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researcher

J. Rudd

5 papers hereh-index 3108 citations9 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 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.IV2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedCommon pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

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

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Recent Methodological Advances in Federated Learning for Healthcare

Fan Zhang, Daniel Kreuter, Yichen Chen +10

For healthcare datasets, it is often not possible to combine data samples from multiple sites due to ethical, privacy or logistical concerns. Federated learning allows for the util…

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