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researcher

D. Ledbetter

9 papers hereh-index 10374 citations46 works total

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

author position
  • first author2
  • middle author6
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG3
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedDynamic Mortality Risk Predictions in Pediatric Critical Care Using Recurrent Neural Networks

74 citations · 117 across the 7 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019

Interpreting a Recurrent Neural Network's Predictions of ICU Mortality Risk

Long V. Ho, Melissa D. Aczon, David Ledbetter +1

Deep learning has demonstrated success in many applications; however, their use in healthcare has been limited due to the lack of transparency into how they generate predictions. A…

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