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researcher

Caleb N. Ellington

9 papers hereh-index 7136 citations22 works total

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

author position
  • middle author8

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.ML3
  • q-bio.BM1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedContextualized Machine Learning

3 citations · 12 across the 8 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024★ 1 cited

Patient-Specific Models of Treatment Effects Explain Heterogeneity in Tuberculosis

Ethan Wu, Caleb Ellington, Ben Lengerich +1

Tuberculosis (TB) is a major global health challenge, and is compounded by co-morbidities such as HIV, diabetes, and anemia, which complicate treatment outcomes and contribute to h…

q-bio.BM2024★ 2 cited

Scaling Structure Aware Virtual Screening to Billions of Molecules with SPRINT

Andrew T. McNutt, Abhinav K. Adduri, Caleb N. Ellington +4

Virtual screening of small molecules against protein targets can accelerate drug discovery and development by predicting drug-target interactions (DTIs). However, structure-based m…

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