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Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 87, 页码: 13
作者:  Yan, Rui;  Shen, Yijun;  Zhang, Xueyuan;  Xu, Peihang;  Wang, Jun;  Li, Jintao;  Ren, Fei;  Ye, Dingwei;  Zhou, S. Kevin
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Bladder cancer  Contrastive learning  Gene mutation prediction  Histopathological image analysis  Multiple instance learning  
Nuclei-Guided Network for Breast Cancer Grading in HE-Stained Pathological Images 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 11, 页码: 15
作者:  Yan, Rui;  Ren, Fei;  Li, Jintao;  Rao, Xiaosong;  Lv, Zhilong;  Zheng, Chunhou;  Zhang, Fa
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
breast cancer grading  histopathological image  nuclei segmentation  convolutional neural network  attention mechanism  
Distributed machine learning load balancing strategy in cloud computing services 期刊论文
WIRELESS NETWORKS, 2020, 卷号: 26, 期号: 8, 页码: 5517-5533
作者:  Li, Mingwei;  Zhang, Jilin;  Wan, Jian;  Ren, Yongjian;  Zhou, Li;  Wu, Baofu;  Yang, Rui;  Wang, Jue
收藏  |  浏览/下载：286/0  |  提交时间：2020/12/10
Mobile service computing  Cloud service  Distributed machine learning  Load balancing  Adaptive fast reassignment  
Breast cancer histopathological image classification using a hybrid deep neural network 期刊论文
METHODS, 2020, 卷号: 173, 页码: 52-60
作者:  Yan, Rui;  Ren, Fei;  Wang, Zihao;  Wang, Lihua;  Zhang, Tong;  Liu, Yudong;  Rao, Xiaosong;  Zheng, Chunhou;  Zhang, Fa
收藏  |  浏览/下载：47/0  |  提交时间：2020/12/10
Breast cancer  Histopathological images  Image classification  Deep neural network  Dataset  
HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 6, 页码: 1167-1184
作者:  Ren, Rui;  Cheng, Jiechao;  He, Xi-Wen;  Wang, Lei;  Zhan, Jian-Feng;  Gao, Wan-Ling;  Luo, Chun-Jie
收藏  |  浏览/下载：41/0  |  提交时间：2020/12/10
Big Data system  spatio-temporal correlation  rule-based diagnosis  machine learning  
A market-oriented incentive mechanism for emergency demand response in colocation data centers 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2019, 卷号: 22, 页码: 13-25
作者:  Wang, Youshi;  Zhang, Fa;  Chi, Ce;  Ren, Shaolei;  Liu, Fangming;  Wang, Rui;  Liu, Zhiyong
收藏  |  浏览/下载：83/0  |  提交时间：2019/08/16
Approximation algorithm  Colocation data center  Energy efficiency  Incentive mechanism  Truthfulnessa  
An electricity consumption model for synthesizing scalable electricity load curves 期刊论文
ENERGY, 2019, 卷号: 169, 页码: 674-683
作者:  Huang, Yunyou;  Zhan, Jianfeng;  Luo, Chunjie;  Wang, Lei;  Wang, Nana;  Zheng, Daoyi;  Fan, Fanda;  Ren, Rui
收藏  |  浏览/下载：219/0  |  提交时间：2019/08/16
Data acquisition  Data models  Veracity-preserving model  Data synthesis  High-order Markov chain  Scalable electricity load curves  
Trends on Methods for Prediction of Tandem Mass Spectra of Peptides 期刊论文
PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS, 2019, 卷号: 46, 期号: 2, 页码: 169-180
作者:  Zhou Xie-Xuan;  Ren Rui;  Gao Wan-Ling;  Huang Yun-You;  Zeng Wen-Feng;  Kong De-Fei;  Hao Tian-Shu;  Zhang Zhi-Fei;  Zhan Jian-Feng
收藏  |  浏览/下载：236/0  |  提交时间：2019/04/03
mass spectrometry  proteomics  mobile proton model  machine learning  deep learning  
Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 15590-15611
作者:  Zhang, Zhifei;  Gao, Wanling;  Zhang, Fan;  Huang, Yunyou;  Dai, Shaopeng;  Fan, Fanda;  Zhan, Jianfeng;  Du, Mengjia;  Yin, Silin;  Xiong, Longxin;  Du, Juan;  Cheng, Yumei;  Zhou, Xiexuan;  Ren, Rui;  Wang, Lei;  Ye, Hainan
收藏  |  浏览/下载：72/0  |  提交时间：2019/04/03
Big medical data  quantified self  disease classification  disease diagnosis  drug discovery  publicly available data  benchmarks  algorithms  systems  multi-disciplinary collaboration