| Opportunities and obstacles for deep learning in biology and medicine T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Journal of The Royal Society Interface 15 (141), 20170387, 2018 | 1577 | 2018 |
| A machine learning-based framework to identify type 2 diabetes through electronic health records T Zheng, W Xie, L Xu, X He, Y Zhang, M You, G Yang, Y Chen International journal of medical informatics 97, 120-127, 2017 | 305 | 2017 |
| SecureMA: protecting participant privacy in genetic association meta-analysis W Xie, M Kantarcioglu, WS Bush, D Crawford, JC Denny, R Heatherly, ... Bioinformatics 30 (23), 3334-3341, 2014 | 54 | 2014 |
| Inferring clinical workflow efficiency via electronic medical record utilization Y Chen, W Xie, CA Gunter, D Liebovitz, S Mehrotra, H Zhang, B Malin AMIA annual symposium proceedings 2015, 416, 2015 | 45 | 2015 |
| Supporting regularized logistic regression privately and efficiently W Li, H Liu, P Yang, W Xie PloS one 11 (6), e0156479, 2016 | 35 | 2016 |
| A novel transfer learning method based on common space mapping and weighted domain matching RZ Liang, W Xie, W Li, H Wang, JJY Wang, L Taylor Tools with Artificial Intelligence (ICTAI), 2016 IEEE 28th International …, 2016 | 31 | 2016 |
| Privlogit: Efficient privacy-preserving logistic regression by tailoring numerical optimizers W Xie, Y Wang, SM Boker, DE Brown arXiv preprint arXiv:1611.01170, 2016 | 24 | 2016 |
| Opportunities and obstacles for deep learning in biology and medicine. JR Soc Interface. 2018; 15 (141) T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Epub 2018/04/06. https://doi. org/10.1098/rsif. 2017.0387 PMID: 29618526, 2017 | 14 | 2017 |
| Mega-analysis of odds ratio: a convergent method for a deep understanding of the genetic evidence in schizophrenia P Jia, X Chen, W Xie, KS Kendler, Z Zhao Schizophrenia Bulletin 45 (3), 698-708, 2019 | 12 | 2019 |
| Opportunities And Obstacles For Deep Learning In Biology And Medicine. bioRxiv [Internet]. 2017 T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... | 10 | |
| Talking About My Care: Detecting Mentions of Hormonal Therapy Adherence Behavior in an Online Breast Cancer Community. Z Yin, W Xie, BA Malin Proceedings of American Medical Informatics Association (AMIA) Annual Symposium, 2017 | 9 | 2017 |
| Privacy Leaks and Efficient Countermeasures for Human Genetics and Machine Learning W Xie | | 2018 |
Bradley MalinAccenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, Vanderbilt在 vanderbilt.edu 的电子邮件经过验证
