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researcher

Yizhe Xu

12 papers hereh-index 182.4k citations78 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6
  • middle author6

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • stat.AP3
  • cs.LG2
  • stat.ML2
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedThe Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs

12 citations · 24 across the 12 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023★ 12 cited

The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs

Michael Wornow, Yizhe Xu, Rahul Thapa +6

The successes of foundation models such as ChatGPT and AlphaFold have spurred significant interest in building similar models for electronic medical records (EMRs) to improve patie…

cs.LG2023★ 9 cited

MOTOR: A Time-To-Event Foundation Model For Structured Medical Records

Ethan Steinberg, Jason Fries, Yizhe Xu +1

We present a self-supervised, time-to-event (TTE) foundation model called MOTOR (Many Outcome Time Oriented Representations) which is pretrained on timestamped sequences of events…

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