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researcher

H. L. Ellis

2 papers hereh-index 4103 citations14 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

most citedHow Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 1 cited

How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation

Linglong Qian, Tao Wang, Jun Wang +4

We present a comprehensive analysis of deep learning approaches for Electronic Health Record (EHR) time-series imputation, examining how architectural and framework biases combine…

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