Yuanfang Ren
Yuanfang Ren
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Convolutional deep belief networks for feature extraction of EEG signal
Y Ren, Y Wu
2014 International joint conference on neural networks (IJCNN), 2850-2853, 2014
An efficient algorithm for high-dimensional function optimization
Y Ren, Y Wu
Soft Computing 17, 995-1004, 2013
Performance of a machine learning algorithm using electronic health record data to predict postoperative complications and report on a mobile platform
Y Ren, TJ Loftus, S Datta, MM Ruppert, Z Guan, S Miao, B Shickel, Z Feng, ...
JAMA network open 5 (5), e2211973-e2211973, 2022
Ideal algorithms in healthcare: explainable, dynamic, precise, autonomous, fair, and reproducible
TJ Loftus, PJ Tighe, T Ozrazgat-Baslanti, JP Davis, MM Ruppert, Y Ren, ...
PLOS digital health 1 (1), e0000006, 2022
Phenotype clustering in health care: a narrative review for clinicians
TJ Loftus, B Shickel, JA Balch, PJ Tighe, KL Abbott, B Fazzone, ...
Frontiers in artificial intelligence 5, 842306, 2022
Reinforcement learning in surgery
S Datta, Y Li, MM Ruppert, Y Ren, B Shickel, T Ozrazgat-Baslanti, ...
Surgery 170 (1), 329-332, 2021
Artificial intelligence-enabled decision support in nephrology
TJ Loftus, B Shickel, T Ozrazgat-Baslanti, Y Ren, BS Glicksberg, J Cao, ...
Nature Reviews Nephrology 18 (7), 452-465, 2022
Shortest path counting in probabilistic biological networks
Y Ren, A Ay, T Kahveci
BMC bioinformatics 19, 1-19, 2018
Association of persistent acute kidney injury and renal recovery with mortality in hospitalised patients
T Ozrazgat-Baslanti, TJ Loftus, Y Ren, E Adiyeke, S Miao, ...
BMJ Health & Care Informatics 28 (1), 2021
A co-training algorithm for EEG classification with biomimetic pattern recognition and sparse representation
Y Ren, Y Wu, Y Ge
Neurocomputing 137, 212-222, 2014
Pattern discovery in multilayer networks
Y Ren, A Sarkar, P Veltri, A Ay, A Dobra, T Kahveci
IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (2 …, 2021
Advances in artificial intelligence and deep learning systems in ICU-related acute kidney injury
T Ozrazgat-Baslanti, TJ Loftus, Y Ren, MM Ruppert, A Bihorac
Current opinion in critical care 27 (6), 560-572, 2021
Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks
B Shickel, B Silva, T Ozrazgat-Baslanti, Y Ren, K Khezeli, Z Guan, ...
Frontiers in Digital Health 4, 1029191, 2022
Finding conserved patterns in multilayer networks
Y Ren, A Sarkar, A Ay, A Dobra, T Kahveci
Proceedings of the 10th ACM International Conference on Bioinformatics …, 2019
Digital Health Transformers and Opportunities for Artificial Intelligence–Enabled Nephrology
B Shickel, TJ Loftus, Y Ren, P Rashidi, A Bihorac, T Ozrazgat-Baslanti
Clinical Journal of the American Society of Nephrology 18 (4), 527-529, 2023
Machine learning–enabled clinical information systems using fast healthcare interoperability resources data standards: scoping review
JA Balch, MM Ruppert, TJ Loftus, Z Guan, Y Ren, GR Upchurch, ...
JMIR Medical Informatics 11, e48297, 2023
Early biomarker signatures in surgical sepsis
R Madushani, V Patel, T Loftus, Y Ren, HJ Li, L Velez, Q Wu, L Adhikari, ...
Journal of Surgical Research 277, 372-383, 2022
A new algorithm for counting independent motifs in probabilistic networks
A Sarkar, Y Ren, R Elhesha, T Kahveci
IEEE/ACM transactions on computational biology and bioinformatics 16 (4 …, 2018
EAMCD: an efficient algorithm based on minimum coupling distance for community identification in complex networks
GD Zhao, Y Wu, YF Ren, M Zhu
The European Physical Journal B 86, 1-12, 2013
A deep learning–based dynamic model for predicting acute kidney injury risk severity in postoperative patients
E Adiyeke, Y Ren, MM Ruppert, B Shickel, SL Kane-Gill, R Murugan, ...
Surgery 174 (3), 709-714, 2023
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