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researcher

Jayashree Kalpathy-Cramer

42 papers hereh-index 6733.4k citations506 works total

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

author position
  • middle author20
  • last author20

Across the 40 of 42 papers where every author was matched, so the position is known.

fields
  • cs.CV14
  • cs.LG11
  • eess.IV10
  • cs.CY2
  • physics.med-ph2
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedMONAI: An open-source framework for deep learning in healthcare

452 citations · 884 across the 31 of their papers we have counts for

collaborators
Showing 2020 · eess.IVShow all

1 paper · 2 filters

eess.IV2020

Federated Learning for Breast Density Classification: A Real-World Implementation

Holger R. Roth, Ken Chang, Praveer Singh +40

Building robust deep learning-based models requires large quantities of diverse training data. In this study, we investigate the use of federated learning (FL) to build medical ima…

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