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Prediction models for postoperative delirium in elderly patients with machine-learning algorithms and SHapley Additive exPlanations 期刊论文
TRANSLATIONAL PSYCHIATRY, 2024, 卷号: 14, 期号: 1, 页码: 8
作者:  Song, Yuxiang;  Zhang, Di;  Wang, Qian;  Liu, Yuqing;  Chen, Kunsha;  Sun, Jingjia;  Shi, Likai;  Li, Baowei;  Yang, Xiaodong;  Mi, Weidong;  Cao, Jiangbei
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15494-15511
作者:  Yang, Zhiyong;  Xu, Qianqian;  Hou, Wenzheng;  Bao, Shilong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20
Optimization  Training  Perturbation methods  Machine learning  Receivers  Machine learning algorithms  Linear programming  AUC Optimization  adversarial learning  machine learning  
AUC-Oriented Domain Adaptation: From Theory to Algorithm 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14161-14174
作者:  Yang, Zhiyong;  Xu, Qianqian;  Bao, Shilong;  Wen, Peisong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
AUC-oriented Learning  domain adaptation  machine learning  
Optimizing Two-Way Partial AUC With an End-to-End Framework 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 10228-10246
作者:  Yang, Zhiyong;  Xu, Qianqian;  Bao, Shilong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
AUC Optimization  machine learning  partial AUC  
Learning With Multiclass AUC: Theory and Algorithms 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11, 页码: 7747-7763
作者:  Yang, Zhiyong;  Xu, Qianqian;  Bao, Shilong;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
AUC optimization  machine learning  
Comparison of logistic regression and machine learning methods for predicting postoperative delirium in elderly patients: A retrospective study 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2022, 页码: 10
作者:  Song, Yu-Xiang;  Yang, Xiao-Dong;  Luo, Yun-Gen;  Ouyang, Chun-Lei;  Yu, Yao;  Ma, Yu-Long;  Li, Hao;  Lou, Jing-Sheng;  Liu, Yan-Hong;  Chen, Yi-Qiang;  Cao, Jiang-Bei;  Mi, Wei-Dong
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
aged  delirium  machine learning  nomograms  risk assessment  
Machine Learning in Preoperative Prediction of Postoperative Immediate Remission of Histology-Positive Cushing's Disease 期刊论文
FRONTIERS IN ENDOCRINOLOGY, 2021, 卷号: 12, 页码: 9
作者:  Zhang, Wentai;  Sun, Mengke;  Fan, Yanghua;  Wang, He;  Feng, Ming;  Zhou, Shaohua;  Wang, Renzhi
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/01
Cushing’  s disease  machine learning  transsphenoidal surgery  preoperative prediction  immediate remission  
A P53-related microRNA model for predicting the prognosis of hepatocellular carcinoma patients 期刊论文
JOURNAL OF CELLULAR PHYSIOLOGY, 2019, 页码: 10
作者:  Fang, Shuang-Sang;  Guo, Jin-Cheng;  Zhang, Jian-Hua;  Liu, Jin-Na;  Hong, Shuai;  Yu, Bo;  Gao, Yuhan;  Hu, Su-Pei;  Liu, Hai-Zhong;  Sun, Liang;  Zhao, Yi
收藏  |  浏览/下载：78/0  |  提交时间：2019/12/10
hepatocellular carcinoma  microRNA  prognostic model  survival  
A novel multidimensional signature predicts prognosis in hepatocellular carcinoma patients 期刊论文
JOURNAL OF CELLULAR PHYSIOLOGY, 2019, 卷号: 234, 期号: 7, 页码: 11610-11619
作者:  Wang, Song;  Zhang, Jian-Hua;  Wang, Huan;  Yang, Lu;  Hong, Shuai;  Yu, Bo;  Guo, Jin-Cheng;  Liu, Jing;  Zhu, Yan-Bing
收藏  |  浏览/下载：249/0  |  提交时间：2019/08/16
hepatocellular carcinoma  microRNAs  prognostic  protein-coding genes  signature  
Lysine Malonylation Identification in E-coli with Multiple Features 期刊论文
CURRENT PROTEOMICS, 2019, 卷号: 16, 期号: 3, 页码: 166-174
作者:  Xu, Yan;  Yang, Yingxi;  Wang, Hui;  Shao, Yuanhai
收藏  |  浏览/下载：66/0  |  提交时间：2019/04/03
Malonylation  support vector machine  post translational modification  E. coli  Receive Operating Character (ROC)  Prokaryotes