electrospun Nanofibers 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 64-76
Authors:  Cosimo Ieracitano;  Annunziata Paviglianiti;  Maurizio Campolo;  Amir Hussain;  Eros Pasero;  Francesco Carlo Morabito
Adobe PDF(5488Kb)  |  Favorite  |  View/Download:4/1  |  Submit date:2021/04/09
Anomaly detection  autoencoder (AE)  electrospinning  machine learning  material informatics  nanomaterials  
An Overview of Recommendation Techniques and Their Applications in Healthcare 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 701-717
Authors:  Wenbin Yue;  Zidong Wang;  Jieyu Zhang;  Xiaohui Liu
Adobe PDF(1958Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2021/04/09
Collaborative filtering (CF)  content-based recommendation  healthcare  recommendation system (RS)  
A review of the application of machine learning in molecular imaging 期刊论文
Annals of Translational Medicine, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Yin, Lin;  Cao, Zhen;  Wang, Kun;  Tian, Jie;  Yang, Xing;  Zhang, Jianhua
Adobe PDF(4435Kb)  |  Favorite  |  View/Download:1/1  |  Submit date:2021/06/16
molecular imaging, machine learning, artificial intelligence  
Intravesical In Situ Immunostimulatory Gel for Triple Therapy of Bladder Cancer 期刊论文
ACS APPLIED MATERIALS & INTERFACES, 2020, 卷号: 12, 期号: 49, 页码: 54367-54377
Authors:  Guo, Pengyu;  Wang, Lu;  Shang, Wenting;  Chen, Jiuwei;  Chen, Ziyin;  Xiong, Feng;  Wang, Ziqi;  Tong, Zhichao;  Wang, Keliang;  Yang, Liming;  Tian, Jie;  Xu, Wanhai
Favorite  |  View/Download:16/0  |  Submit date:2021/03/02
bladder cancer  ferroptosis  macrophage  intravesical therapy  PTT  
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 11, 页码: 2344-2355
Authors:  Wei, Wei;  Qiu, Shuang;  Ma, Xuelin;  Li, Dan;  Wang, Bo;  He, Huiguang
View  |  Adobe PDF(2448Kb)  |  Favorite  |  View/Download:23/2  |  Submit date:2021/01/06
Electroencephalography  Calibration  Correlation  Brain modeling  Task analysis  Feature extraction  Visualization  EEG  RSVP-based BCI  calibration reduction  multi-source domain adaptation  correlation metric learning  
A Real-time Multi-functional Framework for Guidewire Morphological and Positional Analysis in Interventional X-ray Fluoroscopy 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: PP, 期号: 99, 页码: 1-1
Authors:  Yanjie,Zhou;  Xiaoliang,Xie;  Xiaohu,Zhou;  Shiqi,Liu;  Guibin,Bian;  Zengguang,Hou
View  |  Adobe PDF(18710Kb)  |  Favorite  |  View/Download:46/9  |  Submit date:2020/11/05
deep learning  guidewire  X-ray fluoroscopy  segmentation and localization  robot-assisted intervention