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David A. Winkler

3 papers hereh-index 405.7k citations117 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • q-bio.BM2
  • cs.LG1
same name
  • David A. Winkler — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedComputational screening of repurposed drugs and natural products against SARS-Cov-2 main protease (Mpro) as potential COVID-19 therapies

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2021

Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach

Divish Rengasamy, Jimiama M. Mase, Mercedes Torres Torres +3

With the widespread use of machine learning to support decision-making, it is increasingly important to verify and understand the reasons why a particular output is produced. Altho…

q-bio.BM2020

Computationally repurposed drugs and natural products against RNA dependent RNA polymerase as potential COVID-19 therapies

Sakshi Piplani, Puneet Singh, David A. Winkler +1

For fast development of COVID-19, it is only feasible to use drugs (off label use) or approved natural products that are already registered or been assessed for safety in previous…

q-bio.BM2020★ 1 cited

Computational screening of repurposed drugs and natural products against SARS-Cov-2 main protease (Mpro) as potential COVID-19 therapies

Sakshi Piplani, Puneet Singh, Nikolai Petrovsky +1

There remains an urgent need to identify existing drugs that might be suitable for treating patients suffering from COVID-19 infection. Drugs rarely act at a single molecular targe…

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