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researcher

M. Ruppert

10 papers hereh-index 191.3k citations64 works total

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

author position
  • middle author10

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.HC2
  • q-bio.QM2
  • cs.CY1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedThe Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring

12 citations · 28 across the 10 of their papers we have counts for

collaborators
Showing q-bio.QMShow all

2 papers · 1 filter

q-bio.QM2025

Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learning

Esra Adiyeke, Tianqi Liu, Venkata Sai Dheeraj Naganaboina +10

Traditional methods of surgical decision making heavily rely on human experience and prompt actions, which are variable. A data-driven system generating treatment recommendations b…

q-bio.QM2023

Clinical Courses of Acute Kidney Injury in Hospitalized Patients: A Multistate Analysis

Esra Adiyeke, Yuanfang Ren, Ziyuan Guan +4

Objectives: We aim to quantify longitudinal acute kidney injury (AKI) trajectories and to describe transitions through progressing and recovery states and outcomes among hospitaliz…

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