| 期刊論文1. | Webster, A. C.、Nagler, E. V.、Morton, R. L.、Masson, P.(2017)。Chronic kidney disease。The Lancet,389(10075),1238-1252。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 2. | Read, J.、Pfahringer, B.、Holmes, G.、Frank, E.(2011)。Classifier chains for multi-label classification。Machine Learning,85(3),333-359。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 3. | Bowe, B.、Xie, Y.、Xu, E.、Al-Aly, Z.(2021)。Kidney Outcomes in Long COVID。Journal of the American Society of Nephrology,32(11),2851-2862。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 4. | Flythe, J. E.、Xue, H.、Lynch, K. E.、Curhan, G. C.、Brunelli, S. M.(2015)。Association of mortality risk with various definitions of intradialytic hypotension。Journal of the American Society of Nephrology,26(3),724-734。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 5. | Gomez-Pulido, J. A.、Gomez-Pulido, J. M.、Rodriguez-Puyol, D.、Polo-Luque, M. L.、Vargas-Lombardo, M.(2021)。Predicting the Appearance of Predicting the Appearance of Hypotension During Hemodialysis Sessions Using Machine Learning Classifiers。International Journal of Environmental Research and Public Health,18(5)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 6. | Guha, S.、Kumar, S.(2018)。Emergence of Big Data Research in Operations Management, Information Systems, and Healthcare: Past Contributions and Future Roadmap。Production and Operations Management,27(9),1724-1735。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 7. | Gul, A.、Miskulin, D.、Harford, A.、Zager, P.(2016)。Intradialytic hypotensio。Curr Opin Nephrol Hypertens,25(6),545-550。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 8. | Huang, J. C.、Tsai, Y. C.、Wu, P. Y.、Lien, Y. H.、Chien, C. Y.、Kuo, C. F.、Hung, J. F.、Chen, S. C.、Kuo, C. H.(2020)。Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method。Comput Methods Programs Biomed,195。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 9. | Keane, D. F.、Raimann, J. G.、Zhang, H.、Willetts, J.、Thijssen, S.、Kotanko, P.(2021)。The time of onset of intradialytic hypotension during a hemodialysis session associates with clinical parameters and mortality。Kidney International,99(6),1408-1417。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 10. | Kotanko, P.、Garg, A. X.、Depner, T.、Pierratos, A.、Chan, C. T.、Levin, N. W.、Greene, T.、Larive, B.、Beck, G. J.、Gassman, J.、Kliger, A. S.、Stokes, J. B.(2015)。High Blood Pressure in Dialysis Patients: Cause, Pathophysiology, Influence on Morbidity, Mortality and Management。Hemodialysis International,19,386-401。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 11. | Lee, H.、Yun, D.、Yoo, J.、Yoo, K.、Kim, Y. C.、Kim, D. K.、Oh, K.、Joo, K. W.、Kim, Y. S.、Kwal, N.、Han, S. S.(2021)。Deep Learning Model for Real-Time Prediction of Intradialytic Hypotension.。Clinical Journal of the American Society of Nephrology,16(3),396-406。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 12. | Lin, C. J.、Chen, Y. Y.、Pan, C. F.、Wu, V.、Wu, C. J.(2019)。Dataset supporting blood pressure prediction for the management of chronic hemodialysis。Scientific Data,6(1)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 13. | Lin, Y.-C.、Lin, Y.-C.、Peng, C.-C.、Chen, K.-C.、Chen, H.-H.、Fang, T.-C.、Sung, S.-Y.(2018)。Effects of Cholesterol Levels on Mortality in Patients with Long-Term Peritoneal Dialysis Based on Residual Renal Function。Nutrients,10(3)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 14. | Liu, Y. S.、Yang, C. Y.、Chiu, P. F.、Lin, H. C.、Lo, C. C.、Lai, A. S.、Chang, C.、Lee, O. K.(2021)。Machine Learning Analysis of Time-Dependent Features for Predicting Adverse Events During Hemodialysis Therapy: Model Development and Validation Study。Journal of Medical Internet Research,23(9)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 15. | Maxwell, A.、Li, R.、Yang, B.、Weng, H.、Ou, A.、Hong, H.、Zhou, Z.、Gong, P.、Zhang, C.(2017)。Deep learning architectures for multi-label classification of intelligent health risk prediction。BMC Bioinformatics,18(Suppl 14)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 16. | Pliakos, K.、Geurts, P.、Vens, C.(2018)。Global multi-output decision trees for interaction prediction。Machine Learning,107(8-10),1257-1281。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 17. | Pliakos, K.、Vens, C.、Tsoumakas, G.(2021)。Predicting Drug-Target Interactions With Multi-Label Classification and Label Partitioning。IEEE/ACM Transactions on Computational Biology and Bioinformatics,18(4),1596-1607。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 18. | Reilly, R. F.(2014)。Attending Rounds: A Patient with Intradialytic Hypotension。Clinical Journal of the American Society of Nephrology,9(4),798-803。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 19. | Sands, J. J.、Usvyat, L.A.、Sullivan, T.、Segal, J. H.、Zabetakis, P.、Kotanko, P.、Maddux, F. W.、Diaz-Buxo, J. A.(2014)。Intradialytic hypotension: frequency, sources of variation and correlation with clinical outcome。Hemodialysis international,18(2),415-422。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 20. | Stefánsson, B. V.、Brunelli, S. M.、Cabrera, C.、Rosenbaum, D.、Anum, E.、Ramakrishnan, K.、Jensen, D. E.、Stalhammar, N. O.(2014)。Intradialytic hypotension and risk of cardiovascular disease。Clinical Journal of the American Society of Nephrology,9(12),2124-2132。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 21. | Zhang, M.-L.、Zhou, Z.-H.(2014)。A Review on Multi-Label Learning Algorithms。IEEE Transactions on Knowledge and Data Engineering,26(8),1819-1837。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 22. | Zhou, L.、Zheng, X.、Yang, D.、Wang, Y.、Bai, X.、Ye, X.(2021)。Application of multi-label classification models for the diagnosis of diabetic complications。BMC Medical Informatics and Decision Making,21(1)。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 23. | Zou, Q.、Qu, K.、Luo, Y.、Yin, D.、Ju, Y.、Tang, H.(2018)。Predicting Diabetes Mellitus With Machine Learning Techniques。Frontiers in Genetics,9。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | 其他1. | USRDS(2020)。End Stage Renal Disease: Chapter 11 International Comparisons,https://adr.usrds.org/2020/end-stage-renal-disease/11-international-comparisons。 ![](/gs32/thssjcncl/image/nclsfx.gif) ![new window](/gs32/images/newin.png) | |