Qiao Jin

5607 Baum Boulevard · Pittsburgh, PA 15206 · (412) 628-7086 · jinqiao.andy@gmail.com

I am a fifth year M.D. candidate at School of Medicine, Tsinghua University, currently visiting Department of Biomedical Informatics, University of Pittsburgh. I am interested in deep learning for biomedical natural language processing. My advisor is Prof. Xinghua Lu and I am also supervised by Prof. Lu's collaborator Prof. William Cohen at CMU. I worked with Prof. Xuegong Zhang at Tsinghua University.

My dream is to create AGI in biomedicine, which will empower human doctors and researchers with the Unreasonable Effectiveness of Data. I also dream of contributing to the revolution of medical education in the era of AI. Moreover, I have an enthusiasm for democratizing medicine, i.e., making the medical knowledge, resources and techniques available to everyone that needs them.

Last modified: April 11, 2019

Education

Tsinghua University

Bachelor of Science, Doctor of Medicine
Clinical Medicine

Overall GPA 93.27/100, Rank 1/32

August 2014 - Present

Papers & Patents

  1. Deep Contextualized Biomedical Abbreviation Expansion [arXiv] [pdf]
    Qiao Jin, Jinling Liu and Xinghua Lu
    ACL BioNLP, 2019
  2. Probing Biomedical Embeddings from Language Models [arXiv] [pdf] [code]
    Qiao Jin, Bhuwan Dhingra, William W. Cohen and Xinghua Lu
    NAACL RepEval, 2019
  3. Automatic Human-like Mining and Constructing Reliable Genetic Association Database with Deep Reinforcement Learning [bioRxiv] [pdf]
    Haohan Wang, Xiang Liu, Yifeng Tao, Wenting Ye, Qiao Jin, William W. Cohen and Eric P. Xing
    PSB, 2019
  4. AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer [pdf] [code] [slides]
    Qiao Jin, Bhuwan Dhingra, William W. Cohen and Xinghua Lu
    EMNLP BioASQ, 2018
  5. Neural Models for Reasoning over Multiple Mentions using Coreference [arXiv] [pdf] [code]
    Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William W. Cohen and Ruslan Salakhutdinov
    NAACL, 2018
  6. Visual Servo Control Method of Multi-Task Surgical Robot [Application]
    Shijie Zhu, Yu Chen, Bicong Zhang, Yitong Chen, Qiao Jin, Jiawei Sun, Boyuan Deng, Liyuan Jiang, Gangtie Zheng, Yongwei Pan, Zhe Zhao, Jiuzheng Deng
    Patent filed in China, 2017

Awards & Honors

Scholarships

  • 2015 - National Scholarship - Ministry of Education of China
  • 2015, 2016, 2017, 2018 - Scholarship for Academic Excellence - Tsinghua University
  • 2016 - Tsinghua & Wuliangye Technology Jiujiu Scholarship
  • 2016, 2017 - Scholarship for Science and Technology Innovation - Tsinghua University
  • 2016, 2017 - Scholarship for Comprehensive Excellence - Tsinghua University
  • 2016, 2017 - Xuetang Scholarship - Tsinghua University
  • 2017, 2018 - Tsinghua & Dalian Yejian Scholarship

Research and Competition Awards

  • 2013 - Chinese Chemistry Olympiad (CChO) Gold Medal - Chinese Chemical Society (CCS)
  • 2015 - International Genetically Engineered Machine (iGEM) Competition Gold Medal - iGEM Foundation
  • 2017 - Second Prize SRT Project (Based on a sequenced pedigree: a novel TTN truncating variant related to dilated cardiomyopathy) - Tsinghua University
  • 2017 - Second Prize SRT Project (Building of an orthopedics surgical robot with visual servo system) - Tsinghua University
  • 2018 - First place at BioBank Disease Challenge ($12,500) - Partners Healthcare

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