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researcher

J. Doroshow

4 papers hereh-index 8428.6k citations784 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • q-bio.QM4

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedA cross-study analysis of drug response prediction in cancer cell lines

9 citations · 19 across the 3 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

q-bio.QM2020

Learning Curves for Drug Response Prediction in Cancer Cell Lines

Alexander Partin, Thomas Brettin, Yvonne A. Evrard +9

Motivated by the size of cell line drug sensitivity data, researchers have been developing machine learning (ML) models for predicting drug response to advance cancer treatment. As…

q-bio.QM2020★ 8 cited

Ensemble Transfer Learning for the Prediction of Anti-Cancer Drug Response

Yitan Zhu, Thomas Brettin, Yvonne A. Evrard +6

Transfer learning has been shown to be effective in many applications in which training data for the target problem are limited but data for a related (source) problem are abundant…

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