Irene Chen
Assistant Professor
Develops machine learning methods for equitable clinical care and audits bias in clinical algorithms.
Irene Chen's lab at UC Berkeley works on medical imaging & healthcare AI. 10 papers since 2023, 2 at top venues, mostly ICML and npj Digital Medicine. 3 PhD students and 4 master's students. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 20%
- PhD students
- 3
- MS students
- 4
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 4 papers2026 · T1 2 · collecting
- 4 papers2025 · T1 0
- 2 papers2024 · T1 0
- 0 papers2023 · T1 0
T1 venuesOtherVenues: ICML, npj Digital Medicine, FAccT
Research focuspaper titles that use each topic's words
- Medical imaging & healthcare AI2 papers
- care2 papers
- clinical1 paper
- computational precision0 papers
- precision health0 papers
Paper list
From the lab homepage.
20264 papers
- Nature HealthAccess to care improves EHR reliability and clinical risk prediction model performance
- ICML (T1)Aggregated Individual Reporting for Post-Deployment Evaluation
- ICML (T1)Falsifying Sparse Autoencoder Reasoning Features in Language Models
- COLMInvestigating Social Bias Changes in Quantized Language Models
20254 papers
- npj Digital MedicineA large language model-based approach to quantifying the effects of social determinants in liver transplant decisions
- ML4HPatient Safety Risks from AI Scribes: Signals from End-User Feedback
- NEJM AIRedefining Bias Audits for Generative AI in Health Care
- npj Digital MedicineThe evaluation illusion of large language models in medicine
20242 papers
- FAccTNLP for Maternal Healthcare: Perspectives and Guiding Principles in the Age of LLMs
- MLHCThe Data Addition Dilemma
Where alumni went
Alumni are not listed on the lab homepage.
Apply to UC BerkeleyFall 2027
UC Berkeley EECS Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- not required
- English
- TOEFL/IELTS (non-English-country degrees)
- Fee
- See program page
Confirmed on the program page.
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Your notes
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Data
Some numbers could not be verified:
- The alumni list could not be found on the lab site.
- The lab site and the paper record do not agree.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.
UC Berkeleycloses