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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 · 158 across the 9 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021

Predicting High-Flow Nasal Cannula Failure in an ICU Using a Recurrent Neural Network with Transfer Learning and Input Data Perseveration: A Retrospective Analysis

George A. Pappy, Melissa D. Aczon, Randall C. Wetzel +1

High Flow Nasal Cannula (HFNC) provides non-invasive respiratory support for critically ill children who may tolerate it more readily than other Non-Invasive (NIV) techniques. Time…

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