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researcher

Changchang Yin

23 papers hereh-index 211.6k citations54 works total

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

author position
  • first author3
  • middle author18

Across the 21 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.HC6
  • cs.AI2
  • cs.CV2
  • eess.IV1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedRethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis

83 citations · 163 across the 21 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2020★ 3 cited

Estimating Individual Treatment Effects with Time-Varying Confounders

Ruoqi Liu, Changchang Yin, Ping Zhang

Estimating the individual treatment effect (ITE) from observational data is meaningful and practical in healthcare. Existing work mainly relies on the strong ignorability assumptio…

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