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M. Kosorok

12 papers hereh-index 7926 citations38 works total

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

author position
  • middle author4
  • last author8

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

fields
  • stat.ME7
  • stat.AP2
  • math.ST1
  • stat.ML1
  • stat.OT1
same name
  • M. Kosorok — 1 paper, h 2
  • M. Kosorok — 1 paper, h 23

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
causal inference 1digital twins 1feedback loops 1modular modeling 1treatment recommendation 1

From the 1 of 12 linked papers with an AI index.

activity
20242026
collaborators
Showing stat.OTShow all

1 paper · 1 filter

stat.OT2026

The Fidelity and Feedback Traps: The Case for Health Digital Twins as Modular Evolving Causal Systems

Nikki L. B. Freeman, Yating Zou, Kyungbok Lee +3

The paper examines pitfalls of using digital twins in healthcare, such as over‑reliance on model accuracy (fidelity trap) and biased updates from self‑generated data (feedback trap…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.