publications

publications in reversed chronological order

2022

  1. NeurIPS
    Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors’ Reasoning with Deep Reinforcement Learning
    Arsene Fansi Tchango, Rishab Goel, Julien Martel, and 3 more authors
    Thirty-sixth Conference on Neural Information Processing Systems, 2022
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  2. NeurIPS Dataset
    DDXPlus: A new Dataset for Medical Automatic Diagnosis
    Arsene Fansi Tchango, Rishab Goel, Zhi Wen, and 2 more authors
    Thirty-sixth Conference on Neural Information Processing Systems Datasets and Benchmarks Track, 2022
    Standard benchmark for medical LLM agents, used in Agentic Context Engineering (ICLR 2026), MediQ (NeurIPS 2024), StreamBench (NeurIPS 2024), and Chain-of-Diagnosis (ACL 2024).
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  3. STAR
    EpiTopics: A dynamic machine learning model to predict and inform non-pharmacological public health interventions from global news reports
    Zhi Wen, Jingfu Zhang, Guido Powell, and 3 more authors
    STAR Protocols, 2022
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  4. Patterns
    Inferring global-scale temporal latent topics from news reports to predict public health interventions for COVID-19
    Zhi Wen, Guido Powell, Imane Chafi, and 2 more authors
    Patterns, 2022
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2021

  1. Plos ONE
    Mining heterogeneous clinical notes by multi-modal latent topic model
    Zhi Wen, Pratheeksha Nair, Chih-Ying Deng, and 5 more authors
    Plos one, 2021
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2020

  1. EMNLP Workshop
    MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining
    Zhi Wen, Xing Han Lu, and Siva Reddy
    In Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020
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  2. Nat. Commun.
    Inferring multimodal latent topics from electronic health records
    Yue Li, Pratheeksha Nair, Xing Han Lu, and 8 more authors
    Nature communications, 2020
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  3. ACM-BCB
    Global Surveillance of COVID-19 by mining news media using a multi-source dynamic embedded topic model
    Yue Li, Pratheeksha Nair, Zhi Wen, and 5 more authors
    In Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, 2020
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2018

  1. Non-invasive Method for Elevator’s Movement Monitoring Based on MEMS Sensor and Kalman Filter
    Zhi Wen, Zihao Fu, Yining Gao, and 4 more authors
    In 2018 14th IEEE International Conference on Signal Processing (ICSP), 2018
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