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researcher

Jules P. Bergmann

2 papers hereh-index 7127 citations26 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedOffline reinforcement learning with uncertainty for treatment strategies in sepsis

5 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025

Multi-LLM Collaboration for Medication Recommendation

Huascar Sanchez, Briland Hitaj, Jules Bergmann +1

As healthcare increasingly turns to AI for scalable and trustworthy clinical decision support, ensuring reliability in model reasoning remains a critical challenge. Individual larg…

cs.LG2021★ 5 cited

Offline reinforcement learning with uncertainty for treatment strategies in sepsis

Ran Liu, Joseph L. Greenstein, James C. Fackler +3

Guideline-based treatment for sepsis and septic shock is difficult because sepsis is a disparate range of life-threatening organ dysfunctions whose pathophysiology is not fully und…

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