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researcher

M. Ghassemi

37 papers hereh-index 5714.7k citations184 works total

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

author position
  • first author2
  • middle author7
  • last author25

Across the 34 of 37 papers where every author was matched, so the position is known.

fields
  • cs.LG21
  • cs.CL4
  • stat.ML3
  • cs.AI2
  • cs.CV2
  • cs.CY1
same name
  • M. Ghassemi — 7 papers, h 22
  • M. Ghassemi — 3 papers
  • M. Ghassemi — 1 paper, h 10

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

activity
20172022
most citedContinuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach

102 citations · 359 across the 20 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2018

Modeling Mistrust in End-of-Life Care

Willie Boag, Harini Suresh, Leo Anthony Celi +2

In this work, we characterize the doctor-patient relationship using a machine learning-derived trust score. We show that this score has statistically significant racial association…

cs.AI2017★ 46 cited

Deep Reinforcement Learning for Sepsis Treatment

Aniruddh Raghu, Matthieu Komorowski, Imran Ahmed +3

Sepsis is a leading cause of mortality in intensive care units and costs hospitals billions annually. Treating a septic patient is highly challenging, because individual patients r…

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