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researcher

S. Mullainathan

12 papers hereh-index 7453.9k citations212 works total

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

author position
  • middle author5
  • last author7

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

fields
  • cs.LG3
  • stat.ML2
  • cs.AI1
  • cs.CL1
  • cs.CV1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20162020
most citedThe Algorithmic Automation Problem: Prediction, Triage, and Human Effort

58 citations · 76 across the 6 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2018

Measuring the Stability of EHR- and EKG-based Predictive Models

Andrew C. Miller, Ziad Obermeyer, Sendhil Mullainathan

Databases of electronic health records (EHRs) are increasingly used to inform clinical decisions. Machine learning methods can find patterns in EHRs that are predictive of future a…

stat.ML2018

A Probabilistic Model of Cardiac Physiology and Electrocardiograms

Andrew C. Miller, Ziad Obermeyer, David M. Blei +2

An electrocardiogram (EKG) is a common, non-invasive test that measures the electrical activity of a patient's heart. EKGs contain useful diagnostic information about patient healt…

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