Firat Tiryaki

According to our database, Firat Tiryaki authored at least 9 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Simple Recurrent Neural Networks is all we need for clinical events predictions using EHR data.

Laila Rasmy, Jie Zhu, Zhiheng Li, Xin Hao, Hong Thoai Tran, Yujia Zhou, Firat Tiryaki, Yang Xiang, Hua Xu, Degui Zhi

CoRR, 2021

2020

A study of deep learning approaches for medication and adverse drug event extraction from clinical text.

Qiang Wei, Zongcheng Ji, Zhiheng Li, Jingcheng Du, Jingqi Wang, Jun Xu, Yang Xiang, Firat Tiryaki, Stephen Wu, Yaoyun Zhang, Cui Tao, Hua Xu

J. Am. Medical Informatics Assoc., 2020

Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies.

Laila Rasmy, Firat Tiryaki, Yujia Zhou, Yang Xiang, Cui Tao, Hua Xu, Degui Zhi

J. Am. Medical Informatics Assoc., 2020

2019

Parsing clinical text using the state-of-the-art deep learning based parsers: a systematic comparison.

Yaoyun Zhang, Firat Tiryaki, Min Jiang, Hua Xu

BMC Medical Informatics Decis. Mak., 2019

Time-sensitive clinical concept embeddings learned from large electronic health records.

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

BMC Medical Informatics Decis. Mak., 2019

Relation Extraction from Clinical Narratives Using Pre-trained Language Models.

Qiang Wei, Zongcheng Ji, Yuqi Si, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Stephen Wu, Cui Tao, Kirk Roberts, Hua Xu

Proceedings of the AMIA 2019, 2019

2018

DataMed - an open source discovery index for finding biomedical datasets.

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

J. Am. Medical Informatics Assoc., 2018

Parsing Clinical Text: How Good are the state-of-the-art Deep Learning Based Parsers?

Yaoyun Zhang, Firat Tiryaki, Min Jiang, Hua Xu

Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018

Detecting Anatomical Entities in Clinical Text.

Jun Xu, Yaoyun Zhang, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Hua Xu

Proceedings of the AMIA 2018, 2018