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Christina Ji

PhD Student at MIT Clinical Machine Learning Group

Christina Ji is a recent PhD graduate from MIT's Computer Science department, specializing in machine learning for healthcare.13 She completed her PhD in the summer of 2024, focusing on using machine learning, causal inference, and statistics to address clinical questions.14

Key aspects of Christina Ji's background and research:

  1. Education:

    • PhD in Computer Science from MIT (2019-2024)12
    • MEng and BS in Computer Science from MIT (2019)13
  2. Research Focus:

    • Characterizing variation in healthcare decisions using machine learning1
    • Detecting changes over time in healthcare settings and updating ML models1
    • Analyzing real-world data to assess causal effects of treatment decisions1
  3. Notable Projects:

    • Benchmarking transfer learning approaches for image classification1
    • Creating statistical tests to detect when ML models need updating due to distribution shift1
    • Building large language models to predict patient trajectories1
  4. Teaching and Awards:

    • Developed and taught a class on Statistical Hypothesis Testing (6.S098) in January 20241
    • Received the Carlton E Tucker teaching award from MIT EECS in 20241
    • Earned a Graduate Student Extraordinary Teaching and Mentoring award from MIT School of Engineering in 20241
  5. Community Involvement:

    • Organized visit days and orientation for MIT EECS PhD program (2020-2022)1
    • Mentored under-represented students on PhD applications (2020-2023)1
  6. Publications:

    • Published papers on topics such as temporal shift in health insurance claims, decision-making heterogeneity, and reinforcement learning in healthcare1

Christina Ji's LinkedIn username is christina-ji-615404111, as mentioned in the query.4

Highlights

Sep 19 · cxji.github.io
Christina X Ji
Christina X Ji
Jan 1 · openreview.net
Christina X Ji | OpenReview
Oct 1 · jclinic.mit.edu
Christina Ji - MIT Jameel Clinic
Christina Ji - MIT Jameel Clinic
Jun 1 · clinicalml.org
Christina X Ji | MIT Clinical ML
CA District Court Guidance on Preliminary Injunction, Expedited Discovery - The National Law Review
General Guide for Considering CPAP Lawsuits and Settlements - The National Law Review
Jan 1 · clinicalml.org
People | MIT Clinical ML

Related Questions

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Christina Ji
Christina Ji, photo 1
Christina Ji, photo 2
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Location

Cambridge, Massachusetts