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Medical dialogue systems (MDS) enhance patient-physician communication, improve healthcare accessibility, and reduce costs.
Rouge: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
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Inquire and diagnose: Neural symptom checking ensemble using deep reinforcement learning
Kai-Fu Tang, Hao-Cheng Kao, Chun-Nan Chou, and Edward Y Chang. 2016 · 2016
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Task-oriented dialogue system for automatic diagnosis
Zhongyu Wei, Qianlong Liu, Baolin Peng, Huaixiao Tou, Ting Chen, Xuan-Jing Huang, Kam-Fai Wong, and Xiang Dai. 2018 · 2018
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Texygen: A benchmarking platform for text generation models
Yaoming Zhu, Sidi Lu, Lei Zheng, Jiaxian Guo, Weinan Zhang, Jun Wang, and Yong Yu. 2018 · 2018
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Enhancing dialogue symptom diagnosis with global attention and symptom graph
Xinzhu Lin, Xiahui He, Qin Chen, Huaixiao Tou, Zhongyu Wei, and Ting Chen. 2019 · 2019
Cited alongside, same era.
End-to-end knowledge-routed relational dialogue system for automatic diagnosis
Lin Xu, Qixian Zhou, Ke Gong, Xiaodan Liang, Jianheng Tang, and Liang Lin. 2019 · 2019
Cited alongside, same era.
Meddialog: Large-scale medical dialogue datasets
Guangtao Zeng, Wenmian Yang, Zeqian Ju, Yue Yang, Sicheng Wang, Ruisi Zhang, Meng Zhou, Jiaqi Zeng, Xiangyu Dong, Ruoyu Zhang, et al. 2020 · 2020
Cited alongside, same era.
Graph-evolving meta-learning for low-resource medical dialogue generation
Shuai Lin, Pan Zhou, Xiaodan Liang, Jianheng Tang, Ruihui Zhao, Ziliang Chen, and Liang Lin. 2021 · 2021
Cited alongside, same era.
An empirical study of clinical note generation from doctor-patient encounters
Asma Ben Abacha, Wen-wai Yim, Yadan Fan, and Thomas Lin. 2023 · 2023
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Mimic-iv, a freely accessible electronic health record dataset
Alistair EW Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J Pollard, Sicheng Hao, Benjamin Moody, Brian Gow, et al. 2023 · 2023
Later among the works it cites.
Knowledge graph assisted end-to-end medical dialog generation
Deeksha Varshney, Aizan Zafar, Niranshu Kumar Behera, and Asif Ekbal. 2023 · 2023
Later among the works it cites.
Notechat: A dataset of synthetic doctor-patient conversations conditioned on clinical notes
Junda Wang, Zonghai Yao, Zhichao Yang, Huixue Zhou, Rumeng Li, Xun Wang, Yucheng Xu, and Hong Yu. 2023 · 2023
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