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Application of an Interpretable Machine Learning Model to Predict Lymph Node Metastasis in Patients with Laryngeal Carcinoma 期刊论文
JOURNAL OF ONCOLOGY, 2022, 卷号: 2022, 页码: 12
作者:  Feng, Menglong;  Zhang, Juhong;  Zhou, Xiaoqing;  Mo, Hailan;  Jia, Lifeng;  Zhang, Chanyuan;  Hu, Yaqin;  Yuan, Wei
收藏  |  浏览/下载:42/0  |  提交时间:2022/12/26
Feasibility of a CT-based lymph node radiomics nomogram in detecting lymph node metastasis in PDAC patients 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 10
作者:  Li, Qian;  Song, Zuhua;  Zhang, Dan;  Li, Xiaojiao;  Liu, Qian;  Yu, Jiayi;  Li, Zongwen;  Zhang, Jiayan;  Ren, Xiaofang;  Wen, Youjia;  Tang, Zhuoyue
收藏  |  浏览/下载:37/0  |  提交时间:2022/12/26
pancreatic ductal adenocarcinoma  lymph node metastasis  radiomics  nomogram  computed tomography  
Convolutional-de-convolutional neural networks for recognition of surgical workflow 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 10
作者:  Chen, Yu-wen;  Zhang, Ju;  Wang, Peng;  Hu, Zheng-yu;  Zhong, Kun-hua
收藏  |  浏览/下载:45/0  |  提交时间:2022/12/26
neural networks  convolutional-de-convolutional  transfer learning  surgical workflow  deep learning  
Symmetry and Nonnegativity-Constrained Matrix Factorization for Community Detection 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 9, 页码: 1691-1693
作者:  Liu, Zhigang;  Yuan, Guangxiao;  Luo, Xin
收藏  |  浏览/下载:91/0  |  提交时间:2022/10/14
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 卷号: 15, 期号: 5, 页码: 2809-2823
作者:  Luo, Xin;  Zhou, Yue;  Liu, Zhigang;  Hu, Lun;  Zhou, MengChu
收藏  |  浏览/下载:78/0  |  提交时间:2022/12/26
Computational modeling  Acceleration  Sparse matrices  Adaptation models  Training  Data models  Convergence  Services computing  service application  big data  latent factor analysis  non-negative latent factor model  high-dimensional and sparse matrix  recommender system  missing data  
A Kalman-Filter-Incorporated Latent Factor Analysis Model for Temporally Dynamic Sparse Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 14
作者:  Yuan, Ye;  Luo, Xin;  Shang, Mingsheng;  Wang, Zidong
收藏  |  浏览/下载:63/0  |  提交时间:2022/08/22
Quality of service  Data models  Kalman filters  Estimation  Computational modeling  Web services  Heuristic algorithms  Alternating least squares (ALSs)  computational intelligence  data science  dynamic latent factor analysis (LFA)  dynamics  intelligent computing  Kalman filter  temporal pattern  Web service  
Targeted delivery and enhanced uptake of chemo-photodynamic nanomedicine for melanoma treatment 期刊论文
ACTA BIOMATERIALIA, 2022, 卷号: 147, 页码: 356-365
作者:  Huang, Xiaobei;  Mu, Ning;  Ding, Yuanfu;  Lam, Hou Wang;  Yue, Ludan;  Gao, Cheng;  Chen, Tunan;  Yuan, Zhen;  Wang, Ruibing
收藏  |  浏览/下载:40/0  |  提交时间:2022/08/22
Photodynamic-chemotherapeutic therapy  Pt(IV) prodrug  Charge -reversal  Targeted drug delivery  Controlled drug release  
A Multilayered-and-Randomized Latent Factor Model for High-Dimensional and Sparse Matrices 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 3, 页码: 784-794
作者:  Yuan, Ye;  He, Qiang;  Luo, Xin;  Shang, Mingsheng
收藏  |  浏览/下载:75/0  |  提交时间:2022/08/22
Computational modeling  Sparse matrices  Big Data  Data models  Stochastic processes  Training  Software algorithms  Big data  latent factor analysis  generally multilayered structure  deep forest  multilayered extreme learning machine  randomized-learning  high-dimensional and sparse matrix  stochastic gradient descent  randomized model  
Large-Scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 2, 页码: 420-431
作者:  Shi, Xiaoyu;  He, Qiang;  Luo, Xin;  Bai, Yanan;  Shang, Mingsheng
收藏  |  浏览/下载:71/0  |  提交时间:2022/08/22
Recommender systems  Training  Optimization  Big Data  Cloud computing  Computational modeling  Sparse matrices  Recommender system  latent factor analysis  high-dimensional and sparse matrices  alternative stochastic gradient descent  distributed computing  
MoS2/CoFe2O4 heterojunction for boosting photogenerated carrier separation and the dominant role in enhancing peroxymonosulfate activation 期刊论文
CHEMICAL ENGINEERING JOURNAL, 2022, 卷号: 433, 页码: 12
作者:  Feng, Shan;  Yu, Minggao;  Xie, Taiping;  Li, Tao;  Kong, Deshun;  Yang, Junwei;  Cheng, Chunlan;  Chen, Houyang;  Wang, Jiankang
收藏  |  浏览/下载:70/0  |  提交时间:2022/08/22
MoS2  PMS activation  Photocatalysis  Norfloxacin degradation  CoFe2O4