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Automatic diagnosis (AD), a critical application of AI in healthcare, employs machine learning techniques to assist doctors in gathering patient symptom information for precise disease diagnosis.
Kangenbei Liao, Qianlong Liu, Zhongyu Wei, Baolin Peng, Qin Chen, Weijian Sun, and Xuanjing Huang. 2020 · 2004
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Health workforce requirements for universal health coverage and the sustainable development goals
World Health Organization. 2016 · 2016
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Proximal Policy Optimization Algorithms
John Schulman, Filip Wolski, Prafulla Dhariwal, Alec Radford, and Oleg Klimov. 2017 · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Context-aware symptom checking for disease diagnosis using hierarchical reinforcement learning
Hao-Cheng Kao, Kai-Fu Tang, and Edward Chang. 2018 · 2018
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Refuel: Exploring sparse features in deep reinforcement learning for fast disease diagnosis
Yu-Shao Peng, Kai-Fu Tang, Hsuan-Tien Lin, and Edward Chang. 2018 · 2018
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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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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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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
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Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 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
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Generative adversarial regularized mutual information policy gradient framework for automatic diagnosis
Yuan Xia, Jingbo Zhou, Zhenhui Shi, Chao Lu, and Haifeng Huang. 2020 · 2020
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Simcse: Simple contrastive learning of sentence embeddings
Tianyu Gao, Xingcheng Yao, and Danqi Chen. 2021 · 2021
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Diaformer: Automatic diagnosis via symptoms sequence generation
Junying Chen, Dongfang Li, Qingcai Chen, Wenxiu Zhou, and Xin Liu. 2022 · 2022
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Hierarchical reinforcement learning for automatic disease diagnosis
Cheng Zhong, Kangenbei Liao, Wei Chen, Qianlong Liu, Baolin Peng, Xuanjing Huang, Jiajie Peng, and Zhongyu Wei. 2022 · 2022
Later among the works it cites.
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