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O. Demasi

4 papers hereh-index 11842 citations21 works total

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.CY1
  • cs.OH1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20112021
most citedMeaningless comparisons lead to false optimism in medical machine learning

70 citations · 80 across the 4 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.CY2017

An example of how false conclusions could be made with personalized health tracking and suggestions for avoiding similar situations

Orianna DeMasi, Benjamin Recht

Personalizing interventions and treatments is a necessity for optimal medical care. Recent advances in computing, such as personal electronic devices, have made it easier than ever…

cs.OH2017★ 70 cited

Meaningless comparisons lead to false optimism in medical machine learning

Orianna DeMasi, Konrad Kording, Benjamin Recht

A new trend in medicine is the use of algorithms to analyze big datasets, e.g. using everything your phone measures about you for diagnostics or monitoring. However, these algorith…

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