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2020 – today
- 2021
[i1]Laila Rasmy
, Jie Zhu, Zhiheng Li, Xin Hao, Hong Thoai Tran, Yujia Zhou, Firat Tiryaki, Yang Xiang, Hua Xu, Degui Zhi:
Simple Recurrent Neural Networks is all we need for clinical events predictions using EHR data. CoRR abs/2110.00998 (2021)- 2020
- [j5]Qiang Wei, Zongcheng Ji, Zhiheng Li, Jingcheng Du, Jingqi Wang, Jun Xu, Yang Xiang, Firat Tiryaki, Stephen Wu, Yaoyun Zhang, Cui Tao, Hua Xu:
A study of deep learning approaches for medication and adverse drug event extraction from clinical text. J. Am. Medical Informatics Assoc. 27(1): 13-21 (2020) - [j4]Laila Rasmy, Firat Tiryaki, Yujia Zhou, Yang Xiang, Cui Tao, Hua Xu, Degui Zhi:
Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies. J. Am. Medical Informatics Assoc. 27(10): 1593-1599 (2020)
2010 – 2019
- 2019
- [j3]Yang Xiang, Jun Xu, Yuqi Si, Zhiheng Li, Laila Rasmy, Yujia Zhou, Firat Tiryaki, Fang Li, Yaoyun Zhang, Yonghui Wu, Xiaoqian Jiang, W. Jim Zheng, Degui Zhi, Cui Tao, Hua Xu:
Time-sensitive clinical concept embeddings learned from large electronic health records. BMC Medical Informatics Decis. Mak. 19-S(2): 139-148 (2019) - [j2]Yaoyun Zhang, Firat Tiryaki, Min Jiang, Hua Xu:
Parsing clinical text using the state-of-the-art deep learning based parsers: a systematic comparison. BMC Medical Informatics Decis. Mak. 19-S(3): 51-58 (2019) - [c3]Qiang Wei, Zongcheng Ji, Yuqi Si, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Stephen Wu, Cui Tao, Kirk Roberts, Hua Xu:
Relation Extraction from Clinical Narratives Using Pre-trained Language Models. AMIA 2019 - 2018
- [j1]Xiaoling Chen, Anupama E. Gururaj, Ibrahim Burak Özyurt, Ruiling Liu, Ergin Soysal, Trevor Cohen, Firat Tiryaki, Yueling Li, Nansu Zong, Min Jiang, Deevakar Rogith, Mandana Salimi, Hyeon-Eui Kim, Philippe Rocca-Serra, Alejandra N. González-Beltrán, Claudiu Farcas, Todd Johnson, Ronald Margolis, George Alter, Susanna-Assunta Sansone, Ian Fore, Lucila Ohno-Machado, Jeffrey S. Grethe, Hua Xu:
DataMed - an open source discovery index for finding biomedical datasets. J. Am. Medical Informatics Assoc. 25(3): 300-308 (2018) - [c2]Jun Xu, Yaoyun Zhang, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Hua Xu:
Detecting Anatomical Entities in Clinical Text. AMIA 2018 - [c1]Yaoyun Zhang, Firat Tiryaki, Min Jiang, Hua Xu:
Parsing Clinical Text: How Good are the state-of-the-art Deep Learning Based Parsers? ICHI Workshops 2018: 80-81
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